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Lei Chen 0002
陳雷
Person information
- unicode name: 陳雷
- affiliation: Hong Kong University of Science and Technology, Huawei Noah's Ark Lab, Department of Computer Science and Engineering, Hong Kong
- not to be confused with: Lei Chen 0031
Other persons with the same name
- Lei Chen — disambiguation page
- Lei Chen 0001
— Southern University of Science and Technology, School of Microelectronics, Shenzhen, China (and 1 more) - Lei Chen 0003 — University of Wisconsin, Madison, WI, USA
- Lei Chen 0004 — Liulishuo, San Mateo, CA, USA (and 2 more)
- Lei Chen 0005 — Morgan Stanley (and 1 more)
- Lei Chen 0006
— RISE Viktoria, Gothenburg, Sweden (and 1 more) - Lei Chen 0007
— Shanghai Maritime University, China (and 2 more) - Lei Chen 0008 — San Disk (and 1 more)
- Lei Chen 0009
— National University of Singapore - Lei Chen 0010 — Beijing Microelectronics Technology Institute, China
- Lei Chen 0011
— Nanjing University of Posts and Telecommunications, Jiangsu Key Laboratory of Big Data Security and Intelligent Processing, China (and 1 more) - Lei Chen 0012
— Shanghai United Imaging Intelligence Co., Ltd., China (and 2 more) - Lei Chen 0013
— University of Adelaide, SA, Australia (and 1 more) - Lei Chen 0014 — Chinese Academy of Sciences, Institute of Intelligent Machines, Beijing, China
- Lei Chen 0015 — Nanyang Technological University, Singapore
- Lei Chen 0016 — Hebei Polytechnic University, China
- Lei Chen 0017 — University of Waterloo, ON, Canada
- Lei Chen 0018 — University of Vermont, Burlington, VT, USA
- Lei Chen 0019 — East China University of Science and Technology, Shanghai Key Laboratory of New Drug Design, China
- Lei Chen 0020 — Beijing Institute of Spacecraft System Engineering, Beijing Laboratory of Intelligent Information Technology, China
- Lei Chen 0021 — Motorola, USA (and 1 more)
- Lei Chen 0022 — Concordia University, Institute for Information Systems Engineering, Montreal, QC, Canada
- Lei Chen 0023 — Simon Fraser University, Burnaby, Canada
- Lei Chen 0024
— Naval Aeronautical and Astronautical University, Yantai, Shandong, China - Lei Chen 0025
— Hefei University of Technology, China (and 1 more) - Lei Chen 0026
— Wuhan University, School of Electrical Engineering, China - Lei Chen 0027
— Beijing University of Posts and Telecommunications, Key Laboratory of Universal Wireless Communications, Ministry of Education, China - Lei Chen 0028
— Zhejiang University of Technology, College of Computer Science and Technology, Hangzhou, China - Lei Chen 0029
— Georgia Southern University, Department of Information Technology, Statesboro, GA, USA (and 1 more) - Lei Chen 0030
— Beijing University of Posts and Telecommunications, School of Electronic and Engineering, China (and 1 more) - Lei Chen 0031
— Huawei, Noah's Ark Lab, Hong Kong (and 1 more) - Lei Chen 0032 — Yangzhou University, School of Information Engineering, China
- Lei Chen 0033
— Southeast University, School of Automation, Nanjing, China - Lei Chen 0034
— University of Ottawa, School of Electrical Engineering and Computer Science, Canada - Lei Chen 0035
— Tsinghua University, Department of Electrical Engineering, State Key Laboratory of Electric Power Systems, Beijing, China - Lei Chen 0036
— Harbin Institute of Technology, Department of Electrical Engineering, China - Lei Chen 0037
— Ministry of Transport Research Institute of Highways, Beijing, China (and 1 more) - Lei Chen 0038
— Jiangsu University, School of Automotive and Traffic Engineering, Zhenjiang, China - Lei Chen 0039
— Xi'an Technological University, School of Electronic and Information Engineering, Xi'an, China - Lei Chen 0040
— Chongqing University, School of big Data andvSoftware Engineering, Chongqing, China - Lei Chen 0041
— Wuhan University of Technology, Hubei Digital Manufacturing Key Laboratory, Wuhan, China - Lei Chen 0042
— North China Electric Power University, Department of Mechanical Engineering, Baoding, China - Lei Chen 0043 — University of Birmingham, Birmingham Centre for Railway Research and Education, Birmingham, U.K
- Lei Chen 0044
— Guangdong University of Technology, School of Automation, Guangzhou, China - Lei Chen 0045
— Hunan University, College of Electrical and Information Engineering, Changsha, China - Lei Chen 0046 — Harbin Institute of Technology, Communication Research Center, China
- Lei Chen 0047 — Beijing Jiaotong University, School of Software Engineering, Beijing, China (and 1 more)
- Lei Chen 0048 — Shenzhen Onething Technologies Co, China
- Lei Chen 0049
— Dalian University of Technology, School of Software, China - Lei Chen 0050
— Shanghai Tech University, School of Information Science and Technology, China - Lei Chen 0051
— Hefei University of Technology, School of Computer and Information, China - Lei Chen 0052
— Beijing Jiaotong University, School of Traffic and Transportation, China - Lei Chen 0053
— Beijing University of Posts and Telecommunications, School of Sciences, China - Lei Chen 0054
— Xihua University, School of Electrical Engineering and Electronic Information, Chengdu, China - Lei Chen 0055
— Hebei University of Technology, School of Artificial Intelligence, Tianjin, China - Lei Chen 0056
— Shanghai Jiao Tong University, Shanghai Sixth Peoples Hospital, Department of Ultrasound, China - Lei Chen 0057
— University of Texas at Dallas, Richardson, TX, USA - Lei Chen 0058
— Nanjing University of Science and Technology, School of Computer Science and Engineering, China - Lei Chen 0059
— Fuzhou University, School of Economics and Management, Decision Science Institute, China - Lei Chen 0060
— South China University of Technology, School of Business Administration, Guangzhou, China - Lei Chen 0061
— Shenyang University of Technology, School of Electrical Engineering, China - Lei Chen 0062
— New York University, NY, USA - Lei Chen 0063
— Tsinghua University, Department of Electrical Engineering, Research Institute of Information Technology, Beijing, China (and 1 more) - Lei Chen 0064
— Donghua University, College of Information Science and Technology, Engineering Research Center of Digitized Textile and Apparel Technology, Shanghai, China - Lei Chen 0065
— Hebei University of Technology, School of Electronics and Information Engineering, Tianjin Key Laboratory of Electronic Materials Devices, Tianjin, China - Lei Chen 0066
— Nanjing University of Information Science and Technology, School of Marine Sciences, Nanjing, China - Lei Chen 0067
— Shenzhen University, Institute of Microscale Optoelectronics, Shenzhen, China (and 1 more) - Lei Chen 0069
— Tianjin University, School of Electrical and Information Engineering, Tianjin, China - Lei Chen 0071
— Xuzhou University of Technology, Jiangsu Province Key Laboratory of Intelligent Industry Control Technology, China - Lei Chen 0072
— Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China (and 1 more) - Lei Chen 0073
— Beijing Institute of Technology, School of Computer Science and Technology, School of Software, China - Lei Chen 0074
— Yangzhou University, College of Electrical, Energy and Power Engineering, China (and 1 more) - Lei Chen 0075
— Chongqing University of Arts and Sciences, Key Laboratory of Computer Vision and Intelligent Information System, China (and 1 more) - Lei Chen 0076
— Xi'an Jiaotong University, International Joint Laboratory for Micro/Nano Manufacturing and Measurement Technology, China - Lei Chen 0077
— University of Massachusetts Lowell, Department of Mechanical Engineering, MA, USA (and 1 more) - Lei Chen 0078
— Higher Education Press, Beijing, China - Lei Chen 0079
— Nanjing Forestry University, College of Information Science and Technology, China (and 1 more) - Lei Chen 0080
— Beijing University of Chemical Technology, College of Information Science & Technology, China - Lei Chen 0081
— Hefei University of Technology, School of Computer Science and Information Engineering, China - Lei Chen 0082
— Finvolution Group, Shanghai, China (and 1 more) - Lei Chen 0083
— Changchun University of Science and Technology, China - Lei Chen 0084
— Beijing Normal University, School of Environment, State Key Laboratory of Water Environment Simulation, China - Lei Chen 0085
— Beijing Information Science and Technology University, Computer School, China - Lei Chen 0086
— Army Engineering University of PLA, Nanjing, China - Lei Chen 0087
— University of Electronic Science and Technology of China, School of Automation Engineering, Chengdu, China - Lei Chen 0088
— Hebei GEO University, China - Lei Chen 0089
— Fudan University, Shanghai Cancer Center, China - Lei Chen 0090
— Shandong University, Institute of Geotechnical and Underground Engineering, School of Future Technology, State Key Laboratory for Tunnel Engineering, Jinan, China - Lei Chen 0091
— Tianjin University of Commerce, School of Information Engineering, China - Lei Chen 0092
— University of Electronic Science and Technology of China, School of Integrated Circuit Science and Engineering, Chengdu, China - Lei Chen 0093
— Shanghai Nile Intelligent Technology Co., Ltd., China (and 2 more) - Lei Chen 0094
— China Aviation Academy 640 Institute, COMAC Shanghai Aircraft Design and Research Institute, China - Lei Chen 0095
— Shandong University, School of Information Science and Engineering, Qingdao, China - Lei Chen 0096
— Bytedance Inc., San Jose, CA, USA
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2020 – today
- 2026
[j329]Chao Chen, Xujia Li, Dongsheng Hong, Shanshan Lin, Xiangwen Liao, Chuanyi Liu, Lei Chen:
BAED: A new paradigm for few-shot graph learning with explanation in the loop. Neural Networks 199: 108673 (2026)
[c367]Jialiang Wang
, Hanmo Liu
, Shimin Di
, Zhili Wang
, Jiachuan Wang
, Lei Chen
, Xiaofang Zhou
:
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models. WSDM 2026: 681-691
[i136]Runhao Zhao, Weixin Zeng, Wentao Zhang, Chong Chen, Zhengpin Li, Xiang Zhao, Lei Chen:
Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge. CoRR abs/2601.10485 (2026)- 2025
[j328]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. IEEE Data Eng. Bull. 49(1): 104-123 (2025)
[j327]Weijie Sun
, Zihuan Xu
, Wangze Ni
, Lei Chen
:
InTime: Towards Performance Predictability In Byzantine Fault Tolerant Proof-of-Stake Consensus. Proc. ACM Manag. Data 3(1): 47:1-47:27 (2025)
[j326]Shihong Gao
, Xin Zhang
, Yanyan Shen
, Lei Chen
:
Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference Serving. Proc. ACM Manag. Data 3(3): 130:1-130:28 (2025)
[j325]Yuming Huang
, Jing Tang
, Qianhao Cong
, Richard T. B. Ma
, Lei Chen
, Yeow Meng Chee
:
The Last Survivor of PoS Pools: Staker's Dilemma. Proc. ACM Meas. Anal. Comput. Syst. 9(1): 11:1-11:29 (2025)
[j324]Leilei Du, Peng Cheng, Lei Chen, Heng Tao Shen, Xuemin Lin, Wei Xi:
Infinite Stream Estimation under Personalized w-Event Privacy. Proc. VLDB Endow. 18(6): 1905-1918 (2025)
[j323]Xinyi Zhu, Yongqi Zhang, Lei Chen:
OpenMEL: Unsupervised Multimodal Entity Linking Using Noise-Free Expanded Queries and Global Coherence. Proc. VLDB Endow. 18(8): 2454-2467 (2025)
[j322]Qiyu Liu, Siyuan Han, Yanlin Qi, Jingshu Peng, Jin Li, Longlong Lin, Lei Chen:
Why Are Learned Indexes So Effective but Sometimes Ineffective? Proc. VLDB Endow. 18(9): 2886-2898 (2025)
[j321]Fei Teng, Haoyang Li, Lei Chen:
LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation. Proc. VLDB Endow. 18(9): 3134-3148 (2025)
[j320]Haoyang Li, Yuming Xu, Yiming Li, Hanmo Liu, Darian Li, Chen Jason Zhang, Lei Chen, Qing Li:
When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction. Proc. VLDB Endow. 18(10): 3396-3405 (2025)
[j319]Zengyang Gong, Yuxiang Zeng, Lei Chen:
Accelerating Approximate Nearest Neighbor Search in Hierarchical Graphs: Efficient Level Navigation with Shortcuts. Proc. VLDB Endow. 18(10): 3518-3530 (2025)
[j318]Weijie Sun, Zihuan Xu, Wangze Ni, Lei Chen, Peng Cheng, Chen Jason Zhang:
Authenticated Aggregate Queries with Boolean Range Predicates on Blockchains. Proc. VLDB Endow. 18(10): 3615-3627 (2025)
[j317]Qiyu Liu, Yanlin Qi, Siyuan Han, Jingshu Peng, Jin Li, Lei Chen:
Not Small Enough? SegPQ: A Learned Approach to Compress Product Quantization Codebooks. Proc. VLDB Endow. 18(11): 3730-3743 (2025)
[j316]Qiqi Zhou, Yanyan Shen, Lei Chen:
Faster Convergence in Mini-batch Graph Neural Networks Training with Pseudo Full Neighborhood Compensation. Proc. VLDB Endow. 18(11): 4309-4322 (2025)
[j315]Bing Tong, Yan Zhou, Chen Zhang, Jianheng Tang, Jia Li, Lei Chen:
GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models. Proc. VLDB Endow. 18(12): 5100-5112 (2025)
[j314]Jianxin Yan, Wangze Ni, Lei Chen, Xuemin Lin, Peng Cheng, Zhan Qin, Kui Ren:
ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models. Proc. VLDB Endow. 18(12): 5391-5394 (2025)
[j313]Xiaojie Li
, Runlong Yu
, Lei Chen
, Shengjun Liu
, Enhong Chen
:
Process Optimization of Multi-Stage Continuous Production System Based on Feature Fusion Modeling. IEEE Trans Autom. Sci. Eng. 22: 21512-21524 (2025)
[j312]Haoyang Li, Yiming Li, Anxin Tian, Tianhao Tang, Zhanchao Xu, Xuejia Chen, Nicole Hu, Wei Dong, Qing Li, Lei Chen:
A Survey on Large Language Model Acceleration based on KV Cache Management. Trans. Mach. Learn. Res. 2025 (2025)
[j311]Xufeng Yao
, Haoyang Li
, Tsz Ho Chan
, Wenyi Xiao
, Mingxuan Yuan
, Yu Huang
, Lei Chen
, Bei Yu
:
HDLdebugger: Streamlining HDL debugging with Large Language Models. ACM Trans. Design Autom. Electr. Syst. 30(6): 102:1-102:26 (2025)
[j310]Yiming Li
, Yanyan Shen
, Lei Chen
, Mingxuan Yuan
:
A Caching-based Framework for Scalable Temporal Graph Neural Network Training. ACM Trans. Database Syst. 50(1): 3:1-3:46 (2025)
[j309]Shulan Ruan
, Huijie Liu
, Zhao Chen
, Bin Feng
, Kun Zhang
, Caleb Chen Cao
, Enhong Chen
, Lei Chen
:
CPWS: Confident Programmatic Weak Supervision for High-Quality Data Labeling. ACM Trans. Inf. Syst. 43(4): 87:1-87:26 (2025)
[j308]Qiyu Liu
, Maocheng Li, Yuxiang Zeng, Yanyan Shen, Lei Chen:
How good are multi-dimensional learned indexes? An experimental survey. VLDB J. 34(2): 17 (2025)
[j307]Yongxin Tong
, Yuxiang Zeng
, Yang Song, Xuchen Pan, Zeheng Fan, Chunbo Xue, Zimu Zhou, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv:
Hu-Fu: efficient and secure spatial queries over data federation. VLDB J. 34(2): 19 (2025)
[j306]Jingshu Peng
, Qiyu Liu, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao:
From Sancus to Sancusq: staleness and quantization-aware full-graph decentralized training in graph neural networks. VLDB J. 34(2): 22 (2025)
[j305]Shuaimin Li, Xuanang Chen, Yuanfeng Song, Yunze Song, Chen Jason Zhang
, Fei Hao, Lei Chen:
prompt4vis: prompting large language models with example mining for tabular data visualization. VLDB J. 34(4): 38 (2025)
[j304]Anxin Tian
, Alexander Zhou
, Yue Wang, Xun Jian, Lei Chen, Yan Zhou, Chen Zhang:
Distributed Truss Decomposition over Large Directed Graphs. VLDB J. 34(5): 59 (2025)
[j303]Yi Yang, Yurong Cheng
, Ye Yuan, Guoren Wang, Lei Chen, Yongjiao Sun:
Privacy-Utility Balanced Cooperative Online Matching in Spatial Crowdsourcing. VLDB J. 34(6): 70 (2025)
[c366]Junjie Jiang, Haodong Wu, Yongqi Zhang, Songyue Guo, Bingcen Liu, Caleb Chen Cao, Ruizhe Shao, Chao Guan, Peng Xu, Lei Chen:
ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry. ACL (6) 2025: 605-618
[c365]Haoyang Li, Xuejia Chen, Zhanchao Xu, Darian Li, Nicole Hu, Fei Teng, Yiming Li, Luyu Qiu, Chen Jason Zhang, Qing Li, Lei Chen:
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models. ACL (Findings) 2025: 20004-20026
[c364]Haoyang Li, Alexander Zhou
, Fengmei Jin, Qing Li, Ziyuan Zhao, Hao Xin, Qiang Yan, Tiezheng Mao, Xueling Lin, Zijian Li, Lei Chen:
Dynamic Service Knowledge Base Construction at WeChat. ADMA (4) 2025: 160-176
[c363]Ruolan Li
, Dengbo He
, Lei Chen
:
Express What I Think: The Impact of External Human-Machine Interfaces on the Performance of Lane Change Maneuvers. AutomotiveUI 2025: 1-8
[c362]Yao Shi
, Boyan Li
, Yuyu Luo
, Lei Chen
, Nan Tang
:
Augmenting Realistic Charts with Virtual Overlays. CHI 2025: 619:1-619:23
[c361]Yubo Wang
, Shimin Di
, Zhili Wang
, Haoyang Li
, Fei Teng
, Hao Xin
, Lei Chen
:
Understanding the Embedding Models on Hyper-relational Knowledge Graph. CIKM 2025: 3177-3187
[c360]Ruofei Tang, Xuliang Zhu, Xinyi Zhang
, Lei Chen, Xing Li, Mingxuan Yuan, Jianliang Xu:
EDGE: DBMS-Empowered Boolean Decomposition for GIG Synthesis. DAC 2025: 1-7
[c359]Ruofei Tang, Xuliang Zhu, Lei Chen, Xing Li, Xin Huang
, Mingxuan Yuan, Jianliang Xu:
Maximum Fanout-Free Window Enumeration: Towards Multi-Output Sub-Structure Synthesis. DATE 2025: 1-7
[c358]Yushi Sun, Kai Sun, Yifan Ethan Xu, Xiao Yang, Xin Luna Dong, Nan Tang, Lei Chen:
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering. EMNLP (Findings) 2025: 6194-6216
[c357]Zhizhuo Kou, Holam Yu, Junyu Luo, Jingshu Peng, Xujia Li, Chengzhong Liu, Juntao Dai, Lei Chen, Sirui Han, Yike Guo:
Automate Strategy Finding with LLM in Quant Investment. EMNLP (Findings) 2025: 18517-18533
[c356]Leilei Du, Peng Cheng, Libin Zheng, Xiang Lian, Lei Chen, Wei Xi, Wangze Ni:
Numerical Estimation of Spatial Distributions Under Differential Privacy. ICDE 2025: 683-695
[c355]Zhifeng Jia, Hanmo Liu, Haoyang Li, Lei Chen:
SIT: Selective Incremental Training for Dynamic Knowledge Graph Embedding. ICDE 2025: 1607-1621
[c354]Yuchen Li, Hao Zhang
, Yongqi Zhang, Xinyu Ma, Wenwen Ye, Naifei Song, Shuaiqiang Wang, Haoyi Xiong, Dawei Yin, Lei Chen:
M2oERank: Multi-Objective Mixture-of-Experts Enhanced Ranking for Satisfaction-Oriented Web Search. ICDE 2025: 4441-4454
[c353]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Circuit Transformer: A Transformer That Preserves Logical Equivalence. ICLR 2025
[c352]Jiawei Zhou, Li Dong, Furu Wei, Lei Chen:
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index. ICLR 2025
[c351]Liping Wang, Xujia Li, Jingshu Peng, Yue Wang, Chen Zhang, Yan Zhou, Lei Chen:
N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning. ICLR 2025
[c350]Hanmo Liu, Shimin Di, Jialiang Wang, Zhili Wang, Jiachuan Wang, Xiaofang Zhou, Lei Chen:
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models. ICLR 2025
[c349]Hanmo Liu, Shimin Di, Haoyang Li, Xun Jian, Yue Wang, Lei Chen:
A Selective Learning Method for Temporal Graph Continual Learning. ICML 2025
[c348]Shuangyin Li, Jihua Yang, Yixuan Wang, Shimin Di
, Lei Chen:
ESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data Synthesis. KDD (2) 2025: 1517-1528
[c347]Tong Li, Jiachuan Wang
, Yongqi Zhang, Shuangyin Li, Lei Chen:
Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning. KDD (2) 2025: 1541-1552
[c346]Yuchen Li, Hao Zhang
, Yongqi Zhang, Hengyi Cai
, Mingxin Cai
, Shuaiqiang Wang
, Haoyi Xiong
, Linghe Kong, Dawei Yin, Lei Chen:
RankExpert: A Mixture of Textual-and-Behavioral Experts for Multi-Objective Learning-to-Rank in Web Search. KDD (2) 2025: 4578-4589
[c345]Yongxin Cai
, Jing Qiu
, Fan Zhang
, Qiang Li
, Lei Chen
:
A Knowledge Extraction Framework on Cyber Threat Reports with Enhanced Security Profiles. SIGIR 2025: 326-336
[c344]Yuming Huang
, Jing Tang
, Qianhao Cong
, Richard T. B. Ma
, Lei Chen
, Yeow Meng Chee
:
The Last Survivor of PoS Pools: Staker's Dilemma. SIGMETRICS (Abstracts) 2025: 160-162
[c343]Songyue Guo
, Maocheng Li
, Zhao Chen
, Caleb Chen Cao
, Lei Chen
:
FQora: Towards Fair and Quality-based Online Data Marketplace. WWW (Companion Volume) 2025: 2839-2842
[c342]Xiangmin Zhou
, Lei Chen
, Chengkun He
, Junfeng Wu
, Weiyi Zhou
, Jie Shao
, Yanchun Zhang
:
A Responsible and Extendable Context-Aware Recommender System. WWW (Companion Volume) 2025: 2955-2958
[i135]Haoyang Li, Yuming Xu, Chen Jason Zhang, Alexander Zhou, Lei Chen, Qing Li:
Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements. CoRR abs/2501.00773 (2025)
[i134]Yubo Wang, Haoyang Li, Fei Teng, Lei Chen:
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification. CoRR abs/2501.02844 (2025)
[i133]Yu Shao, Peng Cheng, Xiang Lian, Lei Chen, Wangze Ni, Xuemin Lin, Chen Zhang, Liping Wang:
Efficient Multiple Temporal Network Kernel Density Estimation. CoRR abs/2501.07106 (2025)
[i132]Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan
, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, Yangqiu Song:
Top Ten Challenges Towards Agentic Neural Graph Databases. CoRR abs/2501.14224 (2025)
[i131]Haoyang Li, Xuejia Chen, Zhanchao Xu, Darian Li, Nicole Hu, Fei Teng, Yiming Li, Luyu Qiu, Chen Jason Zhang, Qing Li, Lei Chen:
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models. CoRR abs/2502.11075 (2025)
[i130]Qingfa Xiao, Jiachuan Wang, Haoyang Li, Cheng Deng, Jiaqi Tang, Shuangyin Li, Yongqi Zhang, Jun Wang, Lei Chen:
Activation-aware Probe-Query: Effective Key-Value Retrieval for Long-Context LLMs Inference. CoRR abs/2502.13542 (2025)
[i129]Xujie Yuan, Yongxu Liu, Shimin Di, Shiwen Wu, Libin Zheng, Rui Meng, Lei Chen, Xiaofang Zhou, Jian Yin:
A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation. CoRR abs/2502.20854 (2025)
[i128]Hanmo Liu, Shimin Di, Haoyang Li, Xun Jian, Yue Wang, Lei Chen:
A Selective Learning Method for Temporal Graph Continual Learning. CoRR abs/2503.01580 (2025)
[i127]Cheng Deng, Luoyang Sun, Jiwen Jiang, Yongcheng Zeng, Xinjian Wu, Wenxin Zhao, Qingfa Xiao, Jiachuan Wang, Haoyang Li, Lei Chen, Lionel M. Ni, Haifeng Zhang, Jun Wang:
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing. CoRR abs/2503.12167 (2025)
[i126]Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen:
Improving the End-to-End Efficiency of Offline Inference for Multi-LLM Applications Based on Sampling and Simulation. CoRR abs/2503.16893 (2025)
[i125]Jiachuan Wang, Shimin Di, Tianhao Tang, Haoyang Li, Charles Wang Wai Ng, Xiaofang Zhou, Lei Chen:
Learning Towards Emergence: Paving the Way to Induce Emergence by Inhibiting Monosemantic Neurons on Pre-trained Models. CoRR abs/2503.23298 (2025)
[i124]Tong Li, Jiachuan Wang, Yongqi Zhang, Shuangyin Li, Lei Chen:
Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning. CoRR abs/2505.14471 (2025)
[i123]Ran Li, Shimin Di, Yuchen Liu, Chen Jing, Yu Qiu, Lei Chen:
Beyond path selection: Better LLMs for Scientific Information Extraction with MimicSFT and Relevance and Rule-induced(R2)GRPO. CoRR abs/2505.22068 (2025)
[i122]Luoyang Sun, Jiwen Jiang, Cheng Deng, Xinjian Wu, Haifeng Zhang, Lei Chen, Lionel M. Ni, Jun Wang:
GTA: Grouped-head latenT Attention. CoRR abs/2506.17286 (2025)
[i121]Jiayong Qin, Xianyu Zhu, Qiyu Liu, Guangyi Zhang, Zhigang Cai, Jianwei Liao, Sha Hu, Jingshu Peng, Yingxia Shao, Lei Chen:
Piecewise Linear Approximation in Learned Index Structures: Theoretical and Empirical Analysis. CoRR abs/2506.20139 (2025)
[i120]Jianxin Yan, Wangze Ni, Lei Chen, Xuemin Lin, Peng Cheng, Zhan Qin, Kui Ren:
ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models. CoRR abs/2506.22791 (2025)
[i119]Wu Fei, Hao Kong, Shuxian Liang, Yang Lin, Yibo Yang, Jing Tang, Lei Chen, Xian-Sheng Hua:
Self-Guided Process Reward Optimization with Redefined Step-wise Advantage for Process Reinforcement Learning. CoRR abs/2507.01551 (2025)
[i118]Haoyang Li, Zhanchao Xu, Yiming Li, Xuejia Chen, Darian Li, Anxin Tian, Qingfa Xiao, Cheng Deng, Jun Wang, Qing Li, Lei Chen, Mingxuan Yuan:
LoopServe: An Adaptive Dual-phase LLM Inference Acceleration System for Multi-Turn Dialogues. CoRR abs/2507.13681 (2025)
[i117]Haoyang Li, Yuming Xu, Yiming Li, Hanmo Liu, Darian Li, Chen Jason Zhang, Lei Chen, Qing Li:
When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction. CoRR abs/2507.13825 (2025)
[i116]Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Beyond Model Base Selection: Weaving Knowledge to Master Fine-grained Neural Network Design. CoRR abs/2507.15336 (2025)
[i115]Yubo Wang, Shimin Di, Zhili Wang, Haoyang Li, Fei Teng, Hao Xin, Lei Chen:
Understanding the Embedding Models on Hyper-relational Knowledge Graph. CoRR abs/2508.03280 (2025)
[i114]Fei Teng, Haoyang Li, Lei Chen:
LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation. CoRR abs/2508.09594 (2025)
[i113]Yi Liu, Hongjie Zhang, Yiwen Wang, Dimitris Tsaras, Lei Chen, Mingxuan Yuan, Qiang Xu:
Beyond Tokens: Enhancing RTL Quality Estimation via Structural Graph Learning. CoRR abs/2508.18730 (2025)
[i112]Ri Su, Zhao Chen, Caleb Chen Cao, Nan Tang, Lei Chen:
SCAR: A Characterization Scheme for Multi-Modal Dataset. CoRR abs/2508.19659 (2025)
[i111]Wenrui Zhou, Qiyu Liu, Jingshu Peng, Aoqian Zhang, Lei Chen:
CARPO: Leveraging Listwise Learning-to-Rank for Context-Aware Query Plan Optimization. CoRR abs/2509.03102 (2025)
[i110]Yushi Sun, Kai Sun, Yifan Ethan Xu, Xiao Yang, Xin Luna Dong, Nan Tang, Lei Chen:
KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering. CoRR abs/2509.04716 (2025)
[i109]Leilei Du, Peng Cheng, Lei Chen, Heng Tao Shen, Xuemin Lin, Wei Xi:
Infinite Stream Estimation under Personalized w-Event Privacy. CoRR abs/2509.08387 (2025)
[i108]Ruoxuan Li, Xiaoyao Zhong, Jiabao Jin, Peng Cheng, Wangze Ni, Lei Chen, Zhitao Shen, Wei Jia, Xiangyu Wang, Xuemin Lin, Heng Tao Shen, Jingkuan Song:
SINDI: an Efficient Index for Approximate Maximum Inner Product Search on Sparse Vectors. CoRR abs/2509.08395 (2025)
[i107]Kun Yu, Jiabao Jin, Xiaoyao Zhong, Peng Cheng, Lei Chen, Zhitao Shen, Jingkuan Song, Hengtao Shen, Xuemin Lin:
Approximate Nearest Neighbor Search of Large Scale Vectors on Distributed Storage. CoRR abs/2510.17326 (2025)
[i106]Yubo Wang, Haoyang Li, Fei Teng, Lei Chen:
AGRAG: Advanced Graph-based Retrieval-Augmented Generation for LLMs. CoRR abs/2511.05549 (2025)
[i105]Zonglun Li, Wangze Ni, Shuhao Zheng, Junliang Luo, Weijie Sun, Lei Chen, Xue Liu, Tianhang Zheng, Zhan Qin, Kui Ren:
Hurricane Mixer: The Eye in the Storm - Embedding Regulatory Oversight into Cryptocurrency Mixing Services. IACR Cryptol. ePrint Arch. 2025: 1659 (2025)- 2024
[j302]Lei Chen, Chenyu Zhang, Jing Xu:
PredictEFC: a fast and efficient multi-label classifier for predicting enzyme family classes. BMC Bioinform. 25(1): 50 (2024)
[j301]Yingxia Shao
, Hongzheng Li
, Xizhi Gu
, Hongbo Yin
, Yawen Li
, Xupeng Miao
, Wentao Zhang
, Bin Cui
, Lei Chen
:
Distributed Graph Neural Network Training: A Survey. ACM Comput. Surv. 56(8): 191:1-191:39 (2024)
[j300]Xiang Li
, Yongqi Zhang
, Lei Chen
, Jia Li
, Xiaowen Chu
:
A decomposition-ensemble-integration framework for carbon price forecasting. Expert Syst. Appl. 257: 124954 (2024)
[j299]Jingzhi Fang
, Yanyan Shen
, Yue Wang
, Lei Chen
:
STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically. Proc. ACM Manag. Data 2(1): 68:1-68:26 (2024)
[j298]Shihong Gao
, Yiming Li
, Xin Zhang
, Yanyan Shen
, Yingxia Shao
, Lei Chen
:
SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement. Proc. ACM Manag. Data 2(3): 174 (2024)
[j297]Shihong Gao, Yiming Li, Yanyan Shen, Yingxia Shao, Lei Chen:
ETC: Efficient Training of Temporal Graph Neural Networks over Large-scale Dynamic Graphs. Proc. VLDB Endow. 17(5): 1060-1072 (2024)
[j296]Zhiyuan Li, Xun Jian, Yue Wang, Yingxia Shao, Lei Chen:
DAHA: Accelerating GNN Training with Data and Hardware Aware Execution Planning. Proc. VLDB Endow. 17(6): 1364-1376 (2024)
[j295]Zengyang Gong, Yuxiang Zeng, Lei Chen:
Real-time Insertion Operator for Shared Mobility on Time-Dependent Road Networks. Proc. VLDB Endow. 17(7): 1669-1682 (2024)
[j294]Haoyang Li, Shimin Di
, Calvin Hong Yi Li, Lei Chen, Xiaofang Zhou:
Fight Fire with Fire: Towards Robust Graph Neural Networks on Dynamic Graphs via Actively Defense. Proc. VLDB Endow. 17(8): 2050-2063 (2024)
[j293]Anxin Tian
, Alexander Zhou
, Yue Wang, Xun Jian, Lei Chen:
Efficient Index for Temporal Core Queries over Bipartite Graphs. Proc. VLDB Endow. 17(11): 2813-2825 (2024)
[j292]Yushi Sun
, Xin Hao, Kai Sun, Yifan Xu, Xiao Yang, Xin Luna Dong, Nan Tang, Lei Chen:
Are Large Language Models a Good Replacement of Taxonomies? Proc. VLDB Endow. 17(11): 2919-2932 (2024)
[j291]Bing Tong, Yan Zhou, Chen Zhang, Jianheng Tang, Jing Tang, Leihong Yang, Qiye Li, Manwu Lin, Zhongxin Bao, Jia Li, Lei Chen:
Galaxybase: A High Performance Native Distributed Graph Database for HTAP. Proc. VLDB Endow. 17(12): 3893-3905 (2024)
[j290]Wangze Ni, Yiwei Zhao, Pengze Chen, Lei Chen, Peng Cheng, Chen Jason Zhang:
CMixing: An Efficient Coin Mixing Platform to Enhance Anonymity in Cryptocurrency Transactions. Proc. VLDB Endow. 17(12): 4405-4408 (2024)
[j289]Yifan Song
, Xiaolong Chen, Wenqing Lin, Jia Li, Chen Zhang, Yan Zhou, Lei Chen, Jing Tang:
Efficient Graph Embedding Generation and Update for Large-Scale Temporal Graph. Proc. VLDB Endow. 18(4): 929-942 (2024)
[j288]Yixin Chen
, Di Jiang
, Conghui Tan
, Yuanfeng Song
, Chen Jason Zhang
, Lei Chen
:
Neural Moderation of ASMR Erotica Content in Social Networks. IEEE Trans. Knowl. Data Eng. 36(1): 275-280 (2024)
[j287]Wangze Ni, Peng Cheng
, Lei Chen
, Shiyu Yang
:
Task Assignment Framework for Online Car-Hailing Systems With Electric Vehicles. IEEE Trans. Knowl. Data Eng. 36(12): 9361-9373 (2024)
[j286]Xiangmin Zhou
, Rosni Lumbantoruan
, Yongli Ren
, Lei Chen
, Xiaochun Yang
, Jie Shao
:
Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation. Trans. Recomm. Syst. 2(2): 14:1-14:23 (2024)
[j285]Chen Jason Zhang
, Yunrui Liu, Pengcheng Zeng
, Ting Wu, Lei Chen, Pan Hui, Fei Hao:
Similarity-driven and task-driven models for diversity of opinion in crowdsourcing markets. VLDB J. 33(5): 1377-1398 (2024)
[c341]Yuchen Liu
, Shimin Di
, Lei Chen
, Xiaofang Zhou
, Fei Lin
:
A Universal and Interpretable Method for Enhancing Stock Price Prediction. CIKM 2024: 1533-1543
[c340]Leilei Du, Peng Cheng, Lei Chen, Wangze Ni, Jing Zhao, Xuemin Lin:
Stable Task Assignment with Range Partition under Differential Privacy. DASFAA (4) 2024: 243-253
[c339]Hao Xin, Lei Chen, Yanyan Shen:
Cost-Aware Outdated Facts Correction in the Knowledge Bases. DASFAA (4) 2024: 257-272
[c338]Hao Xin, Lei Chen, Yanyan Shen:
PKBC: A Product-Specific Knowledge base Taxonomy Framework. DASFAA (4) 2024: 375-390
[c337]Fuda Ye
, Shuangyin Li, Yongqi Zhang, Lei Chen:
R²AG: Incorporating Retrieval Information into Retrieval Augmented Generation. EMNLP (Findings) 2024: 11584-11596
[c336]Yushi Sun
, Jiachuan Wang
, Peng Cheng
, Libin Zheng, Lei Chen, Jian Yin:
Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation. ICDE 2024: 249-262
[c335]Xiaoyao Zhong, Jiabao Jin, Peng Cheng
, Wangze Ni, Libin Zheng, Lei Chen, Xuemin Lin:
Wait to be Faster: A Smart Pooling Framework for Dynamic Ridesharing. ICDE 2024: 355-367
[c334]Haoyang Li, Shimin Di
, Lei Chen, Xiaofang Zhou:
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks. ICDE 2024: 859-873
[c333]Yubo Wang
, Hao Xin, Lei Chen:
KGLink: A Column Type Annotation Method that Combines Knowledge Graph and Pre-Trained Language Model. ICDE 2024: 1023-1035
[c332]Ran Li, Shimin Di
, Lei Chen, Xiaofang Zhou:
GradGCL: Gradient Graph Contrastive Learning. ICDE 2024: 1171-1184
[c331]Guangyi Liu, Quanming Yao, Yongqi Zhang, Lei Chen:
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network. ICDE 2024: 1269-1281
[c330]Hanmo Liu, Shimin Di
, Haoyang Li, Shuangyin Li, Lei Chen, Xiaofang Zhou:
Effective Data Selection and Replay for Unsupervised Continual Learning. ICDE 2024: 1449-1463
[c329]Xiaoting Zhu, Libin Zheng, Chen Jason Zhang, Peng Cheng
, Rui Meng, Lei Chen, Xuemin Lin, Jian Yin:
Privacy-Preserving Traffic Flow Release with Consistency Constraints. ICDE 2024: 1699-1711
[c328]Xinyi Zhu, Yongqi Zhang, Lei Chen, Kai Chen:
Triple-D: Denoising Distant Supervision for High-Quality Data Creation. ICDE 2024: 1874-1887
[c327]Alexander Zhou
, Yue Wang, Lei Chen, M. Tamer Özsu:
Positive Communities on Signed Graphs That Are Not Echo Chambers: A Clique-Based Approach. ICDE 2024: 2531-2543
[c326]Xujia Li, Lei Chen:
Graph Anomaly Detection with Domain-Agnostic Pre-Training and Few-Shot Adaptation. ICDE 2024: 2667-2680
[c325]Zhili Wang, Shimin Di
, Lei Chen, Xiaofang Zhou:
Search to Fine-Tune Pre-Trained Graph Neural Networks for Graph-Level Tasks. ICDE 2024: 2805-2819
[c324]Jiexi Zhan, Han Wu, Peng Cheng
, Libin Zheng, Lei Chen, Chen Jason Zhang, Xuemin Lin, Wenjie Zhang:
TrendSharing: A Framework to Discover and Follow the Trends for Shared Mobility Services. ICDE 2024: 4370-4382
[c323]Zengyang Gong, Yuxiang Zeng, Lei Chen:
Querying Shortest Path on Large Time-Dependent Road Networks with Shortcuts. ICDE 2024: 4532-4544
[c322]Hao Xin, Lei Chen:
KartGPS: Knowledge Base Update with Temporal Graph Pattern-based Semantic Rules. ICDE 2024: 5075-5087
[c321]


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