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ORCIDZhi Jin 0001
Person information
- affiliation: Peking University (PKU), Key Laboratory of High Confidence Software Technologies, School of Computer Science, Beijing, China
- affiliation (PhD): National University of Defense Technology, Changsha, China
Other persons with the same name
- Zhi Jin — disambiguation page
- Zhi Jin 0002
![[0000-0001-9670-7366]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-9670-7366")
— Sun Yat-sen University, School of Intelligent Systems Engineering, Shenzhen Campus, China (and 3 more) - Zhi Jin 0003 — Chinese Academy of Sciences, Institute of Microelectronics, Beijing, China (and 1 more)
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2020 – today
- 2026
[j110]Yubin Ma, Zhihong Zheng, Xuan Zhang, Zhi Jin, Weiyi Shang, Wei Cai, Chen Gao, LinYu Li:
Using external knowledge to enhance user preferences for better sequential recommendation. Expert Syst. Appl. 297: 129261 (2026)- [j109]Dexuan Xu, Yanyuan Chen, Zhongyan Chai, Yifan Xiao, Yandong Yan, Weiping Ding, Hanpin Wang, Zhi Jin, Wenpin Jiao, Weihua Yue, Hang Li, Yu Huang:
Knowledge fusion in deep learning-based medical vision-language models: A review. Inf. Fusion 125: 103455 (2026) - [j108]Shuo Liu, Jacky Keung, Zhi Jin, Zhen Yang, Fang Liu, Hao Zhang:
An Empirical Study of Parameter-Efficient Fine-Tuning in Code Change Learning and Beyond. IEEE Trans. Software Eng. 52(1): 3-21 (2026) - 2025
- [j107]Kechi Zhang, Jia Li, Zhuo Li, Zhi Jin, Ge Li:
Transformer-based code model with compressed hierarchy representation. Empir. Softw. Eng. 30(2): 60 (2025) - [j106]Jia Li, Zheng Fang, Xianjie Shi, Zhi Jin, Fang Liu, Jia Li, Yunfei Zhao, Ge Li:
SCodeSearcher: soft contrastive learning for code search. Empir. Softw. Eng. 30(3): 87 (2025) - [j105]Kunpeng Du, Xuan Zhang, Chen Gao, Weiyi Shang, Yubin Ma, Zhi Jin, LinYu Li:
Knowledge-enhanced prototypical network with graph structure and semantic information interaction for low-shot joint spoken language understanding. Expert Syst. Appl. 280: 127569 (2025) - [j104]Yuwei Zhang, Zhi Jin, Ze-Jun Wang, Ying Xing, Ge Li:
SAGA: Summarization-Guided Assert Statement Generation. J. Comput. Sci. Technol. 40(1): 138-157 (2025) - [j103]Chen Gao, Xuan Zhang, Zhi Jin, Wei Cai, Danyang Wang, Kunpeng Du, Chunlin Yin, Tong Li:
SQGE: Support-query prototype guidance and enhancement for few-shot relational triple extraction. Neural Networks 185: 107172 (2025) - [j102]Wei Cai, Zhihong Zheng, Xuan Zhang, Weiyi Shang, Yubin Ma, Wenjie Gao, Zhi Jin:
Neighborhood structure enhancement and denoising method for multi-behavior recommendation. Neural Networks 191: 107760 (2025) - [j101]Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin:
Co-evidential fusion with information volume for semi-supervised medical image segmentation. Pattern Recognit. 166: 111639 (2025) - [j100]Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin:
TRALSem: A Robust Model for Textual Sentiment Analysis. IEEE Trans. Comput. Soc. Syst. 12(6): 4727-4743 (2025) - [j99]LinYu Li, Zhi Jin, Xuan Zhang, Haoran Duan, Jishu Wang, Zhengwei Tao, Haiyan Zhao, Xiaofeng Zhu:
Multi-View Riemannian Manifolds Fusion Enhancement for Knowledge Graph Completion. IEEE Trans. Knowl. Data Eng. 37(5): 2756-2770 (2025) - [j98]Chung-ju Huang, Yuanpeng He, Xiao Han, Wenpin Jiao, Zhi Jin, Leye Wang:
UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Edge Healthcare Collaboration. IEEE Trans. Mob. Comput. 24(12): 13408-13425 (2025) - [j97]Xiaohong Chen, Shi Chen, Zhi Jin, Han Bian, Zihan Chen, Haotian Li:
Expressing the Needs in Smart Home: What Is the End Users' Favorite Way. ACM Trans. Comput. Hum. Interact. 32(2): 16:1-16:38 (2025) - [j96]Xuetao Li, Yuxia Zhang, Cailean Osborne, Minghui Zhou, Zhi Jin, Hui Liu:
Systematic Literature Review of Commercial Participation in Open Source Software. ACM Trans. Softw. Eng. Methodol. 34(2): 33:1-33:31 (2025) - [j95]Jia Li, Ge Li, Yongmin Li, Zhi Jin:
Structured Chain-of-Thought Prompting for Code Generation. ACM Trans. Softw. Eng. Methodol. 34(2): 37:1-37:23 (2025) - [j94]Yihong Dong, Jiazheng Ding, Xue Jiang, Ge Li, Zhuo Li, Zhi Jin:
CodeScore: Evaluating Code Generation by Learning Code Execution. ACM Trans. Softw. Eng. Methodol. 34(3): 77:1-77:22 (2025) - [j93]Cuiyun Gao, Xing Hu, Shan Gao, Xin Xia, Zhi Jin:
The Current Challenges of Software Engineering in the Era of Large Language Models. ACM Trans. Softw. Eng. Methodol. 34(5): 127:1-127:30 (2025) - [j92]Jia Li, Chongyang Tao, Jia Li Male, Ge Li, Zhi Jin, Huangzhao Zhang, Zheng Fang, Fang Liu:
Large Language Model-Aware In-Context Learning for Code Generation. ACM Trans. Softw. Eng. Methodol. 34(7): 190:1-190:33 (2025) - [j91]Xiaowen Hu, Ming Zheng, Rui Zhu, Xuan Zhang, Zhi Jin:
Fed-OLF: Federated Oversampling Learning Framework for Imbalanced Software Defect Prediction Under Privacy Protection. IEEE Trans. Reliab. 74(3): 3266-3280 (2025) - [j90]Xiaohong Chen, Shi Chen, Zhi Jin, Zihan Chen, Mingsong Chen:
What You See Is What You Get: Prototype Generation for IoT End-User Programming. IEEE Trans. Software Eng. 51(7): 1996-2014 (2025) - [c182]Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Haiyan Zhao, Jia Li, Bin Liang, Chongyang Tao, Qun Liu, Kam-Fai Wong:
A Comprehensive Evaluation on Event Reasoning of Large Language Models. AAAI 2025: 25273-25281 - [c181]Kechi Zhang, Ge Li, Jia Li, Yihong Dong, Zhi Jin:
Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points. ACL (Findings) 2025: 9578-9591 - [c180]Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiaohong Chen, Naijun Zhan:
Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge. ACL (Findings) 2025: 10446-10458 - [c179]Yifan Zhang, Wenyu Du, Dongming Jin, Jie Fu, Zhi Jin:
Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking. ACL (1) 2025: 13603-13621 - [c178]Kechi Zhang, Ge Li, Yihong Dong, Jingjing Xu, Jun Zhang, Jing Su, Yongfei Liu, Zhi Jin:
CodeDPO: Aligning Code Models with Self Generated and Verified Source Code. ACL (1) 2025: 15854-15871 - [c177]Xiancai Chen, Zhengwei Tao, Kechi Zhang, Changzhi Zhou, Xinyu Zhang, Wanli Gu, Yuanpeng He, Mengdi Zhang, Xunliang Cai, Haiyan Zhao, Zhi Jin:
Revisit Self-Debugging with Self-Generated Tests for Code Generation. ACL (1) 2025: 18003-18023 - [c176]Yuqi Zhu, Ge Li, Xue Jiang, Jia Li, Hong Mei, Zhi Jin, Yihong Dong, Qibin Zheng:
UnCert-CoT: Uncertainty-Aware Chain-of-Thought for Code Generation with Large Language Model. ICIC (23) 2025: 426-437 - [c175]Xue Jiang, Yihong Dong, Yongding Tao, Huanyu Liu, Zhi Jin, Ge Li:
ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. ICSE 2025: 334-346 - [c174]Mengdan Fan, Wei Zhang, Haiyan Zhao, Zhi Jin:
Reliable Version Merging Based on Deep Semantic and logical Understanding of Critical Context. ISSRE 2025: 430-439 - [c173]Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin:
Evidential Prototype Learning for Semi-supervised Medical Image Segmentation. KDD (2) 2025: 908-919 - [c172]Xiaohong Chen, Zhi Jin, Nan Niu, Yijun Yu:
Welcome to the 5th IEEE International Workshop on Environment-Driven Requirements Engineering (EnviRE'25). REW 2025: 131-132 - [c171]Jingkai Lin, Yixing Luo, Xiao-hong Chen, Bin Gu, Zhi Jin:
Automatic Generation of Structured Requirements for Aerospace Embedded Systems Using LLMs. REW 2025: 181-188 - [c170]Yixing Luo, Yang Liu, Xiaofeng Li, Xiaogang Dong, Bin Gu, Zhi Jin, Mengfei Yang:
Taxonomy-Guided Reasoning for Requirements Classification: A Study in Aerospace Industry. RE 2025: 332-343 - [c169]Yixing Luo, Yiping Wang, Xiaofeng Li, Bin Gu, Zhi Jin:
Leveraging Large Language Models for Reusable Requirements Management in Aerospace Software. RE 2025: 361-365 - [c168]Tong Xu, Zheng Zhou, Xiaohong Chen, Zhiyi Xue, Yi Zhao, Min Zhang, Zhi Jin:
Requirements Dependency Driven Test Case Generation: An Automotive Industry Practice. RE 2025: 400-404 - [c167]Dongming Jin, Zhi Jin, Nianyu Li, Kai Yang, Linyu Li, Suijing Guan:
Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management. RE 2025: 405-413 - [c166]Dongming Jin, Nianyu Li, Kai Yang, Minghui Zhou, Zhi Jin:
A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions. SANER 2025: 299-309 - [c165]Longxing Yang, Yixing Luo, Hao Gao, Yingshuang Fan, Jingru Zhang, Xiaofeng Li, Xiaogang Dong, Bin Gu, Zhi Jin, Mengfei Yang:
Evaluating Large Language Models for Requirements Question Answering in Industrial Aerospace Software. SIGSOFT FSE Companion 2025: 366-377 - [i148]Chung-ju Huang, Yuanpeng He, Xiao Han, Wenpin Jiao, Zhi Jin, Leye Wang:
UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration. CoRR abs/2501.11388 (2025) - [i147]Xiancai Chen, Zhengwei Tao, Kechi Zhang, Changzhi Zhou, Wanli Gu, Yuanpeng He, Mengdi Zhang, Xunliang Cai, Haiyan Zhao, Zhi Jin:
Revisit Self-Debugging with Self-Generated Tests for Code Generation. CoRR abs/2501.12793 (2025) - [i146]Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li, Fang Liu, Jiaxin Zhu, Wensheng Dou, Jun Wei:
PATCH: Empowering Large Language Model with Programmer-Intent Guidance and Collaborative-Behavior Simulation for Automatic Bug Fixing. CoRR abs/2501.16149 (2025) - [i145]Kechi Zhang, Ge Li, Jia Li, Yihong Dong, Jia Li, Zhi Jin:
Focused-DPO: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points. CoRR abs/2502.11475 (2025) - [i144]Yifan Zhang, Wenyu Du, Dongming Jin, Jie Fu, Zhi Jin:
Finite State Automata Inside Transformers with Chain-of-Thought: A Mechanistic Study on State Tracking. CoRR abs/2502.20129 (2025) - [i143]Jia Li, Xuyuan Guo, Lei Li, Kechi Zhang, Ge Li, Jia Li, Zhengwei Tao, Fang Liu, Chongyang Tao, Yuqi Zhu, Zhi Jin:
LONGCODEU: Benchmarking Long-Context Language Models on Long Code Understanding. CoRR abs/2503.04359 (2025) - [i142]Weisong Sun, Yiran Zhang, Jie Zhu, Zhihui Wang, Chunrong Fang, Yonglong Zhang, Yebo Feng, Jiangping Huang, Xingya Wang, Zhi Jin, Yang Liu:
Commenting Higher-level Code Unit: Full Code, Reduced Code, or Hierarchical Code Summarization. CoRR abs/2503.10737 (2025) - [i141]Jia Li, Hao Zhu, Huanyu Liu, Xianjie Shi, He Zong, Yihong Dong, Kechi Zhang, Siyuan Jiang, Zhi Jin, Ge Li:
aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion. CoRR abs/2503.15301 (2025) - [i140]Yuqi Zhu, Ge Li, Xue Jiang, Jia Li, Hong Mei, Zhi Jin, Yihong Dong:
Uncertainty-Guided Chain-of-Thought for Code Generation with LLMs. CoRR abs/2503.15341 (2025) - [i139]Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao:
Enhancing LLM Generation with Knowledge Hypergraph for Evidence-Based Medicine. CoRR abs/2503.16530 (2025) - [i138]Kechi Zhang, Huangzhao Zhang, Ge Li, Jinliang You, Jia Li, Yunfei Zhao, Zhi Jin:
SEAlign: Alignment Training for Software Engineering Agent. CoRR abs/2503.18455 (2025) - [i137]Zhengwei Tao, Zhi Jin, Bincheng Li, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou, Xiancai Chen, Jia Li, Linyu Li, Chongyang Tao:
PROPHET: An Inferable Future Forecasting Benchmark with Causal Intervened Likelihood Estimation. CoRR abs/2504.01509 (2025) - [i136]Jia Li, Xianjie Shi, Kechi Zhang, Lei Li, Ge Li, Zhengwei Tao, Jia Li, Fang Liu, Chongyang Tao, Zhi Jin:
CodeRAG: Supportive Code Retrieval on Bigraph for Real-World Code Generation. CoRR abs/2504.10046 (2025) - [i135]Yihong Dong, Yuchen Liu, Xue Jiang, Zhi Jin, Ge Li:
Rethinking Repetition Problems of LLMs in Code Generation. CoRR abs/2505.10402 (2025) - [i134]Yuanpeng He, Yali Bi, Lijian Li, Chi-Man Pun, Wenpin Jiao, Zhi Jin:
Mutual Evidential Deep Learning for Medical Image Segmentation. CoRR abs/2505.12418 (2025) - [i133]Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiaohong Chen, Naijun Zhan:
Enhancing Transformation from Natural Language to Signal Temporal Logic Using LLMs with Diverse External Knowledge. CoRR abs/2505.20658 (2025) - [i132]LinYu Li, Zhi Jin, Yichi Zhang, Dongming Jin, Chengfeng Dou, Yuanpeng He, Xuan Zhang, Haiyan Zhao:
Towards Structure-aware Model for Multi-modal Knowledge Graph Completion. CoRR abs/2505.21973 (2025) - [i131]Linyu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Haoran Duan, Zhengwei Tao, Xuan Zhang, Jiandong Li:
Rethinking Regularization Methods for Knowledge Graph Completion. CoRR abs/2505.23442 (2025) - [i130]Yuanpeng He, Lijian Li, Tianxiang Zhan, Chi-Man Pun, Wenpin Jiao, Zhi Jin:
Co-Evidential Fusion with Information Volume for Medical Image Segmentation. CoRR abs/2506.02492 (2025) - [i129]Kechi Zhang, Ge Li, Jia Li, Huangzhao Zhang, Jingjing Xu, Hao Zhu, Lecheng Wang, Jia Li, Yihong Dong, Jing Mai, Bin Gu, Zhi Jin:
Computational Thinking Reasoning in Large Language Models. CoRR abs/2506.02658 (2025) - [i128]Dongming Jin, Zhi Jin, Nianyu Li, Kai Yang, Linyu Li, Suijing Guan:
Automatic Multi-level Feature Tree Construction for Domain-Specific Reusable Artifacts Management. CoRR abs/2506.03946 (2025) - [i127]Xue Jiang, Yihong Dong, Zheng Fang, Yingwei Ma, Tangxinyu Wang, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Yongbin Li, Ge Li:
Large Language Model Unlearning for Source Code. CoRR abs/2506.17125 (2025) - [i126]Jiangping Huang, Dongming Jin, Weisong Sun, Yang Liu, Zhi Jin:
Knowledge-Guided Multi-Agent Framework for Automated Requirements Development: A Vision. CoRR abs/2506.22656 (2025) - [i125]Dongming Jin, Weisong Sun, Jiangping Huang, Peng Liang, Jifeng Xuan, Yang Liu, Zhi Jin:
iReDev: A Knowledge-Driven Multi-Agent Framework for Intelligent Requirements Development. CoRR abs/2507.13081 (2025) - [i124]Dongming Jin, Zhi Jin, Linyu Li, Xiao-hong Chen:
A Conceptual Framework for Requirements Engineering of Pretrained-Model-Enabled Systems. CoRR abs/2507.13095 (2025) - [i123]Kechi Zhang, Ge Li, Jia Li, Huangzhao Zhang, Yihong Dong, Jia Li, Jingjing Xu, Zhi Jin:
StackTrans: From Large Language Model to Large Pushdown Automata Model. CoRR abs/2507.15343 (2025) - [i122]Ruiyin Li, Yiran Zhang, Xiyu Zhou, Peng Liang, Weisong Sun, Jifeng Xuan, Zhi Jin, Yang Liu:
MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration. CoRR abs/2507.21382 (2025) - [i121]Yihong Dong, Xue Jiang, Yongding Tao, Huanyu Liu, Kechi Zhang, Lili Mou, Rongyu Cao, Yingwei Ma, Jue Chen, Binhua Li, Zhi Jin, Fei Huang, Yongbin Li, Ge Li:
RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization. CoRR abs/2508.00222 (2025) - [i120]LinYu Li, Zhi Jin, Yuanpeng He, Dongming Jin, Yichi Zhang, Haoran Duan, Nyima Tashi:
Learning to Evolve: Bayesian-Guided Continual Knowledge Graph Embedding. CoRR abs/2508.02426 (2025) - [i119]Dongming Jin, Zhi Jin, Linyu Li, Zheng Fang, Jia Li, Xiao-hong Chen:
A System Model Generation Benchmark from Natural Language Requirements. CoRR abs/2508.03215 (2025) - [i118]Wenxin Mao, Zhitao Wang, Long Wang, Sirong Chen, Cuiyun Gao, Luyang Cao, Ziming Liu, Qiming Zhang, Jun Zhou, Zhi Jin:
Data Dependency Inference for Industrial Code Generation Based on UML Sequence Diagrams. CoRR abs/2508.03379 (2025) - [i117]Xu Lu, Weisong Sun, Yiran Zhang, Ming Hu, Cong Tian, Zhi Jin, Yang Liu:
Requirements Development and Formalization for Reliable Code Generation: A Multi-Agent Vision. CoRR abs/2508.18675 (2025) - [i116]Wei Ma, Yixiao Yang, Qiang Hu, Shi Ying, Zhi Jin, Bo Du, Zhenchang Xing, Tianlin Li, Junjie Shi, Yang Liu, Linxiao Jiang:
Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol. CoRR abs/2508.20737 (2025) - [i115]Dongming Jin, Zhi Jin, Yiran Zhang, Zheng Fang, LinYu Li, Yuanpeng He, Xiaohong Chen, Weisong Sun:
UserTrace: User-Level Requirements Generation and Traceability Recovery from Software Project Repositories. CoRR abs/2509.11238 (2025) - [i114]Ziliang Wang, Ge Li, Jia Li, Hao Zhu, Zhi Jin:
VulAgent: Hypothesis-Validation based Multi-Agent Vulnerability Detection. CoRR abs/2509.11523 (2025) - [i113]Zhihong Sun, Jia Li, Yao Wan, Chuanyi Li, Hongyu Zhang, Zhi Jin, Ge Li, Hong Liu, Chen Lyu, Songlin Hu:
Ensembling Large Language Models for Code Vulnerability Detection: An Empirical Evaluation. CoRR abs/2509.12629 (2025) - [i112]Qinglin Wang, Zhihong Sun, Ruyun Wang, Tao Huang, Zhi Jin, Ge Li, Chen Lyu:
SemGuard: Real-Time Semantic Evaluator for Correcting LLM-Generated Code. CoRR abs/2509.24507 (2025) - [i111]Yongmin Li, Jia Li, Ge Li, Zhi Jin:
AdapTrack: Constrained Decoding without Distorting LLM's Output Intent. CoRR abs/2510.17376 (2025) - [i110]Yihong Dong, Zhaoyu Ma, Xue Jiang, Zhiyuan Fan, Jiaru Qian, Yongmin Li, Jianha Xiao, Zhi Jin, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li, Ge Li:
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model. CoRR abs/2510.18165 (2025) - [i109]Xue Jiang, Yihong Dong, Mengyang Liu, Hongyi Deng, Tian Wang, Yongding Tao, Rongyu Cao, Binhua Li, Zhi Jin, Wenpin Jiao, Fei Huang, Yongbin Li, Ge Li:
CodeRL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment. CoRR abs/2510.18471 (2025) - [i108]Dongming Jin, Zhi Jin, Xiao-hong Chen, Zheng Fang, LinYu Li, Shengxin Zhao, Chuihui Wang, Hongbin Xiao:
Automated Concern Extraction from Textual Requirements of Cyber-Physical Systems: A Multi-solution Study. CoRR abs/2510.19237 (2025) - [i107]Qian Xiong, Bo Yang, Weisong Sun, Yiran Zhang, Tianlin Li, Yang Liu, Zhi Jin:
Knowledge-Guided Multi-Agent Framework for Application-Level Software Code Generation. CoRR abs/2510.19868 (2025) - [i106]Yue Fang, Zhi Jin, Jie An, Hongshen Chen, Xiao-hong Chen, Naijun Zhan:
RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation. CoRR abs/2511.08555 (2025) - [i105]Jia Li, Zhi Jin, Huangzhao Zhang, Kechi Zhang, Jiaru Qian, Tiankuo Zhao:
A Viable Paradigm of Software Automation: Iterative End-to-End Automated Software Development. CoRR abs/2511.15293 (2025) - [i104]Dongming Jin, Zhi Jin, Xiaohong Chen, Zheng Fang, LinYu Li, Yuanpeng He, Jia Li, Yirang Zhang, Yingtao Fang:
A Needle in a Haystack: Intent-driven Reusable Artifacts Recommendation with LLMs. CoRR abs/2511.18343 (2025) - [i103]Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei:
Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap. CoRR abs/2512.04680 (2025) - [i102]Shuyuan Xiao, Yiran Zhang, Weisong Sun, Xiao-hong Chen, Yang Liu, Zhi Jin:
UCRBench: Benchmarking LLMs on Use Case Recovery. CoRR abs/2512.13360 (2025) - [i101]Hang Yu, Yuzhou Lai, Li Zhang, Xiaoli Lian, Fang Liu, Yanrui Dong, Ting Zhang, Zhi Jin, David Lo:
Aligning Academia with Industry: An Empirical Study of Industrial Needs and Academic Capabilities in AI-Driven Software Engineering. CoRR abs/2512.15148 (2025) - [i100]Wei Liu, Chao Peng, Pengfei Gao, Aofan Liu, Wei Zhang, Haiyan Zhao, Zhi Jin:
GraphLocator: Graph-guided Causal Reasoning for Issue Localization. CoRR abs/2512.22469 (2025) - 2024
- [j89]Qiuying Ma, Xuan Zhang, Zishuo Ding, Chen Gao, Weiyi Shang, Qiong Nong, Yubin Ma, Zhi Jin:
Temporal knowledge graph reasoning based on evolutional representation and contrastive learning. Appl. Intell. 54(21): 10929-10947 (2024) - [j88]Wenjie Chu, Ailun Yu, Wei Zhang, Haiyan Zhao, Zhi Jin:
Perception field based imitation learning for unlabeled multi-agent pathfinding. Sci. China Inf. Sci. 67(5) (2024) - [j87]Huangzhao Zhang, Kechi Zhang, Zhuo Li, Jia Li, Jia Li, Yongmin Li, Yunfei Zhao, Yuqi Zhu, Fang Liu, Ge Li, Zhi Jin:
Deep learning for code generation: a survey. Sci. China Inf. Sci. 67(9) (2024) - [j86]Zhen Yang, Jacky Wai Keung, Zeyu Sun, Yunfei Zhao, Ge Li, Zhi Jin, Shuo Liu, Yishu Li:
Improving domain-specific neural code generation with few-shot meta-learning. Inf. Softw. Technol. 166: 107365 (2024) - [j85]Jiayu Zhang, Hang Li, Dexuan Xu, Yiwei Lou, Menglong Ran, Zhi Jin, Yu Huang:
Decouple and Decorrelate: A Disentanglement Security Framework Combining Sample Weighting for Cross-Institution Biased Disease Diagnosis. IEEE Internet Things J. 11(15): 25543-25557 (2024) - [j84]Wei Liu, Wei Zhang, Haiyan Zhao, Zhi Jin:
GABoost: Graph Alignment Boosting via Local Optimum Escape. Proc. ACM Manag. Data 2(4): 199:1-199:26 (2024) - [j83]Bolun Li, Zhihong Sun, Tao Huang, Hongyu Zhang, Yao Wan, Ge Li, Zhi Jin, Chen Lyu:
IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. Proc. ACM Softw. Eng. 1(FSE): 182-203 (2024) - [j82]Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li:
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation. Proc. ACM Softw. Eng. 1(FSE): 1585-1608 (2024) - [j81]Chen Gao, Xuan Zhang, Zhi Jin, Weiyi Shang, Yubing Ma, Linyu Li, Zishuo Ding, Yuqin Liang:
Few-shot relational triple extraction with hierarchical prototype optimization. Pattern Recognit. 156: 110779 (2024) - [j80]Huangzhao Zhang, Shuai Lu, Zhuo Li, Zhi Jin, Lei Ma, Yang Liu, Ge Li:
CodeBERT-Attack: Adversarial attack against source code deep learning models via pre-trained model. J. Softw. Evol. Process. 36(3) (2024) - [j79]Huangzhao Zhang, Zhuo Li, Jia Li, Zhi Jin, Ge Li:
WELL: Applying bug detectors to bug localization via weakly supervised learning. J. Softw. Evol. Process. 36(9) (2024) - [j78]Nianyu Li, Mingyue Zhang, Jialong Li, Sridhar Adepu, Eunsuk Kang, Zhi Jin:
A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems. ACM Trans. Auton. Adapt. Syst. 19(2): 12 (2024) - [j77]Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei:
Generative AI for Self-Adaptive Systems: State of the Art and Research Roadmap. ACM Trans. Auton. Adapt. Syst. 19(3): 13:1-13:60 (2024) - [j76]Huashi Zhu, Dexuan Xu, Yu Huang, Zhi Jin, Weiping Ding, Jiahui Tong, Guoshuang Chong:
Graph Structure Enhanced Pre-Training Language Model for Knowledge Graph Completion. IEEE Trans. Emerg. Top. Comput. Intell. 8(4): 2697-2708 (2024) - [j75]Xiaohong Chen, Zhi Jin, Min Zhang, Frédéric Mallet, Xiaoshan Liu, Tingliang Zhou:
A Scalable Approach to Detecting Safety Requirements Inconsistencies for Railway Systems. IEEE Trans. Intell. Transp. Syst. 25(8): 8375-8386 (2024) - [j74]Jishu Wang, Yaowei Wang, Xuan Zhang, Zhi Jin, Chao Zhu, LinYu Li, Rui Zhu, Shenglong Lv:
LearningChain: A Highly Scalable and Applicable Learning-Based Blockchain Performance Optimization Framework. IEEE Trans. Netw. Serv. Manag. 21(2): 1817-1831 (2024) - [j73]Jia Li, Zhuo Li, Huangzhao Zhang, Ge Li, Zhi Jin, Xing Hu, Xin Xia:
Poison Attack and Poison Detection on Deep Source Code Processing Models. ACM Trans. Softw. Eng. Methodol. 33(3): 62:1-62:31 (2024) - [j72]Fang Liu, Zhiyi Fu, Ge Li, Zhi Jin, Hui Liu, Yiyang Hao, Li Zhang:
Non-Autoregressive Line-Level Code Completion. ACM Trans. Softw. Eng. Methodol. 33(5): 120:1-120:34 (2024) - [j71]Xue Jiang, Yihong Dong, Lecheng Wang, Zheng Fang, Qiwei Shang, Ge Li, Zhi Jin, Wenpin Jiao:
Self-Planning Code Generation with Large Language Models. ACM Trans. Softw. Eng. Methodol. 33(7): 182:1-182:30 (2024) - [j70]Yihong Dong, Xue Jiang, Zhi Jin, Ge Li:
Self-Collaboration Code Generation via ChatGPT. ACM Trans. Softw. Eng. Methodol. 33(7): 189:1-189:38 (2024) - [j69]Jia Li, Yunfei Zhao, Yongmin Li, Ge Li, Zhi Jin:
AceCoder: An Effective Prompting Technique Specialized in Code Generation. ACM Trans. Softw. Eng. Methodol. 33(8): 204:1-204:26 (2024) - [j68]Pengyu Xue, Linhao Wu, Zhongxing Yu, Zhi Jin, Zhen Yang, Xinyi Li, Zhenyu Yang, Yue Tan:
Automated Commit Message Generation With Large Language Models: An Empirical Study and Beyond. IEEE Trans. Software Eng. 50(12): 3208-3224 (2024) - [c164]Zhi Jin, Michael Sheng:
IEEE 2024 World Congress on Services. CLOUD 2024: xiii-xiv - [c163]Xin Xia, Zhi Jin, Marco Aiello, Dongmei Zhang, Guangtai Liang, Xing Hu:
Software Service Engineering in the Era of Large Language Models. SSE 2024: xxiii - [c162]Yuqi Zhu, Jia Li, Ge Li, Yunfei Zhao, Jia Li, Zhi Jin, Hong Mei:
Hot or Cold? Adaptive Temperature Sampling for Code Generation with Large Language Models. AAAI 2024: 437-445 - [c161]Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao:
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback. ACL (Findings) 2024: 2453-2473 - [c160]Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) 2024: 3603-3614 - [c159]Dexuan Xu, Yanyuan Chen, Jieyi Wang, Yue Huang, Hanpin Wang, Zhi Jin, Hongxing Wang, Weihua Yue, Jing He, Hang Li, Yu Huang:
MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering. ACL (Findings) 2024: 4977-4997 - [c158]Yihong Dong, Kangcheng Luo, Xue Jiang, Zhi Jin, Ge Li:
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model. ACL (Findings) 2024: 7304-7323 - [c157]Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yiwei Lou:
EVIT: Event-Oriented Instruction Tuning for Event Reasoning. ACL (Findings) 2024: 8966-8979 - [c156]Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Bin Gu, Mengfei Yang, Ge Li:
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. ACL (Findings) 2024: 12039-12050 - [c155]Kechi Zhang, Ge Li, Huangzhao Zhang, Zhi Jin:
HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position. ACL (1) 2024: 13615-13627 - [c154]Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin:
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges. ACL (1) 2024: 13643-13658 - [c153]Yuanpeng He, Yali Bi, Lijian Li, Chi-Man Pun, Wenpin Jiao, Zhi Jin:
Mutual Evidential Deep Learning for Semi-supervised Medical Image Segmentation. BIBM 2024: 2010-2017 - [c152]Chengfeng Dou, Ying Zhang, Yanyuan Chen, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yu Huang:
Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medial Hallucination Evaluation. LREC/COLING 2024: 4784-4794 - [c151]Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin:
Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. LREC/COLING 2024: 5878-5895 - [c150]Mingyang Geng, Shangwen Wang, Dezun Dong, Haotian Wang, Ge Li, Zhi Jin, Xiaoguang Mao, Xiangke Liao:
Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning. ICSE 2024: 39:1-39:13 - [c149]Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu:
KareCoder: A New Knowledge-Enriched Code Generation System. ICSE Companion 2024: 270-271 - [c148]Ailun Yu, Yifan Shi, Bo Shen, Wei Zhang, Haiyan Zhao, Guangtai Liang, Tianyong Wu, Zhi Jin:
Focused: An Approach to Framework-Oriented Cross-Language Link Specification and Detection. ICSME 2024: 100-111 - [c147]Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu:
Knowledge-Aware Code Generation with Large Language Models. ICPC 2024: 52-63 - [c146]Mengdan Fan, Wei Zhang, Haiyan Zhao, Guangtai Liang, Zhi Jin:
Detect Hidden Dependency to Untangle Commits. ASE 2024: 179-190 - [c145]Zhihong Sun, Yao Wan, Jia Li, Hongyu Zhang, Zhi Jin, Ge Li, Chen Lyu:
Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. ASE 2024: 229-241 - [c144]Wei Liu, Ailun Yu, Daoguang Zan, Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Qianxiang Wang:
GraphCoder: Enhancing Repository-Level Code Completion via Coarse-to-fine Retrieval Based on Code Context Graph. ASE 2024: 570-581 - [c143]Zejun Wang, Kaibo Liu, Ge Li, Zhi Jin:
HITS: High-coverage LLM-based Unit Test Generation via Method Slicing. ASE 2024: 1258-1268 - [c142]Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. NeurIPS 2024 - [c141]Yike Huang, Xiaohong Chen, Zhi Jin, Tingliang Zhou:
Enabling Efficient Real-Time Requirements Inconsistency Detection for Safety-Critical Systems. RE Workshops 2024: 222-229 - [c140]Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei:
Exploring the Potential of Large Language Models in Self-adaptive Systems. SEAMS@ICSE 2024: 77-83 - [e21]Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi L. Atukorala, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Tevfik Kosar, Santonu Sarkar, Sreekrishnan Venkateswaran, Shangguang Wang, Xuanzhe Liu, Seetharami Seelam, Chandra Narayanaswami, Ziliang Zong:
17th IEEE International Conference on Cloud Computing, CLOUD 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6853-6 [contents] - [e20]Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Nimanthi L. Atukorala, Hongyue Wu, Shiqiang Wang, Shuiguang Deng, Nirmit Desai, Gopal Pingali, Javid Taheri, K. V. Subramaniam, Feras M. Awaysheh, Kaoutar El Maghaouri, Yingjie Wang:
IEEE International Conference on Edge Computing and Communications, EDGE 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6849-9 [contents] - [e19]Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Bo Wen, Sheikh Iqbal Ahamed, Graziano Pravadelli, Hossain Shahriar, Nicola Bombieri, Haihua Xie, Nimanthi Atukorala, Adnan Mahmood, William Chu, Jeff Rogers:
IEEE International Conference on Digital Health, ICDH 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6857-4 [contents] - [e18]Rong N. Chang, Carl K. Chang, Jingwei Yang, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Ismael Faro, Frank Leymann, Johanna Barzen, Salvador de la Puente, Sebastian Feld, Manuel Wimmer, Nimanthi Atukorala, Hongyue Wu, David Elkouss, José García-Alonso, Aritra Sarkar:
IEEE International Conference on Quantum Software, QSW 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6847-5 [contents] - [i99]Chengfeng Dou, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhenwei Tao:
Integrating Physician Diagnostic Logic into Large Language Models: Preference Learning from Process Feedback. CoRR abs/2401.05695 (2024) - [i98]Kechi Zhang, Jia Li, Ge Li, Xianjie Shi, Zhi Jin:
CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges. CoRR abs/2401.07339 (2024) - [i97]Jialong Li, Mingyue Zhang, Nianyu Li, Danny Weyns, Zhi Jin, Kenji Tei:
Exploring the Potential of Large Language Models in Self-adaptive Systems. CoRR abs/2401.07534 (2024) - [i96]Tao Huang, Zhihong Sun, Zhi Jin, Ge Li, Chen Lyu:
Knowledge-Aware Code Generation with Large Language Models. CoRR abs/2401.15940 (2024) - [i95]Bolun Li, Zhihong Sun, Tao Huang, Hongyu Zhang, Yao Wan, Ge Li, Zhi Jin, Chen Lyu:
IRCoCo: Immediate Rewards-Guided Deep Reinforcement Learning for Code Completion. CoRR abs/2401.16637 (2024) - [i94]Yihong Dong, Xue Jiang, Huanyu Liu, Zhi Jin, Ge Li:
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models. CoRR abs/2402.15938 (2024) - [i93]Xue Jiang, Yihong Dong, Zhi Jin, Ge Li:
SEED: Customize Large Language Models with Sample-Efficient Adaptation for Code Generation. CoRR abs/2403.00046 (2024) - [i92]Zhihong Sun, Chen Lyu, Bolun Li, Yao Wan, Hongyu Zhang, Ge Li, Zhi Jin:
Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs. CoRR abs/2403.13271 (2024) - [i91]Kechi Zhang, Ge Li, Huangzhao Zhang, Zhi Jin:
HiRoPE: Length Extrapolation for Code Models. CoRR abs/2403.19115 (2024) - [i90]Jia Li, Ge Li, Xuanming Zhang, Yihong Dong, Zhi Jin:
EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR abs/2404.00599 (2024) - [i89]Zhengwei Tao, Zhi Jin, Junqiang Huang, Xiancai Chen, Xiaoying Bai, Haiyan Zhao, Yifan Zhang, Chongyang Tao:
MEEL: Multi-Modal Event Evolution Learning. CoRR abs/2404.10429 (2024) - [i88]Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yiwei Lou:
EVIT: Event-Oriented Instruction Tuning for Event Reasoning. CoRR abs/2404.11978 (2024) - [i87]Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou:
A Survey on Self-Evolution of Large Language Models. CoRR abs/2404.14387 (2024) - [i86]Zhen Yang, Fang Liu, Zhongxing Yu, Jacky Wai Keung, Jia Li, Shuo Liu, Yifan Hong, Xiaoxue Ma, Zhi Jin, Ge Li:
Exploring and Unleashing the Power of Large Language Models in Automated Code Translation. CoRR abs/2404.14646 (2024) - [i85]Zhengwei Tao, Zhi Jin, Yifan Zhang, Xiancai Chen, Xiaoying Bai, Yue Fang, Haiyan Zhao, Jia Li, Chongyang Tao:
A Comprehensive Evaluation on Event Reasoning of Large Language Models. CoRR abs/2404.17513 (2024) - [i84]Dongming Jin, Zhi Jin, Xiao-hong Chen, Chunhui Wang:
MARE: Multi-Agents Collaboration Framework for Requirements Engineering. CoRR abs/2405.03256 (2024) - [i83]Xuetao Li, Yuxia Zhang, Cailean Osborne, Minghui Zhou, Zhi Jin, Hui Liu:
Systematic Literature Review of Commercial Participation in Open Source Software. CoRR abs/2405.16880 (2024) - [i82]Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR abs/2405.19856 (2024) - [i81]Ziliang Wang, Ge Li, Jia Li, Meng Yan, Yingfei Xiong, Zhi Jin:
M2CVD: Multi-Model Collaboration for Code Vulnerability Detection. CoRR abs/2406.05940 (2024) - [i80]Wei Liu, Ailun Yu, Daoguang Zan, Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Qianxiang Wang:
GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model. CoRR abs/2406.07003 (2024) - [i79]Ziliang Wang, Ge Li, Jia Li, Yihong Dong, Yingfei Xiong, Zhi Jin:
Code Structure-Aware through Line-level Semantic Learning for Code Vulnerability Detection. CoRR abs/2407.18877 (2024) - [i78]Mengdan Fan, Wei Zhang, Haiyan Zhao, Zhi Jin:
A new approach for encoding code and assisting code understanding. CoRR abs/2408.00521 (2024) - [i77]Dongming Jin, Shengxin Zhao, Zhi Jin, Xiao-hong Chen, Chunhui Wang, Zheng Fang, Hongbin Xiao:
An Evaluation of Requirements Modeling for Cyber-Physical Systems via LLMs. CoRR abs/2408.02450 (2024) - [i76]Zejun Wang, Kaibo Liu, Ge Li, Zhi Jin:
HITS: High-coverage LLM-based Unit Test Generation via Method Slicing. CoRR abs/2408.11324 (2024) - [i75]Zhihong Sun, Yao Wan, Jia Li, Hongyu Zhang, Zhi Jin, Ge Li, Chen Lyu:
Sifting through the Chaff: On Utilizing Execution Feedback for Ranking the Generated Code Candidates. CoRR abs/2408.13976 (2024) - [i74]Wenhan Wang, Kaibo Liu, An Ran Chen, Ge Li, Zhi Jin, Gang Huang, Lei Ma:
Python Symbolic Execution with LLM-powered Code Generation. CoRR abs/2409.09271 (2024) - [i73]Jia Li, Yuqi Zhu, Yongmin Li, Ge Li, Zhi Jin:
Showing LLM-Generated Code Selectively Based on Confidence of LLMs. CoRR abs/2410.03234 (2024) - [i72]Jia Li, Ge Li, Lecheng Wang, Hao Zhu, Zhi Jin:
Generating Equivalent Representations of Code By A Self-Reflection Approach. CoRR abs/2410.03351 (2024) - [i71]Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao:
Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment. CoRR abs/2410.04112 (2024) - [i70]Kechi Zhang, Ge Li, Yihong Dong, Jingjing Xu, Jun Zhang, Jing Su, Yongfei Liu, Zhi Jin:
CodeDPO: Aligning Code Models with Self Generated and Verified Source Code. CoRR abs/2410.05605 (2024) - [i69]Pengyu Xue, Linhao Wu, Zhen Yang, Xinyi Li, Zhongxing Yu, Zhi Jin, Ge Li, Yan Xiao, Jingwen Wu:
Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing. CoRR abs/2410.07516 (2024) - [i68]Dongming Jin, Nianyu Li, Kai Yang, Minghui Zhou, Zhi Jin:
A First Look at Package-to-Group Mechanism: An Empirical Study of the Linux Distributions. CoRR abs/2410.10131 (2024) - [i67]Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations. CoRR abs/2410.22821 (2024) - [i66]Xue Jiang, Yihong Dong, Yongding Tao, Huanyu Liu, Zhi Jin, Wenpin Jiao, Ge Li:
ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation. CoRR abs/2411.07112 (2024) - [i65]Cuiyun Gao, Xing Hu, Shan Gao, Xin Xia, Zhi Jin:
The Current Challenges of Software Engineering in the Era of Large Language Models. CoRR abs/2412.14554 (2024) - 2023
- [j67]Zejun Wang, Fang Liu, Yiyang Hao, Zhi Jin:
AdaComplete: improve DL-based code completion method's domain adaptability. Autom. Softw. Eng. 30(1): 11 (2023) - [j66]Mingyue Jiang, Libin Zheng, Zuohua Ding, Zhi Jin:
A software-defined MAPE-K architecture for unmanned systems. Sci. China Inf. Sci. 66(5) (2023) - [j65]Dexuan Xu, Huashi Zhu, Yu Huang, Zhi Jin, Weiping Ding, Hang Li, Menglong Ran:
Vision-knowledge fusion model for multi-domain medical report generation. Inf. Fusion 97: 101817 (2023) - [j64]LinYu Li, Xuan Zhang, Zhi Jin, Chen Gao, Rui Zhu, Yuqin Liang, Yubing Ma:
Knowledge graph completion method based on quantum embedding and quaternion interaction enhancement. Inf. Sci. 648: 119548 (2023) - [j63]Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
Massive Shape Formation in Grid Environments. IEEE Trans Autom. Sci. Eng. 20(3): 1745-1759 (2023) - [j62]Jian Hou, Jing Wang, Mingyue Zhang, Zhi Jin, Chunlin Wei, Zuohua Ding:
Privacy-preserving Resilient Consensus for Multi-agent Systems in a General Topology Structure. ACM Trans. Priv. Secur. 26(3): 34:1-34:22 (2023) - [j61]Xiaohong Chen, Juan Zhang, Zhi Jin, Min Zhang, Tong Li, Xiang Chen, Tingliang Zhou:
Empowering Domain Experts With Formal Methods for Consistency Verification of Safety Requirements. IEEE Trans. Intell. Transp. Syst. 24(12): 15146-15157 (2023) - [j60]Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang:
On the Significance of Category Prediction for Code-Comment Synchronization. ACM Trans. Softw. Eng. Methodol. 32(2): 30:1-30:41 (2023) - [j59]Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu, Kechi Zhang, Zhiyi Fu:
CodeEditor: Learning to Edit Source Code with Pre-trained Models. ACM Trans. Softw. Eng. Methodol. 32(6): 143:1-143:22 (2023) - [c139]Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin:
Self-Edit: Fault-Aware Code Editor for Code Generation. ACL (1) 2023: 769-787 - [c138]Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Fang Wang, Chongyang Tao:
SEAG: Structure-Aware Event Causality Generation. ACL (Findings) 2023: 4631-4644 - [c137]Zhengwei Tao, Zhi Jin, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao, Tao Shen, Chongyang Tao:
UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning. ACL (1) 2023: 7088-7102 - [c136]Yihong Dong, Ge Li, Xue Jiang, Zhi Jin:
Antecedent Predictions Are More Important Than You Think: An Effective Method for Tree-Based Code Generation. ECAI 2023: 565-574 - [c135]Chengfeng Dou, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao:
PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning. EMNLP (Findings) 2023: 5050-5066 - [c134]Jia Li, Yongmin Li, Ge Li, Zhi Jin, Yiyang Hao, Xing Hu:
SkCoder: A Sketch-based Approach for Automatic Code Generation. ICSE 2023: 2124-2135 - [c133]Jia Li, Fang Liu, Jia Li, Yunfei Zhao, Ge Li, Zhi Jin:
MCodeSearcher: Multi-View Contrastive Learning for Code Search. Internetware 2023: 270-280 - [c132]Yihong Dong, Ge Li, Zhi Jin:
CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation. ISSTA 2023: 188-198 - [c131]Mingyang Geng, Shangwen Wang, Dezun Dong, Haotian Wang, Shaomeng Cao, Kechi Zhang, Zhi Jin:
Interpretation-based Code Summarization. ICPC 2023: 113-124 - [c130]Kechi Zhang, Zhuo Li, Zhi Jin, Ge Li:
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models. ICPC 2023: 157-168 - [c129]Jia Li, Chongyang Tao, Zhi Jin, Fang Liu, Jia Li, Ge Li:
ZC3: Zero-Shot Cross-Language Code Clone Detection. ASE 2023: 875-887 - [c128]Zhi Jin, Nan Niu, Yijun Yu:
An RE'23 Workshop on Environment-Driven Requirements Engineering (EnviRE'23). REW 2023: 168-169 - [c127]Dongming Jin, Chunhui Wang, Zhi Jin:
Automating Extraction of Problem Diagrams from Natural Language Requirement Documents. REW 2023: 199-204 - [c126]Wenhan Wang, Kechi Zhang, Ge Li, Shangqing Liu, Anran Li, Zhi Jin, Yang Liu:
Learning Program Representations with a Tree-Structured Transformer. SANER 2023: 248-259 - [e17]Claudio A. Ardagna, Nimanthi L. Atukorala, Carl K. Chang, Jing Fan, Geoffrey C. Fox, Sumi Helal, Zhi Jin, Qinghua Lu, Tiberiu Seceleanu, Stephen S. Yau:
IEEE International Conference on Software Services Engineering, SSE 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-4075-4 [contents] - [e16]Claudio A. Ardagna, Feras M. Awaysheh, Hongyi Bian, Carl K. Chang, Rong N. Chang, Flávia Coimbra Delicato, Nirmit Desai, Jing Fan, Geoffrey C. Fox, Andrzej Goscinski, Zhi Jin, Anna Kobusinska, Omer F. Rana:
IEEE International Conference on Edge Computing and Communications, EDGE 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-0483-1 [contents] - [e15]Claudio A. Ardagna, Boualem Benatallah, Hongyi Bian, Carl K. Chang, Rong N. Chang, Jing Fan, Geoffrey C. Fox, Zhi Jin, Xuanzhe Liu, Heiko Ludwig, Michael Sheng, Jian Yang:
IEEE International Conference on Web Services, ICWS 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-0485-5 [contents] - [e14]Hong Mei, Jian Lv, Zhi Jin, Xuandong Li, Xiaohu Yang, Xin Xia:
Proceedings of the 14th Asia-Pacific Symposium on Internetware, Internetware 2023, Hangzhou, China, August 4-6, 2023. ACM 2023 [contents] - [e13]Shaukat Ali, Claudio A. Ardagna, Nimanthi L. Atukorala, Johanna Barzen, Carl K. Chang, Rong Chang, Jing Fan, Ismael Faro, Sebastian Feld, Geoffrey Fox, Zhi Jin, Frank Leymann, Florian Neukart, Salvador de la Puente, Manuel Wimmer:
IEEE John Vincent Atanasoff International Symposium on Modern Computing, JVA 2023, Chicago, IL, USA, July 5-6, 2023. IEEE 2023, ISBN 979-8-3503-2889-9 [contents] - [e12]Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma:
Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14117, Springer 2023, ISBN 978-3-031-40282-1 [contents] - [e11]Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma:
Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14118, Springer 2023, ISBN 978-3-031-40285-2 [contents] - [e10]Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma:
Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part III. Lecture Notes in Computer Science 14119, Springer 2023, ISBN 978-3-031-40288-3 [contents] - [e9]Zhi Jin, Yuncheng Jiang, Robert Andrei Buchmann, Yaxin Bi, Ana-Maria Ghiran, Wenjun Ma:
Knowledge Science, Engineering and Management - 16th International Conference, KSEM 2023, Guangzhou, China, August 16-18, 2023, Proceedings, Part IV. Lecture Notes in Computer Science 14120, Springer 2023, ISBN 978-3-031-40291-3 [contents] - [e8]Shaukat Ali, Claudio Agostino Ardagna, Nimanthi L. Atukorala, Johanna Barzen, Carl K. Chang, Rong N. Chang, Jing Fan, Ismael Faro, Sebastian Feld, Geoffrey Fox, Zhi Jin, Frank Leymann, Florian Neukart, Salvador de la Puente, Manuel Wimmer:
IEEE International Conference on Quantum Software, QSW 2023, Chicago, IL, USA, July 2-8, 2023. IEEE 2023, ISBN 979-8-3503-0479-4 [contents] - [i64]Yihong Dong, Jiazheng Ding, Xue Jiang, Zhuo Li, Ge Li, Zhi Jin:
CodeScore: Evaluating Code Generation by Learning Code Execution. CoRR abs/2301.09043 (2023) - [i63]Jia Li, Yongmin Li, Ge Li, Zhi Jin, Yiyang Hao, Xing Hu:
SkCoder: A Sketch-based Approach for Automatic Code Generation. CoRR abs/2302.06144 (2023) - [i62]Kechi Zhang, Zhuo Li, Zhi Jin, Ge Li:
Implant Global and Local Hierarchy Information to Sequence based Code Representation Models. CoRR abs/2303.07826 (2023) - [i61]Jia Li, Yunfei Zhao, Yongmin Li, Ge Li, Zhi Jin:
Towards Enhancing In-Context Learning for Code Generation. CoRR abs/2303.17780 (2023) - [i60]Yihong Dong, Xue Jiang, Zhi Jin, Ge Li:
Self-collaboration Code Generation via ChatGPT. CoRR abs/2304.07590 (2023) - [i59]Mingyang Geng, Shangwen Wang, Dezun Dong, Haotian Wang, Ge Li, Zhi Jin, Xiaoguang Mao, Xiangke Liao:
An Empirical Study on Using Large Language Models for Multi-Intent Comment Generation. CoRR abs/2304.11384 (2023) - [i58]Kechi Zhang, Ge Li, Jia Li, Zhuo Li, Zhi Jin:
ToolCoder: Teach Code Generation Models to use API search tools. CoRR abs/2305.04032 (2023) - [i57]Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin:
Self-Edit: Fault-Aware Code Editor for Code Generation. CoRR abs/2305.04087 (2023) - [i56]Jia Li, Ge Li, Yongmin Li, Zhi Jin:
Enabling Programming Thinking in Large Language Models Toward Code Generation. CoRR abs/2305.06599 (2023) - [i55]Yuwei Zhang, Ge Li, Zhi Jin, Ying Xing:
Neural Program Repair with Program Dependence Analysis and Effective Filter Mechanism. CoRR abs/2305.09315 (2023) - [i54]Chengfeng Dou, Zhi Jin, Wenping Jiao, Haiyan Zhao, Zhenwei Tao, Yongqiang Zhao:
Plug-and-Play Medical Dialogue System. CoRR abs/2305.11508 (2023) - [i53]Yuwei Zhang, Zhi Jin, Zejun Wang, Ying Xing, Ge Li:
SAGA: Summarization-Guided Assert Statement Generation. CoRR abs/2305.14808 (2023) - [i52]Zhengwei Tao, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Yanlin Feng, Jia Li, Wenpeng Hu:
EvEval: A Comprehensive Evaluation of Event Semantics for Large Language Models. CoRR abs/2305.15268 (2023) - [i51]Zhuo Li, Huangzhao Zhang, Zhi Jin, Ge Li:
WELL: Applying Bug Detectors to Bug Localization via Weakly Supervised Learning. CoRR abs/2305.17384 (2023) - [i50]Yuwei Zhang, Ying Xing, Ge Li, Zhi Jin:
Automated Static Warning Identification via Path-based Semantic Representation. CoRR abs/2306.15568 (2023) - [i49]Yihong Dong, Kangcheng Luo, Xue Jiang, Zhi Jin, Ge Li:
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model. CoRR abs/2308.10088 (2023) - [i48]Jia Li, Chongyang Tao, Zhi Jin, Fang Liu, Jia Li, Ge Li:
ZC3: Zero-Shot Cross-Language Code Clone Detection. CoRR abs/2308.13754 (2023) - [i47]Jia Allen Li, Yongmin Li, Ge Li, Xing Hu, Xin Xia, Zhi Jin:
EditSum: A Retrieve-and-Edit Framework for Source Code Summarization. CoRR abs/2308.13775 (2023) - [i46]Yuwei Zhang, Zhi Jin, Ying Xing, Ge Li:
STEAM: Simulating the InTeractive BEhavior of ProgrAMmers for Automatic Bug Fixing. CoRR abs/2308.14460 (2023) - [i45]Yuqi Zhu, Jia Li, Ge Li, Yunfei Zhao, Jia Li, Zhi Jin, Hong Mei:
Improving Code Generation by Dynamic Temperature Sampling. CoRR abs/2309.02772 (2023) - [i44]Jia Li, Ge Li, Chongyang Tao, Jia Li, Huangzhao Zhang, Fang Liu, Zhi Jin:
Large Language Model-Aware In-Context Learning for Code Generation. CoRR abs/2310.09748 (2023) - [i43]Yongqiang Zhao, Zhenyu Li, Zhi Jin, Feng Zhang, Haiyan Zhao, Chengfeng Dou, Zhengwei Tao, Xinhai Xu, Donghong Liu:
Enhancing the Spatial Awareness Capability of Multi-Modal Large Language Model. CoRR abs/2310.20357 (2023) - [i42]Zejun Wang, Jia Li, Ge Li, Zhi Jin:
ChatCoder: Chat-based Refine Requirement Improves LLMs' Code Generation. CoRR abs/2311.00272 (2023) - [i41]Rongao Li, Jie Fu, Bo-Wen Zhang, Tao Huang, Zhihong Sun, Chen Lyu, Guang Liu, Zhi Jin, Ge Li:
TACO: Topics in Algorithmic COde generation dataset. CoRR abs/2312.14852 (2023) - 2022
- [j58]Yongqiang Zhao, Zhi Jin, Haiyan Zhao, F. Zhang, Z. W. Tao, Chengfeng Dou, Xinhai Xu, Donghong Liu:
Fine-Grained Scene Graph Generation with Overlap Region and Geometrical Center. Comput. Graph. Forum 41(7): 359-370 (2022) - [j57]Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
Massive self-organized shape formation in grid environments. Sci. China Inf. Sci. 65(6): 1-2 (2022) - [j56]Fang Liu, Ge Li, Bolin Wei, Xin Xia, Zhiyi Fu, Zhi Jin:
A unified multi-task learning model for AST-level and token-level code completion. Empir. Softw. Eng. 27(4): 91 (2022) - [j55]Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin:
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. J. Syst. Softw. 184: 111108 (2022) - [j54]Zedong Peng, Prachi Rathod, Nan Niu, Tanmay Bhowmik, Hui Liu, Lin Shi, Zhi Jin:
Testing software's changing features with environment-driven abstraction identification. Requir. Eng. 27(4): 405-427 (2022) - [j53]Xiaohong Chen, Qianqian Liu, Frédéric Mallet, Qin Li, Shubin Cai, Zhi Jin:
Formally verifying consistency of sequence diagrams for safety critical systems. Sci. Comput. Program. 216: 102777 (2022) - [j52]Yixing Luo, Yuan Zhou, Haiyan Zhao, Zhi Jin, Tianwei Zhang, Yang Liu, Danny Barthaud, Yijun Yu:
Online adaptation for autonomous unmanned systems driven by requirements satisfaction model. Softw. Syst. Model. 21(4): 1295-1319 (2022) - [j51]Chao Chen, Abdelsalam (Sumi) Helal, Zhi Jin, Mingyue Zhang, Choonhwa Lee:
IoTranx: Transactions for Safer Smart Spaces. ACM Trans. Cyber Phys. Syst. 6(1): 1:1-1:26 (2022) - [j50]Huangzhao Zhang, Zhiyi Fu, Ge Li, Lei Ma, Zhehao Zhao, Hua'an Yang, Yizhe Sun, Yang Liu, Zhi Jin:
Towards Robustness of Deep Program Processing Models - Detection, Estimation, and Enhancement. ACM Trans. Softw. Eng. Methodol. 31(3): 50:1-50:40 (2022) - [j49]Yuxia Zhang, Hui Liu, Xin Tan, Minghui Zhou, Zhi Jin, Jiaxin Zhu:
Turnover of Companies in OpenStack: Prevalence and Rationale. ACM Trans. Softw. Eng. Methodol. 31(4): 75:1-75:24 (2022) - [c125]Jialong Li, Mingyue Zhang, Zhenyu Mao, Haiyan Zhao, Zhi Jin, Shinichi Honiden, Kenji Tei:
Goal-oriented Knowledge Reuse via Curriculum Evolution for Reinforcement Learning-based Adaptation. APSEC 2022: 189-198 - [c124]Jia Li, Yuyuan Zhao, Zhi Jin, Ge Li, Tao Shen, Zhengwei Tao, Chongyang Tao:
SK2: Integrating Implicit Sentiment Knowledge and Explicit Syntax Knowledge for Aspect-Based Sentiment Analysis. CIKM 2022: 1114-1123 - [c123]Han Peng, Ge Li, Yunfei Zhao, Zhi Jin:
Rethinking Positional Encoding in Tree Transformer for Code Representation. EMNLP 2022: 3204-3214 - [c122]Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Fuyuki Ishikawa, Rongxin Wu, Tao Xie:
Targeting requirements violations of autonomous driving systems by dynamic evolutionary search (HOP at GECCO'22). GECCO Companion 2022: 33-34 - [c121]Shaobin Liu, Xiaohong Chen, Zhi Jin, Min Zhang:
Automated Inconsistency Analysis of Real-Time Requirements: A Domain Expert Friendly Approach. HPCC/DSS/SmartCity/DependSys 2022: 1109-1114 - [c120]Fang Liu, Ge Li, Zhiyi Fu, Shuai Lu, Yiyang Hao, Zhi Jin:
Learning to Recommend Method Names with Global Context. ICSE 2022: 1294-1306 - [c119]Yixing Luo, Haiyan Zhao, Zhi Jin:
A Taxonomy for Architecting Safe Autonomous Unmanned Systems. Internetware 2022: 156-165 - [c118]Mingyue Zhang, Zhi Jin, Jian Hou, Renwei Luo:
Resilient Mechanism Against Byzantine Failure for Distributed Deep Reinforcement Learning. ISSRE 2022: 378-389 - [c117]Kechi Zhang, Wenhan Wang, Huangzhao Zhang, Ge Li, Zhi Jin:
Learning to represent programs with heterogeneous graphs. ICPC 2022: 378-389 - [c116]Haojie Zhang, Ge Li, Jia Li, Zhongjin Zhang, Yuqi Zhu, Zhi Jin:
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively. NeurIPS 2022 - [c115]Zhi Jin, Nan Niu, Yijun Yu:
An RE'22 Workshop on Environment-Driven Requirements Engineering (EnviRE'22). RE Workshops 2022: 1 - [c114]Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Linjuan Zhang, Fuyuki Ishikawa:
Hierarchical Assessment of Safety Requirements for Configurations of Autonomous Driving Systems. RE 2022: 88-100 - [i40]Fang Liu, Ge Li, Zhiyi Fu, Shuai Lu, Yiyang Hao, Zhi Jin:
Learning to Recommend Method Names with Global Context. CoRR abs/2201.10705 (2022) - [i39]Fang Liu, Zhiyi Fu, Ge Li, Zhi Jin, Hui Liu, Yiyang Hao:
Non-autoregressive Model for Full-line Code Completion. CoRR abs/2204.09877 (2022) - [i38]Kechi Zhang, Ge Li, Zhi Jin:
What does Transformer learn about source code? CoRR abs/2207.08466 (2022) - [i37]Wenhan Wang, Kechi Zhang, Ge Li, Shangqing Liu, Zhi Jin, Yang Liu:
A Tree-structured Transformer for Program Representation Learning. CoRR abs/2208.08643 (2022) - [i36]Yihong Dong, Ge Li, Zhi Jin:
Antecedent Predictions Are Dominant for Tree-Based Code Generation. CoRR abs/2208.09998 (2022) - [i35]Jia Li, Zhuo Li, Huangzhao Zhang, Ge Li, Zhi Jin, Xing Hu, Xin Xia:
Poison Attack and Defense on Deep Source Code Processing Models. CoRR abs/2210.17029 (2022) - [i34]Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu, Kechi Zhang, Zhiyi Fu:
CodeEditor: Learning to Edit Source Code with Pre-trained Models. CoRR abs/2210.17040 (2022) - [i33]Yihong Dong, Ge Li, Zhi Jin:
CODEP: Grammatical Seq2Seq Model for General-Purpose Code Generation. CoRR abs/2211.00818 (2022) - [i32]Haojie Zhang, Ge Li, Jia Li, Zhongjin Zhang, Yuqi Zhu, Zhi Jin:
Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively. CoRR abs/2211.01642 (2022) - 2021
- [j48]Bian Han, Xiaohong Chen, Zhi Jin, Min Zhang:
Approach to Generating TAP Rules in IoT Systems Based on Enviro nment Modeling. Int. J. Softw. Informatics 11(3): 263-286 (2021) - [j47]Chun-Hui Wang, Zhi Jin, Wei Zhang, Didar Zowghi, Hai-Yan Zhao, Wenpin Jiao:
Activity Diagram Synthesis Using Labelled Graphs and the Genetic Algorithm. J. Comput. Sci. Technol. 36(6): 1388-1406 (2021) - [j46]Yuxia Zhang, Minghui Zhou, Audris Mockus, Zhi Jin:
Companies' Participation in OSS Development-An Empirical Study of OpenStack. IEEE Trans. Software Eng. 47(10): 2242-2259 (2021) - [c113]Mingyue Zhang, Jialong Li, Haiyan Zhao, Kenji Tei, Shinichi Honiden, Zhi Jin:
A Meta Reinforcement Learning-based Approach for Self-Adaptive System. ACSOS 2021: 1-10 - [c112]Mingyue Zhang, Zhi Jin, Yang Xu, Zehan Shen, Kun Liu, Keyu Pan:
Fast Adaptation to External Agents via Meta Imitation Counterfactual Regret Advantage. AAMAS 2021: 1709-1711 - [c111]Bo Shen, Wei Zhang, Ailun Yu, Zhao Wei, Guangtai Liang, Haiyan Zhao, Zhi Jin:
Cross-language Code Coupling Detection: A Preliminary Study on Android Applications. ICSME 2021: 378-388 - [c110]Carl K. Chang, Paolo Ceravolo, Rong N. Chang, Sumi Helal, Zhi Jin, Xuanzhe Liu, Ming Hua:
Software Services Engineering Manifesto - A Cross-Cutting Declaration. ICWS 2021: 703-709 - [c109]Jia Li, Yongmin Li, Ge Li, Xing Hu, Xin Xia, Zhi Jin:
EditSum: A Retrieve-and-Edit Framework for Source Code Summarization. ASE 2021: 155-166 - [c108]Yixing Luo, Xiao-Yi Zhang, Paolo Arcaini, Zhi Jin, Haiyan Zhao, Fuyuki Ishikawa, Rongxin Wu, Tao Xie:
Targeting Requirements Violations of Autonomous Driving Systems by Dynamic Evolutionary Search. ASE 2021: 279-291 - [c107]Bo Shen, Wei Zhang, Ailun Yu, Yifan Shi, Haiyan Zhao, Zhi Jin:
SoManyConflicts: Resolve Many Merge Conflicts Interactively and Systematically. ASE 2021: 1291-1295 - [c106]Han Peng, Ge Li, Wenhan Wang, Yunfei Zhao, Zhi Jin:
Integrating Tree Path in Transformer for Code Representation. NeurIPS 2021: 9343-9354 - [c105]Zedong Peng, Prachi Rathod, Nan Niu, Tanmay Bhowmik, Hui Liu, Lin Shi, Zhi Jin:
Environment-Driven Abstraction Identification for Requirements-Based Testing. RE 2021: 245-256 - [c104]Zhi Jin, Nan Niu, Yijun Yu:
An RE'21 Workshop on Environment-Driven Requirements Engineering (EnviRE'21). RE Workshops 2021: 421 - [c103]Bian Han, Xiaohong Chen, Zhi Jin, Lin Liu:
Smart3E: Enabling End Users to Express Their Needs for Smart Homes. RE 2021: 422-423 - [c102]Nianyu Li, Javier Cámara, David Garlan, Bradley R. Schmerl, Zhi Jin:
Hey! Preparing Humans to do Tasks in Self-adaptive Systems. SEAMS@ICSE 2021: 48-58 - [c101]Bo Shen, Wei Zhang, Christian Kästner, Haiyan Zhao, Zhao Wei, Guangtai Liang, Zhi Jin:
SmartCommit: a graph-based interactive assistant for activity-oriented commits. ESEC/SIGSOFT FSE 2021: 379-390 - [e7]Bing Qin, Zhi Jin, Haofen Wang, Jeff Z. Pan, Yongbin Liu, Bo An:
Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction - 6th China Conference, CCKS 2021, Guangzhou, China, November 4-7, 2021, Proceedings. Communications in Computer and Information Science 1466, Springer 2021, ISBN 978-981-16-6470-0 [contents] - [e6]Zhi Jin, Xuandong Li, Jianwen Xiang, Leonardo Mariani, Ting Liu, Xiao Yu, Nahgmeh Ivaki:
32nd IEEE International Symposium on Software Reliability Engineering, ISSRE 2021, Wuhan, China, October 25-28, 2021. IEEE 2021, ISBN 978-1-6654-2587-2 [contents] - [i31]Wenjie Chu, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
Massive Self-Assembly in Grid Environments. CoRR abs/2102.05037 (2021) - [i30]Wenhan Wang, Ge Li, Sijie Shen, Xin Xia, Zhi Jin:
Modular Tree Network for Source Code Representation Learning. CoRR abs/2104.00196 (2021) - [i29]Mingyue Zhang, Jialong Li, Haiyan Zhao, Kenji Tei, Shinichi Honiden, Zhi Jin:
A Meta Reinforcement Learning-based Approach for Self-Adaptive System. CoRR abs/2105.04986 (2021) - [i28]Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin:
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. CoRR abs/2111.11435 (2021) - [i27]Mingyue Zhang, Nianyu Li, Sridhar Adepu, Eunsuk Kang, Zhi Jin:
A Game-Theoretical Self-Adaptation Framework for Securing Software-Intensive Systems. CoRR abs/2112.07588 (2021) - 2020
- [j45]Xing Hu, Ge Li, Xin Xia, David Lo, Zhi Jin:
Deep code comment generation with hybrid lexical and syntactical information. Empir. Softw. Eng. 25(3): 2179-2217 (2020) - [j44]Chunhui Wang, Wei Zhang, Haiyan Zhao, Zhi Jin:
Towards a fictional collective programming scenario: an approach based on the EIF loop. Empir. Softw. Eng. 25(5): 3671-3710 (2020) - [j43]Tao Xie, Zhi Jin, Xuandong Li, Gang Huang, Hausi A. Müller, Jun Pang, Lijun Zhang:
Preface. J. Comput. Sci. Technol. 35(6): 1231-1233 (2020) - [j42]Fang Liu, Lu Zhang, Zhi Jin:
Modeling programs hierarchically with stack-augmented LSTM. J. Syst. Softw. 164: 110547 (2020) - [j41]Nianyu Li, Christos Tsigkanos, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi:
Early validation of cyber-physical space systems via multi-concerns integration. J. Syst. Softw. 170: 110742 (2020) - [j40]Caihua Liu, Didar Zowghi, Amir Talaei-Khoei, Zhi Jin:
Empirical study of Data Completeness in Electronic Health Records in China. Pac. Asia J. Assoc. Inf. Syst. 12(2): 4 (2020) - [j39]Wenhan Wang, Ge Li, Sijie Shen, Xin Xia, Zhi Jin:
Modular Tree Network for Source Code Representation Learning. ACM Trans. Softw. Eng. Methodol. 29(4): 31:1-31:23 (2020) - [c100]Huangzhao Zhang, Zhuo Li, Ge Li, Lei Ma, Yang Liu, Zhi Jin:
Generating Adversarial Examples for Holding Robustness of Source Code Processing Models. AAAI 2020: 1169-1176 - [c99]Yixing Luo, Yijun Yu, Zhi Jin, Yao Li, Zuohua Ding, Yuan Zhou, Yang Liu:
Privacy-Aware UAV Flights through Self-Configuring Motion Planning. ICRA 2020: 1169-1175 - [c98]Yuxia Zhang, Minghui Zhou, Klaas-Jan Stol, Jianyu Wu, Zhi Jin:
How do companies collaborate in open source ecosystems?: an empirical study of OpenStack. ICSE 2020: 1196-1208 - [c97]Fang Liu, Ge Li, Bolin Wei, Xin Xia, Zhiyi Fu, Zhi Jin:
A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning. ICPC 2020: 37-47 - [c96]Bolin Wei, Yongmin Li, Ge Li, Xin Xia, Zhi Jin:
Retrieve and Refine: Exemplar-based Neural Comment Generation. ASE 2020: 349-360 - [c95]Fang Liu, Ge Li, Yunfei Zhao, Zhi Jin:
Multi-task Learning based Pre-trained Language Model for Code Completion. ASE 2020: 473-485 - [c94]Christos Tsigkanos, Nianyu Li, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi:
Scalable Multiple-View Analysis of Reactive Systems via Bidirectional Model Transformations. ASE 2020: 993-1003 - [c93]Wenjie Chu, Haiyan Zhao, Zhi Jin, Zhenjiang Hu:
Adaptive Data Sharing and Computation Offloading in Cloud-Edge Computing with Resource Constraints. SMC 2020: 2842-2849 - [c92]Wenhan Wang, Ge Li, Bo Ma, Xin Xia, Zhi Jin:
Detecting Code Clones with Graph Neural Network and Flow-Augmented Abstract Syntax Tree. SANER 2020: 261-271 - [i26]Fang Liu, Lu Zhang, Zhi Jin:
Modeling Programs Hierarchically with Stack-Augmented LSTM. CoRR abs/2002.04516 (2020) - [i25]Wenhan Wang, Ge Li, Bo Ma, Xin Xia, Zhi Jin:
Detecting Code Clones with Graph Neural Networkand Flow-Augmented Abstract Syntax Tree. CoRR abs/2002.08653 (2020) - [i24]Nianyu Li, Christos Tsigkanos, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi:
Early Validation of Cyber-Physical Space Systems via Multi-Concerns Integration. CoRR abs/2007.06719 (2020) - [i23]Wenhan Wang, Sijie Shen, Ge Li, Zhi Jin:
Towards Full-line Code Completion with Neural Language Models. CoRR abs/2009.08603 (2020) - [i22]Bolin Wei, Yongmin Li, Ge Li, Xin Xia, Zhi Jin:
Retrieve and Refine: Exemplar-based Neural Comment Generation. CoRR abs/2010.04459 (2020) - [i21]Wenhan Wang, Kechi Zhang, Ge Li, Zhi Jin:
Learning to Represent Programs with Heterogeneous Graphs. CoRR abs/2012.04188 (2020) - [i20]Fang Liu, Ge Li, Yunfei Zhao, Zhi Jin:
Multi-task Learning based Pre-trained Language Model for Code Completion. CoRR abs/2012.14631 (2020)
2010 – 2019
- 2019
- [j38]Tao Xie, Jun Wei, Chang Xu, Zhi Jin, Xiaoxing Ma:
Preface. J. Comput. Sci. Technol. 34(5): 939-941 (2019) - [j37]Bo Shen, Wei Zhang, Haiyan Zhao, Guangtai Liang, Zhi Jin, Qianxiang Wang:
IntelliMerge: a refactoring-aware software merging technique. Proc. ACM Program. Lang. 3(OOPSLA): 170:1-170:28 (2019) - [j36]He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin:
Toward Better Summarizing Bug Reports With Crowdsourcing Elicited Attributes. IEEE Trans. Reliab. 68(1): 2-22 (2019) - [c91]Xing Hu, Rui Men, Ge Li, Zhi Jin:
Deep-AutoCoder: Learning to Complete Code Precisely with Induced Code Tokens. COMPSAC (1) 2019: 159-168 - [c90]Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin:
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? a Comparison between Dialog and Translation. ICASSP 2019: 7290-7294 - [c89]Amel Bennaceur, Carlo Ghezzi, Kenji Tei, Timo Kehrer, Danny Weyns, Radu Calinescu, Schahram Dustdar, Zhenjiang Hu, Shinichi Honiden, Fuyuki Ishikawa, Zhi Jin, Jeffrey Kramer, Marin Litoiu, Michele Loreti, Gabriel A. Moreno, Hausi A. Müller, Laura Nenzi, Bashar Nuseibeh, Liliana Pasquale, Wolfgang Reisig, Heinz Schmidt, Christos Tsigkanos, Haiyan Zhao:
Modelling and analysing resilient cyber-physical systems. SEAMS@ICSE 2019: 70-76 - [c88]Bolin Wei, Ge Li, Xin Xia, Zhiyi Fu, Zhi Jin:
Code Generation as a Dual Task of Code Summarization. NeurIPS 2019: 6559-6569 - [c87]Nianyu Li, Christos Tsigkanos, Zhi Jin, Schahram Dustdar, Zhenjiang Hu, Carlo Ghezzi:
POET: Privacy on the Edge with Bidirectional Data Transformations. PerCom 2019: 1-10 - [c86]Xiaohong Chen, Zhiwei Zhong, Zhi Jin, Min Zhang, Tong Li, Xiang Chen, Tingliang Zhou:
Automating Consistency Verification of Safety Requirements for Railway Interlocking Systems. RE 2019: 308-318 - [c85]Yixing Luo, Yijun Yu, Zhi Jin, Haiyan Zhao:
Environment-Centric Safety Requirements for Autonomous Unmanned Systems. RE 2019: 410-415 - [c84]Zhi Jin, Xiaohong Chen, Zhi Li, Yijun Yu:
RE4CPS: Requirements Engineering for Cyber-Physical Systems. RE 2019: 496-497 - [i19]Bolin Wei, Ge Li, Xin Xia, Zhiyi Fu, Zhi Jin:
Code Generation as a Dual Task of Code Summarization. CoRR abs/1910.05923 (2019) - 2018
- [j35]Zhengheng Yuan, Xiaohong Chen, Jing Liu, Yijun Yu, Haiying Sun, Tingliang Zhou, Zhi Jin:
Simplifying the Formal Verification of Safety Requirements in Zone Controllers Through Problem Frames and Constraint-Based Projection. IEEE Trans. Intell. Transp. Syst. 19(11): 3517-3528 (2018) - [c83]Christos Tsigkanos, Nianyu Li, Zhi Jin, Zhenjiang Hu, Carlo Ghezzi:
On early statistical requirements validation of cyber-physical space systems. SEsCPS@ICSE 2018: 13-18 - [c82]Yuxia Zhang, Xin Tan, Minghui Zhou, Zhi Jin:
Companies' domination in FLOSS development: an empirical study of OpenStack. ICSE (Companion Volume) 2018: 440-441 - [c81]Xing Hu, Ge Li, Xin Xia, David Lo, Shuai Lu, Zhi Jin:
Summarizing Source Code with Transferred API Knowledge. IJCAI 2018: 2269-2275 - [c80]Zuohua Ding, Wenjie Jiang, Mingyue Jiang, Zhi Jin, He Jiang:
Model Checking the Uncertainties in Software Systems Introduced by Intelligent Components. ISSRE Workshops 2018: 130-131 - [c79]Xing Hu, Ge Li, Xin Xia, David Lo, Zhi Jin:
Deep code comment generation. ICPC 2018: 200-210 - [i18]He Jiang, Xiaochen Li, Zhilei Ren, Jifeng Xuan, Zhi Jin:
Towards Better Summarizing Bug Reports with Crowdsourcing Elicited Attributes. CoRR abs/1810.00125 (2018) - [i17]Bo Shen, Wei Zhang, Haiyan Zhao, Zhi Jin, Yanhong Wu:
Solving Pictorial Jigsaw Puzzle by Stigmergy-inspired Internet-based Human Collective Intelligence. CoRR abs/1812.02559 (2018) - 2017
- [j34]Xiaofeng Zhu, Zhi Jin, Rongrong Ji:
Learning high-dimensional multimedia data. Multim. Syst. 23(3): 281-283 (2017) - [c78]Chunhui Wang, Wei Zhang, Haiyan Zhao, Zhi Jin:
Eliciting Activity Requirements from Crowd Using Genetic Algorithm. APRES 2017: 99-113 - [c77]Tianqi Zhao, Wei Zhang, Haiyan Zhao, Zhi Jin:
A Reinforcement Learning-Based Framework for the Generation and Evolution of Adaptation Rules. ICAC 2017: 103-112 - [c76]Xiaohong Chen, Ling Yin, Yijun Yu, Zhi Jin:
Transforming Timing Requirements into CCSL Constraints to Verify Cyber-Physical Systems. ICFEM 2017: 54-70 - [c75]Yunchuan Chen, Ge Li, Zhi Jin:
Learning Sparse Overcomplete Word Vectors Without Intermediate Dense Representations. KSEM 2017: 3-15 - [c74]Wenhao Huang, Ge Li, Zhi Jin:
Improved Knowledge Base Completion by the Path-Augmented TransR Model. KSEM 2017: 149-159 - [c73]Yangyang Lu, Ge Li, Zelong Zhao, Linfeng Wen, Zhi Jin:
Learning to Infer API Mappings from API Documents. KSEM 2017: 237-248 - [e5]Hong Mei, Jian Lyu, Zhi Jin, Wenyun Zhao:
Proceedings of the 9th Asia-Pacific Symposium on Internetware, Internetware 2017, Shanghai, China, September 23 - 23, 2017. ACM 2017, ISBN 978-1-4503-5313-7 [contents] - [e4]Gang Li, Yong Ge, Zili Zhang, Zhi Jin, Michael Blumenstein:
Knowledge Science, Engineering and Management - 10th International Conference, KSEM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Proceedings. Lecture Notes in Computer Science 10412, Springer 2017, ISBN 978-3-319-63557-6 [contents] - [i16]Zhuoqun Yang, Wei Zhang, Haiyan Zhao, Zhi Jin:
Requirements-Driven Dynamic Adaptation to Mitigate Runtime Uncertainties for Self-Adaptive Systems. CoRR abs/1704.00419 (2017) - [i15]Bolin Wei, Shuai Lu, Lili Mou, Hao Zhou, Pascal Poupart, Ge Li, Zhi Jin:
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation. CoRR abs/1712.02250 (2017) - 2016
- [j33]Zuohua Ding, Mingyue Jiang, Haibo Chen, Zhi Jin, Mengchu Zhou:
Petri net based test case generation for evolved specification. Sci. China Inf. Sci. 59(8): 080105:1-080105:25 (2016) - [j32]Qiang Wei, Zhi Jin, Lixing Li, Ge Li:
Lightweight semantic service modelling for IoT: an environment-based approach. Int. J. Embed. Syst. 8(2/3): 164-173 (2016) - [j31]Xiaohong Chen, Zhi Jin:
Capturing Requirements from Expected Interactions Between Software and Its Interactive Environment: An Ontology Based Approach. Int. J. Softw. Eng. Knowl. Eng. 26(1): 15-40 (2016) - [c72]Lili Mou, Ge Li, Lu Zhang, Tao Wang, Zhi Jin:
Convolutional Neural Networks over Tree Structures for Programming Language Processing. AAAI 2016: 1287-1293 - [c71]Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin:
Compressing Neural Language Models by Sparse Word Representations. ACL (1) 2016 - [c70]Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin:
Natural Language Inference by Tree-Based Convolution and Heuristic Matching. ACL (2) 2016 - [c69]Tianqi Zhao, Tao Zan, Haiyan Zhao, Zhenjiang Hu, Zhi Jin:
Integrating Goal Model into Rule-Based Adaptation. APSEC 2016: 289-296 - [c68]Lili Mou, Ran Jia, Yan Xu, Ge Li, Lu Zhang, Zhi Jin:
Distilling Word Embeddings: An Encoding Approach. CIKM 2016: 1977-1980 - [c67]Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin:
Improved relation classification by deep recurrent neural networks with data augmentation. COLING 2016: 1461-1470 - [c66]Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin:
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. COLING 2016: 3349-3358 - [c65]Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin:
How Transferable are Neural Networks in NLP Applications? EMNLP 2016: 479-489 - [c64]Zhao Meng, Lili Mou, Ge Li, Zhi Jin:
Context-Aware Tree-Based Convolutional Neural Networks for Natural Language Inference. KSEM 2016: 515-526 - [c63]Yangyang Lu, Ge Li, Rui Miao, Zhi Jin:
Learning Embeddings of API Tokens to Facilitate Deep Learning Based Program Processing. KSEM 2016: 527-539 - [e3]Hong Mei, Jian Lv, Zhi Jin, Xuandong Li:
Proceedings of the 8th Asia-Pacific Symposium on Internetware, Internetware 2016, Beijing, China, September 18, 2016. ACM 2016, ISBN 978-1-4503-4829-4 [contents] - [i14]Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin:
Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation. CoRR abs/1601.03651 (2016) - [i13]Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang, Zhi Jin:
How Transferable are Neural Networks in NLP Applications? CoRR abs/1603.06111 (2016) - [i12]Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin:
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. CoRR abs/1607.00970 (2016) - [i11]Yunchuan Chen, Lili Mou, Yan Xu, Ge Li, Zhi Jin:
Compressing Neural Language Models by Sparse Word Representations. CoRR abs/1610.03950 (2016) - [i10]Wenhao Huang, Ge Li, Zhi Jin:
Improved Knowledge Base Completion by Path-Augmented TransR Model. CoRR abs/1610.04073 (2016) - 2015
- [j30]Yi Jiang, Wei Zhang, Haiyan Zhao, Zhi Jin:
互联网环境中基于环境激发效应的协同式概念建模 (Stigmergy-based Collaborative Conceptual Modeling in Web Environment). 计算机科学 42(11): 228-234 (2015) - [j29]Wei Zhang, Haiyan Zhao, Yi Jiang, Zhi Jin:
Stigmergy-Based Construction of Internetware Artifacts. IEEE Softw. 32(1): 58-66 (2015) - [c62]Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin:
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths. EMNLP 2015: 1785-1794 - [c61]Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin:
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks. EMNLP 2015: 2106-2111 - [c60]Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin:
Discriminative Neural Sentence Modeling by Tree-Based Convolution. EMNLP 2015: 2315-2325 - [c59]Huaqian Cai, Ying Zhang, Zhi Jin, Xuanzhe Liu, Gang Huang:
DelayDroid: Reducing Tail-Time Energy by Refactoring Android Apps. Internetware 2015: 1-10 - [c58]Wenjing Yu, Haiyan Zhao, Wei Zhang, Zhi Jin:
A Feature-Driven Approach to Automated Class Diagram Construction. Internetware 2015: 203-211 - [c57]Hao Peng, Lili Mou, Ge Li, Yuxuan Liu, Lu Zhang, Zhi Jin:
Building Program Vector Representations for Deep Learning. KSEM 2015: 547-553 - [c56]Tianqi Zhao, Haiyan Zhao, Wei Zhang, Zhi Jin:
Goal model driven alternative selection: a quantitative approach. MoDRE 2015: 63-72 - [i9]Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang, Zhi Jin:
Tree-based Convolution: A New Neural Architecture for Sentence Modeling. CoRR abs/1504.01106 (2015) - [i8]Lili Mou, Ge Li, Yan Xu, Lu Zhang, Zhi Jin:
Distilling Word Embeddings: An Encoding Approach. CoRR abs/1506.04488 (2015) - [i7]Yan Xu, Lili Mou, Ge Li, Yunchuan Chen, Hao Peng, Zhi Jin:
Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Path. CoRR abs/1508.03720 (2015) - [i6]Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin:
A Comparative Study on Regularization Strategies for Embedding-based Neural Networks. CoRR abs/1508.03721 (2015) - [i5]Lili Mou, Rui Men, Ge Li, Lu Zhang, Zhi Jin:
On End-to-End Program Generation from User Intention by Deep Neural Networks. CoRR abs/1510.07211 (2015) - [i4]Lili Mou, Rui Yan, Ge Li, Lu Zhang, Zhi Jin:
Backbone Language Modeling for Constrained Natural Language Generation. CoRR abs/1512.06612 (2015) - [i3]Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin:
Recognizing Entailment and Contradiction by Tree-based Convolution. CoRR abs/1512.08422 (2015) - 2014
- [j28]Chun Liu, Yue Wang, Wei Zhang, Zhi Jin:
Eliciting dependability requirements: a control cases based approach. Sci. China Inf. Sci. 57(1): 1-15 (2014) - [j27]Bo Wei, Zhi Jin, Didar Zowghi, Bin Yin:
Implementation decision making for internetware driven by quality requirements. Sci. China Inf. Sci. 57(7): 1-19 (2014) - [j26]Zili Zhang, Zhi Jin:
Guest Editors' Introduction. Int. J. Softw. Eng. Knowl. Eng. 24(8): 1113-1114 (2014) - [c55]Tianqi Zhao, Haiyan Zhao, Wei Zhang, Zhi Jin:
User preference based autonomic generation of self-adaptive rules. Internetware 2014: 25-34 - [c54]Lili Mou, Ge Li, Zhi Jin, Lu Zhang:
Verification Based on Hyponymy Hierarchical Characteristics for Web-Based Hyponymy Discovery. KSEM 2014: 81-92 - [c53]Zhuoqun Yang, Zhi Li, Zhi Jin, Yunchuan Chen:
A Systematic Literature Review of Requirements Modeling and Analysis for Self-adaptive Systems. REFSQ 2014: 55-71 - [c52]Wenjing Yu, Wei Zhang, Haiyan Zhao, Zhi Jin:
TDL: a transformation description language from feature model to use case for automated use case derivation. SPLC 2014: 187-196 - [e2]Didar Zowghi, Zhi Jin:
Requirements Engineering - First Asia Pacific Requirements Engineering Symposium, APRES 2014, Auckland, New Zealand, April 28-29, 2014. Proceedings. Communications in Computer and Information Science 432, Springer 2014, ISBN 978-3-662-43609-7 [contents] - [i2]Lili Mou, Ge Li, Yuxuan Liu, Hao Peng, Zhi Jin, Yan Xu, Lu Zhang:
Building Program Vector Representations for Deep Learning. CoRR abs/1409.3358 (2014) - [i1]Lili Mou, Ge Li, Zhi Jin, Lu Zhang, Tao Wang:
TBCNN: A Tree-Based Convolutional Neural Network for Programming Language Processing. CoRR abs/1409.5718 (2014) - 2013
- [j25]Wei Zhang, Li Yi, Haiyan Zhao, Zhi Jin:
Feature-oriented stigmergy-based collaborative requirements modeling: an exploratory approach for requirements elicitation and evolution based on web-enabled collective intelligence. Sci. China Inf. Sci. 56(8): 1-18 (2013) - [j24]Kedian Mu, Jun Hong, Zhi Jin, Weiru Liu:
From inconsistency handling to non-canonical requirements management: A logical perspective. Int. J. Approx. Reason. 54(1): 109-131 (2013) - [j23]Kedian Mu, Zhi Jin, Weiru Liu, Didar Zowghi, Bo Wei:
Measuring the significance of inconsistency in the Viewpoints framework. Sci. Comput. Program. 78(9): 1572-1599 (2013) - [c51]Chun Liu, Wei Zhang, Haiyan Zhao, Zhi Jin:
Analyzing Early Requirements of Cyber-physical Systems through Structure and Goal Modeling. APSEC (1) 2013: 140-147 - [c50]Lili Mou, Ge Li, Zhi Jin:
Domain Hyponymy Hierarchy Discovery by Iterative Web Searching and Inferable Semantics Based Concept Selecting. COMPSAC 2013: 387-392 - [c49]Bin Yin, Zhi Jin, Wei Zhang, Haiyan Zhao, Bo Wei:
Finding Optimal Solution for Satisficing Non-functional Requirements via 0-1 Programming. COMPSAC 2013: 415-424 - [c48]Yiyang Hao, Ge Li, Lili Mou, Lu Zhang, Zhi Jin:
MCT: a tool for commenting programs by multimedia comments. ICSE 2013: 1339-1342 - [c47]Yangyang Lu, Ge Li, Zhi Jin, Xueyuan Xing, Yiyang Hao:
A Knowware Based Infrastructure for Rule Based Control Systems in Smart Spaces. ICSR 2013: 289-294 - 2012
- [j22]Kedian Mu, Weiru Liu, Zhi Jin:
A Blame-Based Approach to Generating Proposals for Handling Inconsistency in Software Requirements. Int. J. Knowl. Syst. Sci. 3(1): 1-17 (2012) - [j21]Kedian Mu, Weiru Liu, Zhi Jin:
Measuring the blame of each formula for inconsistent prioritized knowledge bases. J. Log. Comput. 22(3): 481-516 (2012) - [c46]Lili Mou, Ge Li, Zhi Jin, Yangyang Lu, Yiyang Hao:
Discovering Domain Concepts and Hyponymy Relations by Text Relevance Classifying Based Iterative Web Searching. APSEC 2012: 213-222 - [c45]Chun Liu, Wei Zhang, Haiyan Zhao, Zhi Jin:
A Problem Oriented Approach to Modeling Feedback Loops for Self-Adaptive Software Systems. APSEC 2012: 440-445 - [c44]Bo Wei, Zhi Jin, Didar Zowghi, Bin Yin:
Automated Reasoning with Goal Tree Models for Software Quality Requirements. COMPSAC Workshops 2012: 373-378 - [c43]Lixing Li, Zhi Jin, Ge Li, Liwei Zheng, Qiang Wei:
Modeling and Analyzing the Reliability and Cost of Service Composition in the IoT: A Probabilistic Approach. ICWS 2012: 584-591 - [c42]Bin Yin, Zhi Jin, Xiaohong Chen:
An approach for selecting implementation strategies of non-functional requirements. Internetware 2012: 20:1-20:7 - [c41]Li Yi, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
Mining binary constraints in the construction of feature models. RE 2012: 141-150 - [c40]Li Yi, Haiyan Zhao, Wei Zhang, Zhi Jin:
CoFM: An environment for collaborative feature modeling. RE 2012: 317-318 - 2011
- [j20]Kedian Mu, Weiru Liu, Zhi Jin, David A. Bell:
A Syntax-based approach to measuring the degree of inconsistency for belief bases. Int. J. Approx. Reason. 52(7): 978-999 (2011) - [j19]Kedian Mu, Weiru Liu, Zhi Jin, Jun Hong, David A. Bell:
Managing Software Requirements Changes Based on Negotiation-Style Revision. J. Comput. Sci. Technol. 26(5): 890-907 (2011) - [j18]Shichao Zhang, Zhi Jin, Xiaofeng Zhu:
Missing data imputation by utilizing information within incomplete instances. J. Syst. Softw. 84(3): 452-459 (2011) - [j17]Kedian Mu, Weiru Liu, Zhi Jin:
A general framework for measuring inconsistency through minimal inconsistent sets. Knowl. Inf. Syst. 27(1): 85-114 (2011) - [j16]Xiaofeng Zhu, Shichao Zhang, Zhi Jin, Zili Zhang, Zhuoming Xu:
Missing Value Estimation for Mixed-Attribute Data Sets. IEEE Trans. Knowl. Data Eng. 23(1): 110-121 (2011) - [c39]Xiaohong Chen, Jing Liu, Frédéric Mallet, Zhi Jin:
Modeling Timing Requirements in Problem Frames Using CCSL. APSEC 2011: 381-388 - [c38]Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
Towards a More Fundamental Explanation of Constraints in Feature Models: A Requirement-Oriented Approach. ICSR 2011: 36-51 - [c37]Lin Liu, Zhi Jin, Ruqian Lu, Hongji Yang:
Agent-Oriented Requirements Analysis from Scenarios. KES-AMSTA 2011: 394-405 - [c36]Kedian Mu, Weiru Liu, Zhi Jin:
An Approach to Generating Proposals for Handling Inconsistent Software Requirements. KSEM 2011: 32-43 - [c35]Ge Li, Zhi Jin, Yan Xu, Yangyang Lu:
An Engineerable Ontology Based Approach for Requirements Elicitation in Process Centered Problem Domain. KSEM 2011: 208-220 - [c34]Bo Wei, Bin Yin, Zhi Jin, Didar Zowghi:
rΣ: Automated reasoning tool for non-functional requirement goal models. RE 2011: 337-338 - [c33]Ge Li, Zhi Jin:
An Ontology based Method for Building Understandable Hierarchical Classification Structure for Software Assets Browsing. SEKE 2011: 521-526 - [c32]Lixing Li, Zhi Jin, Ge Li:
A process algebra for environment-based specification of web services. SOSE 2011: 286-296 - [c31]Bo Wei, Zhi Jin, Didar Zowghi:
An Automatic Reasoning Mechanism for NFR Goal Models. TASE 2011: 52-59 - 2010
- [j15]Shichao Zhang, Zhi Jin, Jingli Lu:
Summary queries for frequent itemsets mining. J. Syst. Softw. 83(3): 405-411 (2010) - [j14]Tao Wang, Zhenxing Qin, Zhi Jin, Shichao Zhang:
Handling over-fitting in test cost-sensitive decision tree learning by feature selection, smoothing and pruning. J. Syst. Softw. 83(7): 1137-1147 (2010) - [j13]Puwei Wang, Zhi Jin, Lin Liu, Budan Wu:
Specifying and Composing Web Services with an Environment Ontology-Based Approach. Int. J. Web Serv. Res. 7(3): 73-92 (2010) - [c30]Bo Wei, Zhi Jin, Lin Liu:
A Formalism for Extending the NFR Framework to Support the Composition of the Goal Trees. APSEC 2010: 23-32 - [c29]Didar Zowghi, Zhi Jin:
A Framework for the Elicitation and Analysis of Information Technology Service Requirements and Their Alignment with Enterprise Business Goals. COMPSAC Workshops 2010: 269-272 - [c28]Bo Wang, Haiyan Zhao, Wei Zhang, Zhi Jin, Hong Mei:
A problem-driven collaborative approach to eliciting requirements of internetwares. Internetware 2010: 22 - [c27]Li Yi, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
CoFM: a web-based collaborative feature modeling system for internetware requirements' gathering and continual evolution. Internetware 2010: 23 - [c26]Xuanzhe Liu, Qi Zhao, Gang Huang, Zhi Jin, Hong Mei:
iMashup: assisting end-user programming for the service-oriented web. ASE 2010: 285-288 - [c25]Bo Wei, Zhi Jin, Didar Zowghi:
Knowledge Merging under Multiple Attributes. KSEM 2010: 555-560 - [c24]Xiaohong Chen, Bin Yin, Zhi Jin:
Dptool: A Tool for Supporting the Problem Description and Projection. RE 2010: 401-402 - [c23]Chun Liu, Yue Wang, Wei Zhang, Zhi Jin:
Elicitation of Dependability Requirements: A HAZOP-based Approach. RE 2010: 407-408 - [e1]Hong Mei, Jian Lv, Xuandong Li, Zhi Jin:
Proceedings of the Second Asia-Pacific Symposium on Internetware, Internetware 2010, Suzhou, China, November 3-4, 2010. ACM 2010, ISBN 978-1-4503-0694-2 [contents]
2000 – 2009
- 2009
- [j12]Shichao Zhang, Rifeng Wang, Zhi Jin:
Strategies for complex data cube queries. Appl. Intell. 31(3): 332-346 (2009) - [j11]Shichao Zhang, Feng Chen, Zhi Jin, Ruili Wang:
Mining class-bridge rules based on rough sets. Expert Syst. Appl. 36(3): 6453-6460 (2009) - [j10]Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu:
Mining globally interesting patterns from multiple databases using kernel estimation. Expert Syst. Appl. 36(8): 10863-10869 (2009) - [j9]Shichao Zhang, Jilian Zhang, Zhi Jin:
A decremental algorithm of frequent itemset maintenance for mining updated databases. Expert Syst. Appl. 36(8): 10890-10895 (2009) - [j8]Kedian Mu, Weiru Liu, Zhi Jin, Ruqian Lu, Anbu Yue, David A. Bell:
Handling Inconsistency In Distributed Software Requirements Specifications Based On Prioritized Merging. Fundam. Informaticae 91(3-4): 631-670 (2009) - [j7]Shichao Zhang, Zhi Jin, Xiaofeng Zhu, Jilian Zhang:
Missing Data Analysis: A Kernel-Based Multi-Imputation Approach. Trans. Comput. Sci. 3: 122-142 (2009) - [c22]Chun Liu, Yue Wang, Zhi Jin:
Elicit the Requirements on Software Dependability: A Knowledge-Based Approach. APSEC 2009: 233-240 - [c21]Zhi Jin, Xiaohong Chen, Didar Zowghi:
Performing Projection in Problem Frames Using Scenarios. APSEC 2009: 249-256 - [c20]Bo Wang, Wei Zhang, Haiyan Zhao, Zhi Jin, Hong Mei:
A Use Case Based Approach to Feature Models' Construction. RE 2009: 121-130 - [c19]Teng Long, Lin Liu, Yijun Yu, Zhi Jin:
AVT Vector: A Quantitative Security Requirements Evaluation Approach Based on Assets, Vulnerabilities and Trustworthiness of Environment. RE 2009: 377-378 - 2008
- [j6]Lin Liu, Qiang Liu, Chi-Hung Chi, Zhi Jin, Eric S. K. Yu:
Towards a service requirements modelling ontology based on agent knowledge and intentions. Int. J. Agent Oriented Softw. Eng. 2(3): 324-349 (2008) - [j5]Kedian Mu, Zhi Jin, Didar Zowghi:
A Priority-Based Negotiations Approach for Handling Inconsistencies in Multi-Perspective Software Requirements. J. Syst. Sci. Complex. 21(4): 574-596 (2008) - [j4]Puwei Wang, Zhi Jin, Lin Liu, Guangjun Cai:
Building toward Capability Specifications of Web Services Based on an Environment Ontology. IEEE Trans. Knowl. Data Eng. 20(4): 547-561 (2008) - [c18]Kedian Mu, Zhi Jin, Didar Zowghi:
A Measurement-Driven Process Model for Managing Inconsistent Software Requirements. APSEC 2008: 291-298 - [c17]Wei Zhang, Hua Yan, Haiyan Zhao, Zhi Jin:
A BDD-Based Approach to Verifying Clone-Enabled Feature Models' Constraints and Customization. ICSR 2008: 186-199 - [c16]Xiaohong Chen, Zhi Jin:
A Scenario-Based Problem Decomposition. ICYCS 2008: 1150-1155 - [c15]Shichao Zhang, Zhi Jin, Xiaofeng Zhu:
NIIA: Nonparametric Iterative Imputation Algorithm. PRICAI 2008: 544-555 - [c14]Lin Liu, Zhi Jin:
Balancing Academic and Industrial Needs in RE Courses. REET 2008: 15-17 - 2007
- [c13]Lin Liu, Zhi Jin, Ruqian Lu:
Towards Controllable Requirements Engineering Processes based on Cybernetics. COMPSAC (2) 2007: 229-232 - [c12]Kedian Mu, Weiru Liu, Zhi Jin, Ruqian Lu, Anbu Yue, David A. Bell:
A Merging-Based Approach to Handling Inconsistency in Locally Prioritized Software Requirements. KSEM 2007: 103-114 - [c11]Xiaohong Chen, Zhi Jin, Lijun Yi:
An Ontology of Problem Frames for Guiding Problem Frame Specification. KSEM 2007: 384-395 - 2006
- [c10]Zhi Jin, Lin Liu:
Web Service Retrieval: An Approach Based on Context Ontology. COMPSAC (1) 2006: 513-520 - [c9]Puwei Wang, Zhi Jin, Lin Liu:
Environment Ontology-Based Capability Specification for Web Service Discovery. ICFEM 2006: 185-205 - [c8]Zhi Jin, Lin Liu:
Towards automatic problem decomposition: an ontology-based approach. IWAAPF@ICSE 2006: 41-48 - [c7]Puwei Wang, Zhi Jin, Lin Liu:
An Approach for Specifying Capability ofWeb Services based on Environment Ontology. ICWS 2006: 365-372 - [c6]Puwei Wang, Zhi Jin, Lin Liu:
On Constructing Environment Ontology for Semantic Web Services. KSEM 2006: 490-503 - [c5]Lin Liu, Qiang Liu, Chi-Hung Chi, Zhi Jin, Eric S. K. Yu:
Towards A Service Requirements Ontology on Knowledge and Intention. QSIC 2006: 452-462 - [c4]Lin Liu, Zhi Jin:
Integrating Goals and Problem Frames in Requirements Analysis. RE 2006: 342-343 - 2005
- [c3]Kedian Mu, Zhi Jin, Ruqian Lu, Weiru Liu:
Measuring Inconsistency in Requirements Specifications. ECSQARU 2005: 440-451 - 2003
- [j3]Zhi Jin, Ruqian Lu, David A. Bell:
Automatically multi-paradigm requirements modeling and analyzing: An ontology-based approach. Sci. China Ser. F Inf. Sci. 46(4): 279-297 (2003) - [j2]Zhi Jin, David A. Bell:
An experiment for showing some kind of artificial understanding. Expert Syst. J. Knowl. Eng. 20(2): 100-107 (2003) - [j1]Zhi Jin, David A. Bell, F. George Wilkie, David G. Leahy:
Automated Requirements Elicitation: Combining a Model-Driven Approach with Concept Reuse. Int. J. Softw. Eng. Knowl. Eng. 13(1): 53-82 (2003) - [c2]Zhi Jin, David A. Bell:
Involving End Users in Requirements Elicitation and Goal-Oriented Analysis. Applied Informatics 2003: 1308-1313
1990 – 1999
- 1998
- [c1]Ruqian Lu, Zhi Jin, Lin Liu, Guochuang Fan, Gang Chen, Xiaojin Xun, Sheng Wang:
OSNET - A Language for Domain Modeling. TOOLS (27) 1998: 83-
Coauthor Index
[j107] [j106] [j104] [j95] [j94] [j92] [c181] [c178] [c176] [c175] [i146] [i145] [i143] [i141] [i140] [i138] [i136] [i135] [i129] [i127] [i123] [i121] [i114] [i113] [i112] [i111] [i110] [i109] [j87] [j86] [j83] [j82] [j80] [j79] [j73] [j72] [j71] [j70] [j69] [c162] [c160] [c158] [c156] [c155] [c154] [c151] [c150] [c149] [c147] [c145] [c143] [c142] [i98] [i96] [i95] [i94] [i93] [i92] [i91] [i90] [i86] [i82] [i81] [i79] [i76] [i75] [i74] [i73] [i72] [i70] [i69] [i67] [i66] [j59] [c139] [c136] [c134] [c133] [c132] [c130] [c129] [c126] [i64] [i63] [i62] [i61] [i60] [i59] [i58] [i57] [i56] [i55] [i53] [i51] [i50] [i49] [i48] [i47] [i46] [i45] [i44] [i42] [i41] [j56] [j55] [j50] [c124] [c123] [c120] [c117] [c116] [i40] [i39] [i38] [i37] [i36] [i35] [i34] [i33] [i32] [c109] [c106] [i30] [i28] [j45] [j39] [c100] [c97] [c96] [c95] [c92] [i25] [i23] [i22] [i21] [i20] [c91] [c90] [c88] [i19] [c81] [c79] [c75] [c74] [c73] [i15] [j32] [c72] [c71] [c70] [c68] [c67] [c66] [c65] [c64] [c63] [i14] [i13] [i12] [i11] [i10] [c62] [c61] [c60] [c57] [i9] [i8] [i7] [i6] [i5] [i4] [i3] [c54] [i2] [i1] [c50] [c48] [c47] [c46] [c43] [c35] [c33] [c32]
Jia Li 0011
aka: Jia Allen Li
aka: Jia Allen Li
[j99] [c182] [c177] [c174] [i147] [i139] [i137] [i132] [i100] [j88] [j84] [c161] [c157] [c152] [c148] [c146] [c144] [i99] [i89] [i88] [i85] [i80] [i78] [i71] [j63] [c138] [c137] [c135] [i54] [i52] [i43] [j58] [j57] [j52] [c125] [c122] [c119] [c114] [c113] [c111] [c108] [c107] [c101] [i31] [i29] [j44] [c93] [j37] [c89] [c85] [i17] [c78] [c77] [i16] [c69] [j30] [j29] [c58] [c56] [c55] [c52] [j25] [c51] [c49] [c45] [c41] [c40] [c38] [c28] [c27] [c20] [c17]
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