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ORCIDZhiyuan Liu 0001
Person information
- affiliation: Tsinghua University, Department of Computer Science and Technology, Beijing, China
- affiliation: Tencent Inc, AI Platform Department, Shenzhen, China
- not to be confused with: Zhiyuan Liu 0010
Other persons with the same name
- Zhiyuan Liu (aka: Zhi-Yuan Liu) — disambiguation page
- Zhiyuan Liu 0002
![[0000-0002-6331-0810]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-6331-0810")
— Southeast University, Jiangsu, China - Zhiyuan Liu 0003 — University of Colorado, Boulder, CO, USA
- Zhiyuan Liu 0004 — Chongqing University, China
- Zhiyuan Liu 0005 (aka: Zhi-Yuan Liu 0005) — Harbin Institute of Technology, Automotive Electronic Engineering Center, China (and 1 more)
- Zhiyuan Liu 0006 — Dalian University of Technology, China
- Zhiyuan Liu 0007 — Shandong Normal University, Jinan, China
- Zhiyuan Liu 0008 — Civil Aviation University of China, Tianjin, China
- Zhiyuan Liu 0009 — Beihang University, Beijing, China
- Zhiyuan Liu 0010 — National University of Singapore, Singapore (and 1 more)
- Zhiyuan Liu 0011 — Southeast University, School of Electronic Science and Engineering, National ASIC System Engineering Research Center, Nanjing, China
- Zhiyuan Liu 0012 — University of North Carolina, UNC, Department of Computer Science, Chapel Hill, USA
- Zhiyuan Liu 0013 — Chinese Academy of Sciences, CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Neural Engineering Center, China (and 2 more)
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2020 – today
- 2026
[j65]Zhenghao Liu, Pengcheng Huang, Zhipeng Xu, Xinze Li, Shuliang Liu, Chunyi Peng, Haidong Xin, Yukun Yan, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Yu Gu, Ge Yu:
Knowledge intensive agents. AI Open 7: 18-44 (2026)- [j64]Zhanxin Hao, Jie Cao, Ruimiao Li, Jifan Yu, Zhiyuan Liu, Yu Zhang:
Mapping student-AI interaction dynamics in multi-agent learning environments: Supporting personalized learning and reducing performance gaps. Comput. Educ. 241: 105472 (2026) - [e6]Maosong Sun, Peiyong Duan, Zhiyuan Liu, Ruifeng Xu, Weiwei Sun, Yubo Chen, Zhiliang Tian, Zhenghao Liu:
Chinese Computational Linguistics - 24th China National Conference, CCL 2025, Jinan, China, August 11-14, 2025, Proceedings. Lecture Notes in Computer Science 16052, Springer 2026, ISBN 978-981-95-2724-3 [contents] - [i398]Qundong Shi, Jie Zhou, Biyuan Lin, Junbo Cui, Guoyang Zeng, Yixuan Zhou, Ziyang Wang, Xin Liu, Zhen Luo, Yudong Wang, Zhiyuan Liu:
UltraEval-Audio: A Unified Framework for Comprehensive Evaluation of Audio Foundation Models. CoRR abs/2601.01373 (2026) - [i397]Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Ao Sun, Ziqi Yuan, Hao Zhou, Fandong Meng, Zhiyuan Liu:
Spava: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention. CoRR abs/2601.21444 (2026) - [i396]Yingfa Chen, Zhen Leng Thai, Zihan Zhou, Zhu Zhang, Xingyu Shen, Shuo Wang, Chaojun Xiao, Xu Han, Zhiyuan Liu:
Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts. CoRR abs/2601.22156 (2026) - 2025
- [j63]Bo Lv, Chen Yu, Xiaoning Hu, Zhenhong Li, Chuang Song, Jie Li, Wenyu Tian, Haihui Liu, Liangyu Ta, Zhiyuan Liu:
Anomalous far field ground subsidence induced by the 2023 Mw 6.8 Morocco earthquake. Int. J. Appl. Earth Obs. Geoinformation 144: 104905 (2025) - [j62]Xinrong Zhang, Shengding Hu, Weilin Zhao, Huadong Wang, Xu Han, Chaoqun He, Guoyang Zeng, Zhiyuan Liu, Maosong Sun:
Optimal RoPE extension via Bayesian Optimization for training-free length generalization. AI Open 6: 1-11 (2025) - [j61]Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Xuanhe Zhou, Yufei Huang, Chaojun Xiao, Chi Han, Yi R. Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Guoliang Li, Zhiyuan Liu, Maosong Sun:
Tool Learning with Foundation Models. ACM Comput. Surv. 57(4): 101:1-101:40 (2025) - [j60]Zekai Qu, Ruobing Xie, Chaojun Xiao, Yuan Yao, Zhiyuan Liu, Fengzong Lian, Zhanhui Kang, Jie Zhou:
Thoroughly Modeling Multi-domain Pre-trained Recommendation as Language. ACM Trans. Inf. Syst. 43(2): 54:1-54:28 (2025) - [c362]Bingxiang He, Ning Ding, Cheng Qian, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue, Huimin Chen, Zhiyuan Liu, Maosong Sun:
The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning. ACL (Findings) 2025: 222-243 - [c361]Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Kaiyan Zhang, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun:
Fusing Highly Specialized Language Models for Comprehensive Expertise. ACL (1) 2025: 854-878 - [c360]Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Sun Ao, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jie Zhou, Hao Zhou, Jianyong Wang, Maosong Sun, Zhiyuan Liu:
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. ACL (1) 2025: 3909-3921 - [c359]Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Learning to Generate Structured Output with Schema Reinforcement Learning. ACL (1) 2025: 4905-4918 - [c358]Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu:
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. ACL (Findings) 2025: 5788-5807 - [c357]Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Zhiyuan Liu, Maosong Sun:
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. ACL (1) 2025: 7333-7348 - [c356]Kunlun Zhu, Yifan Luo, Dingling Xu, Yukun Yan, Zhenghao Liu, Shi Yu, Ruobing Wang, Shuo Wang, Yishan Li, Nan Zhang, Xu Han, Zhiyuan Liu, Maosong Sun:
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework. ACL (1) 2025: 8520-8544 - [c355]You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun:
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. ACL (Findings) 2025: 9845-9867 - [c354]Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun:
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. ACL (1) 2025: 10708-10727 - [c353]Weize Chen, Jiarui Yuan, Chen Qian, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System. ACL (Findings) 2025: 11534-11557 - [c352]Shi Yu, Zhiyuan Liu, Chenyan Xiong:
Craw4LLM: Efficient Web Crawling for LLM Pretraining. ACL (Findings) 2025: 13843-13851 - [c351]Bohan Lyu, Xin Cong, Heyang Yu, Pan Yang, Cheng Qian, Zihe Wang, Yujia Qin, Yining Ye, Yaxi Lu, Chen Qian, Zhong Zhang, Yukun Yan, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub. ACL (1) 2025: 17257-17277 - [c350]Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
AgentRM: Enhancing Agent Generalization with Reward Modeling. ACL (1) 2025: 19277-19290 - [c349]Wentong Chen, Junbo Cui, Jinyi Hu, Yujia Qin, Junjie Fang, Yue Zhao, Chongyi Wang, Jun Liu, Guirong Chen, Yupeng Huo, Yuan Yao, Yankai Lin, Zhiyuan Liu, Maosong Sun:
GUICourse: From General Vision Language Model to Versatile GUI Agent. ACL (1) 2025: 21936-21959 - [c348]Jianling Li, Shangzhan Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jiacheng Huang, WangHaojie WangHaojie, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators. ACL (Findings) 2025: 23053-23066 - [c347]Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun:
LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models. ACL (1) 2025: 27664-27678 - [c346]Yucheng Wang, Jifan Yu, Daniel Zhang-Li, Joy Lim Jia Yin, Shangqing Tu, Haoxuan Li, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu:
EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations. CIKM 2025: 6153-6160 - [c345]Wang Xu, Haoyu Wang, Shuo Wang, Weilin Zhao, Xu Han, Yukun Yan, Haiyan Zhao, Yudi Zhang, Zhe Tao, Zhiyuan Liu, Wanxiang Che:
Enabling Real-Time Conversations with Minimal Training Costs. CCL 2025: 339-352 - [c344]Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun:
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. COLING 2025: 2626-2644 - [c343]Yingfa Chen, Chenlong Hu, Cong Feng, Chenyang Song, Shi Yu, Xu Han, Zhiyuan Liu, Maosong Sun:
Multi-Modal Multi-Granularity Tokenizer for Chu Bamboo Slips. COLING 2025: 6201-6211 - [c342]Fengxiang Wang, Hongzhen Wang, Zonghao Guo, Di Wang, Yulin Wang, Mingshuo Chen, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun:
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025: 14325-14336 - [c341]Tianyu Yu, Haoye Zhang, Qiming Li, Qixin Xu, Yuan Yao, Da Chen, Xiaoman Lu, Ganqu Cui, Yunkai Dang, Taiwen He, Xiaocheng Feng, Jun Song, Bo Zheng, Zhiyuan Liu, Tat-Seng Chua, Maosong Sun:
RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness. CVPR 2025: 19985-19995 - [c340]Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun:
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. EMNLP (System Demonstrations) 2025: 155-180 - [c339]Yu Chao, Siyu Lin, Xiaorong Wang, Zhu Zhang, Zihan Zhou, Haoyu Wang, Shuo Wang, Jie Zhou, Zhiyuan Liu, Maosong Sun:
LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System. EMNLP (System Demonstrations) 2025: 688-695 - [c338]Yingfa Chen, Yutong Wu, Chenyang Song, Zhen Leng Thai, Xingyu Shen, Xu Han, Zhiyuan Liu, Maosong Sun:
Cost-Optimal Grouped-Query Attention for Long-Context Modeling. EMNLP 2025: 5360-5376 - [c337]Zheni Zeng, Jiayi Chen, Huimin Chen, Yukun Yan, Yuxuan Chen, Zhenghao Liu, Zhiyuan Liu, Maosong Sun:
PersLLM: A Personified Training Approach for Large Language Models. EMNLP (Findings) 2025: 8598-8617 - [c336]Brian S. Lin, Jiaxin Yuan, Zihan Zhou, Shouli Wang, Shuo Wang, Cunliang Kong, Qi Shi, Yuxuan Li, Liner Yang, Zhiyuan Liu, Maosong Sun:
On LLM-Based Scientific Inductive Reasoning Beyond Equations. EMNLP 2025: 9371-9394 - [c335]Zheni Zeng, Yuxuan Chen, Shi Yu, Ruobing Wang, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases. EMNLP (Findings) 2025: 13519-13532 - [c334]Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun:
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. EMNLP (Findings) 2025: 19258-19278 - [c333]Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
DeepNote: Note-Centric Deep Retrieval-Augmented Generation. EMNLP (Findings) 2025: 19688-19715 - [c332]Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun:
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence. ICLR 2025 - [c331]Shengda Fan, Xin Cong, Yuepeng Fu, Zhong Zhang, Shuyan Zhang, Yuanwei Liu, Yesai Wu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models. ICLR 2025 - [c330]Xinze Li, Sen Mei, Zhenghao Liu, Yukun Yan, Shuo Wang, Shi Yu, Zheni Zeng, Hao Chen, Ge Yu, Zhiyuan Liu, Maosong Sun, Chenyan Xiong:
RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards. ICLR 2025 - [c329]Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. ICLR 2025 - [c328]Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance. ICLR 2025 - [c327]Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen:
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules. ICLR 2025 - [c326]Chen Qian, Zihao Xie, Yifei Wang, Wei Liu, Kunlun Zhu, Hanchen Xia, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun:
Scaling Large Language Model-based Multi-Agent Collaboration. ICLR 2025 - [c325]Yining Ye, Xin Cong, Shizuo Tian, Yujia Qin, Chong Liu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
Rational Decision-Making Agent with Learning Internal Utility Judgment. ICLR 2025 - [c324]Shi Yu, Chaoyue Tang, Bokai Xu, Junbo Cui, Junhao Ran, Yukun Yan, Zhenghao Liu, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents. ICLR 2025 - [c323]Lifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding, Xingyao Wang, Boji Shan, Zeyuan Liu, Jia Deng, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou, Hao Peng, Zhiyuan Liu, Maosong Sun:
Advancing LLM Reasoning Generalists with Preference Trees. ICLR 2025 - [c322]Yuqi Luo, Chenyang Song, Xu Han, Yingfa Chen, Chaojun Xiao, Xiaojun Meng, Liqun Deng, Jiansheng Wei, Zhiyuan Liu, Maosong Sun:
Sparsing Law: Towards Large Language Models with Greater Activation Sparsity. ICML 2025 - [c321]Lifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding, Kaiyan Zhang, Bowen Zhou, Zhiyuan Liu, Hao Peng:
Free Process Rewards without Process Labels. ICML 2025 - [c320]Daniel Zhang-Li, Zheyuan Zhang, Jifan Yu, Joy Lim Jia Yin, Shangqing Tu, Linlu Gong, Haohua Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li:
Awaking the Slides: A Tuning-free and Knowledge-regulated AI Tutoring System via Language Model Coordination. KDD (1) 2025: 2872-2883 - [c319]Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li:
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. ACM Multimedia 2025: 10965-10974 - [c318]Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu:
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis. NAACL (Findings) 2025: 2570-2585 - [c317]Xujia Wang, Haiyan Zhao, Shuo Wang, Hanqing Wang, Zhiyuan Liu:
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning. NAACL (Findings) 2025: 5609-5626 - [c316]Sun Ao, Weilin Zhao, Xu Han, Cheng Yang, Xinrong Zhang, Zhiyuan Liu, Chuan Shi, Maosong Sun:
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training. NAACL (Long Papers) 2025: 8998-9008 - [c315]Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu, Linlu Gong, Jinchang Zhou, Zhanxin Hao, Jianxiao Jiang, Jie Cao, Huiqin Liu, Zhiyuan Liu, Lei Hou, Juanzi Li:
Simulating Classroom Education with LLM-Empowered Agents. NAACL (Long Papers) 2025: 10364-10379 - [c314]Ao Sun, Weilin Zhao, Xu Han, Cheng Yang, Zhiyuan Liu, Chuan Shi, Maosong Sun:
BurstEngine: An efficient distributed framework for training transformers On extremely Long sequences of over 1M tokens. SC 2025: 1429-1445 - [c313]Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun:
Learning Refined Document Representations for Dense Retrieval via Deliberate Thinking. SIGIR-AP 2025: 292-302 - [e5]Maosong Sun, Jiye Liang, Xianpei Han, Zhiyuan Liu, Yulan He, Gaoqi Rao, Yubo Chen, Zhiliang Tian:
Chinese Computational Linguistics - 23rd China National Conference, CCL 2024, Taiyuan, China, July 25-28, 2024, Proceedings. Lecture Notes in Computer Science 14761, Springer 2025, ISBN 978-981-97-8366-3 [contents] - [i395]You Li, Heyu Huang, Chi Chen, Kaiyu Huang, Chao Huang, Zonghao Guo, Zhiyuan Liu, Jinan Xu, Yuhua Li, Ruixuan Li, Maosong Sun:
Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models. CoRR abs/2501.05767 (2025) - [i394]Xuanle Zhao, Xianzhen Luo, Qi Shi, Chi Chen, Shuo Wang, Wanxiang Che, Zhiyuan Liu, Maosong Sun:
ChartCoder: Advancing Multimodal Large Language Model for Chart-to-Code Generation. CoRR abs/2501.06598 (2025) - [i393]Ganqu Cui, Lifan Yuan, Zefan Wang, Hanbin Wang, Wendi Li, Bingxiang He, Yuchen Fan, Tianyu Yu, Qixin Xu, Weize Chen, Jiarui Yuan, Huayu Chen, Kaiyan Zhang, Xingtai Lv, Shuo Wang, Yuan Yao, Xu Han, Hao Peng, Yu Cheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou, Ning Ding:
Process Reinforcement through Implicit Rewards. CoRR abs/2502.01456 (2025) - [i392]Haoxuan Li, Jifan Yu, Xin Cong, Yang Dang, Yisi Zhan, Huiqin Liu, Zhiyuan Liu:
Exploring LLM-based Student Simulation for Metacognitive Cultivation. CoRR abs/2502.11678 (2025) - [i391]Yuxiang Huang, Mingye Li, Xu Han, Chaojun Xiao, Weilin Zhao, Sun Ao, Hao Zhou, Jie Zhou, Zhiyuan Liu, Maosong Sun:
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs. CoRR abs/2502.12085 (2025) - [i390]Zhiyuan Liu, Yanchen Luo, Han Huang, Enzhi Zhang, Sihang Li, Junfeng Fang, Yaorui Shi, Xiang Wang, Kenji Kawaguchi, Tat-Seng Chua:
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation. CoRR abs/2502.12638 (2025) - [i389]Yifan Ji, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Shi Yu, Yishan Li, Zhiyuan Liu, Yu Gu, Ge Yu, Maosong Sun:
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search. CoRR abs/2502.12974 (2025) - [i388]Shi Yu, Zhiyuan Liu, Chenyan Xiong:
Craw4LLM: Efficient Web Crawling for LLM Pretraining. CoRR abs/2502.13347 (2025) - [i387]Jianling Li, Shangzhan Li, Zhenye Gao, Qi Shi, Yuxuan Li, Zefan Wang, Jiacheng Huang, Haojie Wang, Jianrong Wang, Xu Han, Zhiyuan Liu, Maosong Sun:
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators. CoRR abs/2502.14752 (2025) - [i386]Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li:
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models. CoRR abs/2502.14834 (2025) - [i385]Weilin Zhao, Tengyu Pan, Xu Han, Yudi Zhang, Ao Sun, Yuxiang Huang, Kaihuo Zhang, Weilun Zhao, Yuxuan Li, Jianyong Wang, Zhiyuan Liu, Maosong Sun:
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling. CoRR abs/2502.14856 (2025) - [i384]Pengcheng Huang, Zhenghao Liu, Yukun Yan, Xiaoyuan Yi, Hao Chen, Zhiyuan Liu, Maosong Sun, Tong Xiao, Ge Yu, Chenyan Xiong:
PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning. CoRR abs/2502.15543 (2025) - [i383]Yu Xia, Jingru Fan, Weize Chen, Siyu Yan, Xin Cong, Zhong Zhang, Yaxi Lu, Yankai Lin, Zhiyuan Liu, Maosong Sun:
AgentRM: Enhancing Agent Generalization with Reward Modeling. CoRR abs/2502.18407 (2025) - [i382]Shuliang Liu, Xinze Li, Zhenghao Liu, Yukun Yan, Cheng Yang, Zheni Zeng, Zhiyuan Liu, Maosong Sun, Ge Yu:
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models. CoRR abs/2502.18817 (2025) - [i381]Yaxi Lu, Haolun Li, Xin Cong, Zhong Zhang, Yesai Wu, Yankai Lin, Zhiyuan Liu, Fangming Liu, Maosong Sun:
Learning to Generate Structured Output with Schema Reinforcement Learning. CoRR abs/2502.18878 (2025) - [i380]Zhanxin Hao, Jianxiao Jiang, Jifan Yu, Zhiyuan Liu, Yu Zhang:
Student engagement in collaborative learning with AI agents in an LLM-empowered learning environment: A cluster analysis. CoRR abs/2503.01694 (2025) - [i379]Yaorui Shi, Jiaqi Yang, Sihang Li, Junfeng Fang, Cheng-Xiang Wang, Zhiyuan Liu, Yang Zhang:
Multimodal Language Modeling for High-Accuracy Single Cell Transcriptomics Analysis and Generation. CoRR abs/2503.09427 (2025) - [i378]Yingfa Chen, Yutong Wu, Xu Han, Zhiyuan Liu, Maosong Sun:
Cost-Optimal Grouped-Query Attention for Long-Context LLMs. CoRR abs/2503.09579 (2025) - [i377]Kairong Luo, Haodong Wen, Shengding Hu, Zhenbo Sun, Zhiyuan Liu, Maosong Sun, Kaifeng Lyu, Wenguang Chen:
A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules. CoRR abs/2503.12811 (2025) - [i376]Yanchen Luo, Zhiyuan Liu, Yi Zhao, Sihang Li, Kenji Kawaguchi, Tat-Seng Chua, Xiang Wang:
Towards Unified Latent Space for 3D Molecular Latent Diffusion Modeling. CoRR abs/2503.15567 (2025) - [i375]Fengxiang Wang, Hongzhen Wang, Mingshuo Chen, Di Wang, Yulin Wang, Zonghao Guo, Qiang Ma, Long Lan, Wenjing Yang, Jing Zhang, Zhiyuan Liu, Maosong Sun:
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CoRR abs/2503.23771 (2025) - [i374]Bingxiang He, Wenbin Zhang, Jiaxi Song, Cheng Qian, Zixuan Fu, Bowen Sun, Ning Ding, Haiwen Hong, Longtao Huang, Hui Xue, Ganqu Cui, Wanxiang Che, Zhiyuan Liu, Maosong Sun:
AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset. CoRR abs/2504.03612 (2025) - [i373]Haoyu Wang, Yujia Fu, Zhu Zhang, Shuo Wang, Zirui Ren, Xiaorong Wang, Zhili Li, Chaoqun He, Bo An, Zhiyuan Liu, Maosong Sun:
LLM⨉MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources. CoRR abs/2504.05732 (2025) - [i372]Yuxuan Chen, Dewen Guo, Sen Mei, Xinze Li, Hao Chen, Yishan Li, Yixuan Wang, Chaoyue Tang, Ruobing Wang, Dingjun Wu, Yukun Yan, Zhenghao Liu, Shi Yu, Zhiyuan Liu, Maosong Sun:
UltraRAG: A Modular and Automated Toolkit for Adaptive Retrieval-Augmented Generation. CoRR abs/2504.08761 (2025) - [i371]Ji Qi, Yuan Yao, Yushi Bai, Bin Xu, Juanzi Li, Zhiyuan Liu, Tat-Seng Chua:
An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes. CoRR abs/2504.15270 (2025) - [i370]Joy Lim Jia Yin, Daniel Zhang-Li, Jifan Yu, Haoxuan Li, Shangqing Tu, Yuanchun Wang, Zhiyuan Liu, Huiqin Liu, Lei Hou, Juanzi Li, Bin Xu:
LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning. CoRR abs/2505.02078 (2025) - [i369]Yudong Wang, Zixuan Fu, Jie Cai, Peijun Tang, Hongya Lyu, Yewei Fang, Zhi Zheng, Jie Zhou, Guoyang Zeng, Chaojun Xiao, Xu Han, Zhiyuan Liu:
Ultra-FineWeb: Efficient Data Filtering and Verification for High-Quality LLM Training Data. CoRR abs/2505.05427 (2025) - [i368]Yaorui Shi, Sihang Li, Chang Wu, Zhiyuan Liu, Junfeng Fang, Hengxing Cai, An Zhang, Xiang Wang:
Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs. CoRR abs/2505.11277 (2025) - [i367]Haotian Chen, Zijun Song, Boye Niu, Ke Zhang, Litu Ou, Yaxi Lu, Zhong Zhang, Xin Cong, Yankai Lin, Zhiyuan Liu, Maosong Sun:
ToLeaP: Rethinking Development of Tool Learning with Large Language Models. CoRR abs/2505.11833 (2025) - [i366]Xuanhe Zhou, Junxuan He, Wei Zhou, Haodong Chen, Zirui Tang, Haoyu Zhao, Xin Tong, Guoliang Li, Youmin Chen, Jun Zhou, Zhaojun Sun, Binyuan Hui, Shuo Wang, Conghui He, Zhiyuan Liu, Jingren Zhou, Fan Wu:
A Survey of LLM ⨉ DATA. CoRR abs/2505.18458 (2025) - [i365]Weize Chen, Jiarui Yuan, Tailin Jin, Ning Ding, Huimin Chen, Zhiyuan Liu, Maosong Sun:
The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training. CoRR abs/2505.19217 (2025) - [i364]Yufan Dang, Chen Qian, Xueheng Luo, Jingru Fan, Zihao Xie, Ruijie Shi, Weize Chen, Cheng Yang, Xiaoyin Che, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun:
Multi-Agent Collaboration via Evolving Orchestration. CoRR abs/2505.19591 (2025) - [i363]Xiaorong Wang, Ting Yang, Zhu Zhang, Shuo Wang, Zihan Zhou, Liner Yang, Zhiyuan Liu, Maosong Sun:
Monocle: Hybrid Local-Global In-Context Evaluation for Long-Text Generation with Uncertainty-Based Active Learning. CoRR abs/2505.20195 (2025) - [i362]Xuanle Zhao, Zilin Sang, Yuxuan Li, Qi Shi, Weilun Zhao, Shuo Wang, Duzhen Zhang, Xu Han, Zhiyuan Liu, Maosong Sun:
AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage. CoRR abs/2505.20662 (2025) - [i361]Rennai Qiu, Chen Qian, Ran Li, Yufan Dang, Weize Chen, Cheng Yang, Yingli Zhang, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun:
Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development. CoRR abs/2505.21898 (2025) - [i360]Chunyi Peng, Zhipeng Xu, Zhenghao Liu, Yishan Li, Yukun Yan, Shuo Wang, Zhiyuan Liu, Yu Gu, Minghe Yu, Ge Yu, Maosong Sun:
Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning. CoRR abs/2505.22095 (2025) - [i359]Zhuoyang Wu, Xinze Li, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Minghe Yu, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun:
EULER: Enhancing the Reasoning Ability of Large Language Models through Error-Induced Learning. CoRR abs/2505.22131 (2025) - [i358]Fei Qin, Zhanxin Hao, Jifan Yu, Zhiyuan Liu, Yu Zhang:
AI instructional agent improves student's perceived learner control and learning outcome: empirical evidence from a randomized controlled trial. CoRR abs/2505.22526 (2025) - [i357]Ganqu Cui, Yuchen Zhang, Jiacheng Chen, Lifan Yuan, Zhi Wang, Yuxin Zuo, Haozhan Li, Yuchen Fan, Huayu Chen, Weize Chen, Zhiyuan Liu, Hao Peng, Lei Bai, Wanli Ouyang, Yu Cheng, Bowen Zhou, Ning Ding:
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models. CoRR abs/2505.22617 (2025) - [i356]Yilong Li, Chen Qian, Yu Xia, Ruijie Shi, Yufan Dang, Zihao Xie, Ziming You, Weize Chen, Cheng Yang, Weichuan Liu, Ye Tian, Xuantang Xiong, Lei Han, Zhiyuan Liu, Maosong Sun:
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration. CoRR abs/2505.23187 (2025) - [i355]Hao Chen, Yukun Yan, Sen Mei, Wanxiang Che, Zhenghao Liu, Qi Shi, Xinze Li, Yuchun Fan, Pengcheng Huang, Qiushi Xiong, Zhiyuan Liu, Maosong Sun:
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation. CoRR abs/2505.24388 (2025) - [i354]Xiaoang Xu, Shuo Wang, Xu Han, Zhenghao Liu, Huijia Wu, Peipei Li, Zhiyuan Liu, Maosong Sun, Zhaofeng He:
A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings. CoRR abs/2505.24550 (2025) - [i353]Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun:
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning. CoRR abs/2506.01391 (2025) - [i352]Yongjian Li, HaoCheng Chu, Yukun Yan, Zhenghao Liu, Shi Yu, Zheni Zeng, Ruobing Wang, Sen Song, Zhiyuan Liu, Maosong Sun:
KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG. CoRR abs/2506.02503 (2025) - [i351]Zhanxin Hao, Jie Cao, Ruimiao Li, Jifan Yu, Zhiyuan Liu, Yu Zhang:
Mapping Student-AI Interaction Dynamics in Multi-Agent Learning Environments: Supporting Personalised Learning and Reducing Performance Gaps. CoRR abs/2506.02993 (2025) - [i350]Yangyang Zhong, Ji Qi, Yuan Yao, Pengxin Luo, Yunfeng Yan, Donglian Qi, Zhiyuan Liu, Tat-Seng Chua:
TextVidBench: A Benchmark for Long Video Scene Text Understanding. CoRR abs/2506.04983 (2025) - [i349]Yiju Guo, Wenkai Yang, Zexu Sun, Ning Ding, Zhiyuan Liu, Yankai Lin:
Learning to Focus: Causal Attention Distillation via Gradient-Guided Token Pruning. CoRR abs/2506.07851 (2025) - [i348]Chaojun Xiao, Yuxuan Li, Xu Han, Yuzhuo Bai, Jie Cai, Haotian Chen, Wentong Chen, Xin Cong, Ganqu Cui, Ning Ding, Shengda Fan, Yewei Fang, Zixuan Fu, Wenyu Guan, Yitong Guan, Junshao Guo, Yufeng Han, Bingxiang He, Yuxiang Huang, Cunliang Kong, Qiuzuo Li, Siyuan Li, Wenhao Li, Yanghao Li, Yishan Li, Zhen Li, Dan Liu, Biyuan Lin, Yankai Lin, Xiang Long, Quanyu Lu, Yaxi Lu, Peiyan Luo, Hongya Lyu, Litu Ou, Yinxu Pan, Zekai Qu, Qundong Shi, Zijun Song, Jiayuan Su, Zhou Su, Ao Sun, Xianghui Sun, Peijun Tang, Fangzheng Wang, Feng Wang, Shuo Wang, Yudong Wang, Yesai Wu, Zhenyu Xiao, Jie Xie, Zihao Xie, Yukun Yan, Jiarui Yuan, Kaihuo Zhang, Lei Zhang, Linyue Zhang, Xueren Zhang, Yudi Zhang, Hengyu Zhao, Weilin Zhao, Weilun Zhao, Yuanqian Zhao, Zhi Zheng, Ge Zhou, Jie Zhou, Wei Zhou, Zihan Zhou, Zixuan Zhou, Zhiyuan Liu, Guoyang Zeng, Chao Jia, Dahai Li, Maosong Sun:
MiniCPM4: Ultra-Efficient LLMs on End Devices. CoRR abs/2506.07900 (2025) - [i347]Dingjun Wu, Yukun Yan, Zhenghao Liu, Zhiyuan Liu, Maosong Sun:
KG-Infused RAG: Augmenting Corpus-Based RAG with External Knowledge Graphs. CoRR abs/2506.09542 (2025) - [i346]Tianyu Yu, Bo Ji, Shouli Wang, Shu Yao, Zefan Wang, Ganqu Cui, Lifan Yuan, Ning Ding, Yuan Yao, Zhiyuan Liu, Maosong Sun, Tat-Seng Chua:
RLPR: Extrapolating RLVR to General Domains without Verifiers. CoRR abs/2506.18254 (2025) - [i345]Xinzhe Zheng, Hao Du, Fanding Xu, Jinzhe Li, Zhiyuan Liu, Wenkang Wang, Tao Chen, Wanli Ouyang, Stan Z. Li, Yan Lu, Nanqing Dong, Yang Zhang:
PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs. CoRR abs/2507.05101 (2025) - [i344]Shangzhan Li, Zefan Wang, Ye He, Yuxuan Li, Qi Shi, Jianling Li, Yonggang Hu, Wanxiang Che, Xu Han, Zhiyuan Liu, Maosong Sun:
AutoTriton: Automatic Triton Programming with Reinforcement Learning in LLMs. CoRR abs/2507.05687 (2025) - [i343]Chenyang Song, Weilin Zhao, Xu Han, Chaojun Xiao, Yingfa Chen, Yuxuan Li, Zhiyuan Liu, Maosong Sun:
BlockFFN: Towards End-Side Acceleration-Friendly Mixture-of-Experts with Chunk-Level Activation Sparsity. CoRR abs/2507.08771 (2025) - [i342]Kaiyan Zhang, Yuxin Zuo, Bingxiang He, Youbang Sun, Runze Liu,