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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
— Johns Hopkins University, Baltimore, MD, USA (and 1 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)
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2020 – today
- 2025
- [i100]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) - 2024
- [j297]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) - [j296]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) - [j295]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) - [j294]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) - [j293]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) - [j292]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) - [j291]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) - [j290]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) - [j289]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) - [j288]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) - [j287]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) - [j286]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) - [j285]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) - [j284]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) - [j283]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) - [j282]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) - [c332]Yuchen Liu
, Shimin Di
, Lei Chen
, Xiaofang Zhou
, Fei Lin
:
A Universal and Interpretable Method for Enhancing Stock Price Prediction. CIKM 2024: 1533-1543 - [c331]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 - [c330]Hao Xin, Lei Chen, Yanyan Shen:
Cost-Aware Outdated Facts Correction in the Knowledge Bases. DASFAA (4) 2024: 257-272 - [c329]Hao Xin, Lei Chen, Yanyan Shen:
PKBC: A Product-Specific Knowledge base Taxonomy Framework. DASFAA (4) 2024: 375-390 - [c328]Fuda Ye, Shuangyin Li, Yongqi Zhang, Lei Chen:
R²AG: Incorporating Retrieval Information into Retrieval Augmented Generation. EMNLP (Findings) 2024: 11584-11596 - [c327]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 - [c326]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 - [c325]Haoyang Li, Shimin Di
, Lei Chen, Xiaofang Zhou:
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks. ICDE 2024: 859-873 - [c324]Ran Li, Shimin Di
, Lei Chen, Xiaofang Zhou:
GradGCL: Gradient Graph Contrastive Learning. ICDE 2024: 1171-1184 - [c323]Guangyi Liu, Quanming Yao, Yongqi Zhang, Lei Chen:
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network. ICDE 2024: 1269-1281 - [c322]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 - [c321]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 - [c320]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 - [c319]Xujia Li, Lei Chen:
Graph Anomaly Detection with Domain-Agnostic Pre-Training and Few-Shot Adaptation. ICDE 2024: 2667-2680 - [c318]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 - [c317]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 - [c316]Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang:
Complex Event Summarization Using Multi-Social Attribute Correlation (Extended Abstract). ICDE 2024: 5729-5730 - [c315]Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen:
Retrieval-based Disentangled Representation Learning with Natural Language Supervision. ICLR 2024 - [c314]Ran Li
, Shimin Di
, Lei Chen
, Xiaofang Zhou
:
SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph. KDD 2024: 1631-1642 - [c313]Xujia Li
, Jingshu Peng
, Lei Chen
:
InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising. KDD 2024: 1679-1690 - [c312]Wangze Ni
, Yiwei Zhao
, Weijie Sun
, Lei Chen
, Peng Cheng
, Chen Jason Zhang
, Xuemin Lin
:
Money Never Sleeps: Maximizing Liquidity Mining Yields in Decentralized Finance. KDD 2024: 2248-2259 - [c311]Jiachuan Wang
, Shimin Di
, Lei Chen
, Charles Wang Wai Ng
:
Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks. KDD 2024: 3092-3103 - [c310]Xiao Yang, Kai Sun, Hao Xin, Yushi Sun, Nikita Bhalla, Xiangsen Chen, Sajal Choudhary, Rongze Daniel Gui, Ziran Will Jiang, Ziyu Jiang, Lingkun Kong, Brian Moran, Jiaqi Wang, Yifan Xu, An Yan, Chenyu Yang, Eting Yuan, Hanwen Zha, Nan Tang, Lei Chen, Nicolas Scheffer, Yue Liu, Nirav Shah, Rakesh Wanga, Anuj Kumar, Scott Yih, Xin Dong:
CRAG - Comprehensive RAG Benchmark. NeurIPS 2024 - [c309]Xizhi Gu, Hongzheng Li, Shihong Gao, Xinyan Zhang, Lei Chen, Yingxia Shao:
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training. ECML/PKDD (3) 2024: 250-266 - [c308]Huahang Li
, Shuangyin Li
, Fei Hao
, Chen Jason Zhang
, Yuanfeng Song
, Lei Chen
:
BoostER: Leveraging Large Language Models for Enhancing Entity Resolution. WWW (Companion Volume) 2024: 1043-1046 - [i99]Huahang Li, Longyu Feng, Shuangyin Li, Fei Hao, Chen Jason Zhang
, Yuanfeng Song, Lei Chen:
On Leveraging Large Language Models for Enhancing Entity Resolution. CoRR abs/2401.03426 (2024) - [i98]Ying Su, Tianqing Fang, Huiru Xiao, Weiqi Wang, Yangqiu Song, Tong Zhang, Lei Chen:
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion. CoRR abs/2402.09666 (2024) - [i97]Huahang Li, Shuangyin Li, Fei Hao, Chen Jason Zhang
, Yuanfeng Song, Lei Chen:
BoostER: Leveraging Large Language Models for Enhancing Entity Resolution. CoRR abs/2403.06434 (2024) - [i96]Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Yu Huang, Sadaf Khan, Min Li, Xingquan Li, Yun Liang, Yibo Lin, Jinwei Liu, Yi Liu, Guojie Luo, Zhengyuan Shi, Guangyu Sun, Dimitrios Tsaras, Runsheng Wang, Ziyi Wang, Xinming Wei, Zhiyao Xie, Qiang Xu, Chenhao Xue, Evangeline F. Y. Young, Bei Yu, Mingxuan Yuan, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou:
The Dawn of AI-Native EDA: Promises and Challenges of Large Circuit Models. CoRR abs/2403.07257 (2024) - [i95]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. CoRR abs/2403.11099 (2024) - [i94]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. CoRR abs/2403.11671 (2024) - [i93]Luyu Qiu, Jianing Li, Lei Wen, Chi Su, Fei Hao, Chen Jason Zhang
, Lei Chen:
XPose: eXplainable Human Pose Estimation. CoRR abs/2403.12370 (2024) - [i92]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Circuit Transformer: End-to-end Circuit Design by Predicting the Next Gate. CoRR abs/2403.13838 (2024) - [i91]Guangyi Liu, Quanming Yao, Yongqi Zhang, Lei Chen:
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network. CoRR abs/2403.14377 (2024) - [i90]Jiawei Zhou, Li Dong, Furu Wei, Lei Chen:
Semi-Parametric Retrieval via Binary Token Index. CoRR abs/2405.01924 (2024) - [i89]Qiyu Liu, Maocheng Li, Yuxiang Zeng, Yanyan Shen, Lei Chen:
How Good Are Multi-dimensional Learned Indices? An Experimental Survey. CoRR abs/2405.05536 (2024) - [i88]Jiawei Li, Jingshu Peng, Haoyang Li, Lei Chen:
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models. CoRR abs/2405.10597 (2024) - [i87]Fei Teng, Haoyang Li, Shimin Di
, Lei Chen:
Cardinality Estimation on Hyper-relational Knowledge Graphs. CoRR abs/2405.15231 (2024) - [i86]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Logic Synthesis with Generative Deep Neural Networks. CoRR abs/2406.04699 (2024) - [i85]Xiao Yang, Kai Sun, Hao Xin, Yushi Sun, Nikita Bhalla, Xiangsen Chen, Sajal Choudhary, Rongze Daniel Gui, Ziran Will Jiang, Ziyu Jiang, Lingkun Kong, Brian Moran, Jiaqi Wang, Yifan Ethan Xu, An Yan, Chenyu Yang, Eting Yuan, Hanwen Zha, Nan Tang, Lei Chen, Nicolas Scheffer, Yue Liu, Nirav Shah, Rakesh Wanga, Anuj Kumar, Wen-tau Yih, Xin Luna Dong:
CRAG - Comprehensive RAG Benchmark. CoRR abs/2406.04744 (2024) - [i84]Xizhi Gu, Hongzheng Li, Shihong Gao, Xinyan Zhang, Lei Chen, Yingxia Shao:
SpanGNN: Towards Memory-Efficient Graph Neural Networks via Spanning Subgraph Training. CoRR abs/2406.04938 (2024) - [i83]Yushi Sun, Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Jian Yin:
Cross-domain-aware Worker Selection with Training for Crowdsourced Annotation. CoRR abs/2406.06977 (2024) - [i82]Yushi Sun, Hao Xin, Kai Sun, Yifan Ethan Xu, Xiao Yang, Xin Luna Dong, Nan Tang, Lei Chen:
Are Large Language Models a Good Replacement of Taxonomies? CoRR abs/2406.11131 (2024) - [i81]Fuda Ye, Shuangyin Li, Yongqi Zhang, Lei Chen:
R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation. CoRR abs/2406.13249 (2024) - [i80]Luyu Qiu, Jianing Li, Chi Su, Chen Jason Zhang, Lei Chen:
Dissecting Multiplication in Transformers: Insights into LLMs. CoRR abs/2407.15360 (2024) - [i79]Jialiang Wang, Shimin Di, Hanmo Liu, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models. CoRR abs/2408.06717 (2024) - [i78]Jialiang Wang, Ning Zhang, Shimin Di, Ruidong Wang, Lei Chen:
Class-aware and Augmentation-free Contrastive Learning from Label Proportion. CoRR abs/2408.06743 (2024) - [i77]Zhizhuo Kou, Holam Yu, Jingshu Peng, Lei Chen:
Automate Strategy Finding with LLM in Quant investment. CoRR abs/2409.06289 (2024) - [i76]Xufeng Yao, Yiwen Wang, Xing Li, Yingzhao Lian, Ran Chen, Lei Chen, Mingxuan Yuan, Hong Xu, Bei Yu:
RTLRewriter: Methodologies for Large Models aided RTL Code Optimization. CoRR abs/2409.11414 (2024) - [i75]Qiyu Liu, Siyuan Han, Yanlin Qi, Jingshu Peng, Jin Li, Longlong Lin, Lei Chen:
Why Are Learned Indexes So Effective but Sometimes Ineffective? CoRR abs/2410.00846 (2024) - [i74]Jun Wang, Meng Fang, Ziyu Wan, Muning Wen, Jiachen Zhu, Anjie Liu, Ziqin Gong, Yan Song, Lei Chen, Lionel M. Ni, Linyi Yang, Ying Wen, Weinan Zhang:
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models. CoRR abs/2410.09671 (2024) - [i73]Leilei Du, Peng Cheng, Libin Zheng, Xiang Lian, Lei Chen, Wei Xi, Wangze Ni:
Numerical Estimation of Spatial Distributions under Differential Privacy. CoRR abs/2412.06541 (2024) - 2023
- [j281]Hanmo Liu
, Shimin Di
, Lei Chen
:
Incremental Tabular Learning on Heterogeneous Feature Space. Proc. ACM Manag. Data 1(1): 18:1-18:18 (2023) - [j280]Yuxiang Zeng
, Yongxin Tong
, Lei Chen
:
LiteHST: A Tree Embedding based Method for Similarity Search. Proc. ACM Manag. Data 1(1): 35:1-35:26 (2023) - [j279]Yiming Li
, Yanyan Shen
, Lei Chen
, Mingxuan Yuan
:
Orca: Scalable Temporal Graph Neural Network Training with Theoretical Guarantees. Proc. ACM Manag. Data 1(1): 52:1-52:27 (2023) - [j278]Haoyang Li
, Lei Chen
:
EARLY: Efficient and Reliable Graph Neural Network for Dynamic Graphs. Proc. ACM Manag. Data 1(2): 163:1-163:28 (2023) - [j277]Xin Zhang
, Yanyan Shen
, Yingxia Shao
, Lei Chen
:
DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU. Proc. ACM Manag. Data 1(2): 166:1-166:24 (2023) - [j276]Jia Li
, Yanyan Shen
, Lei Chen
, Charles Wang Wai Ng
:
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation. Proc. ACM Manag. Data 1(2): 176:1-176:21 (2023) - [j275]Yushi Sun
, Hao Xin, Lei Chen:
RECA: Related Tables Enhanced Column Semantic Type Annotation Framework. Proc. VLDB Endow. 16(6): 1319-1331 (2023) - [j274]Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan:
Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank. Proc. VLDB Endow. 16(6): 1332-1345 (2023) - [j273]Xun Jian, Zhiyuan Li, Lei Chen:
SUFF: Accelerating Subgraph Matching with Historical Data. Proc. VLDB Endow. 16(7): 1699-1711 (2023) - [j272]Anxin Tian
, Alexander Zhou
, Yue Wang, Lei Chen:
Maximal D-truss Search in Dynamic Directed Graphs. Proc. VLDB Endow. 16(9): 2199-2211 (2023) - [j271]Ge Lv
, Chen Jason Zhang
, Lei Chen:
HENCE-X: Toward Heterogeneity-agnostic Multi-level Explainability for Deep Graph Networks. Proc. VLDB Endow. 16(11): 2990-3003 (2023) - [j270]Jiabao Jin, Peng Cheng
, Lei Chen, Xuemin Lin, Wenjie Zhang:
Efficient Non-Learning Similar Subtrajectory Search. Proc. VLDB Endow. 16(11): 3111-3123 (2023) - [j269]Ge Lv
, Lei Chen:
On Data-Aware Global Explainability of Graph Neural Networks. Proc. VLDB Endow. 16(11): 3447-3460 (2023) - [j268]Wangze Ni, Pengze Chen, Lei Chen:
PSFQ: A Blockchain-based Privacy-preserving and Verifiable Student Feedback Questionnaire Platform. Proc. VLDB Endow. 16(12): 3918-3921 (2023) - [j267]Wangze Ni, Pengze Chen, Lei Chen, Peng Cheng
, Chen Zhang
, Xuemin Lin:
Utility-aware Payment Channel Network Rebalance. Proc. VLDB Endow. 17(2): 184-196 (2023) - [j266]Kai Hiu Chung, Alexander Zhou, Yue Wang, Lei Chen:
Maximum Balanced (k, ε)-Bitruss Detection in Signed Bipartite Graph. Proc. VLDB Endow. 17(3): 332-344 (2023) - [j265]Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang:
From Large Language Models to Databases and Back: A Discussion on Research and Education. SIGMOD Rec. 52(3): 49-56 (2023) - [j264]Qinpei Zhao
, Guangda Yang
, Kai Zhao
, Jiaming Yin
, Weixiong Rao
, Lei Chen
:
Multivariate Time-Series Forecasting Model: Predictability Analysis and Empirical Study. IEEE Trans. Big Data 9(6): 1536-1548 (2023) - [j263]Libin Zheng
, Lei Chen
, Cyrus Shahabi
:
Centralized Routing for Bike-Sharing Systems. IEEE Trans. Knowl. Data Eng. 35(1): 154-166 (2023) - [j262]Yexuan Shi
, Yongxin Tong
, Yuxiang Zeng, Zimu Zhou
, Bolin Ding, Lei Chen
:
Efficient Approximate Range Aggregation Over Large-Scale Spatial Data Federation. IEEE Trans. Knowl. Data Eng. 35(1): 418-430 (2023) - [j261]Chen Jason Zhang
, Haodi Zhang
, Weiteng Xie
, Nan Liu, Kaishun Wu
, Lei Chen
:
Where to: Crowd-Aided Path Selection by Selective Bayesian Network. IEEE Trans. Knowl. Data Eng. 35(1): 1072-1087 (2023) - [j260]Xupeng Miao
, Wentao Zhang, Yingxia Shao
, Bin Cui
, Lei Chen
, Ce Zhang, Jiawei Jiang:
Lasagne: A Multi-Layer Graph Convolutional Network Framework via Node-Aware Deep Architecture. IEEE Trans. Knowl. Data Eng. 35(2): 1721-1733 (2023) - [j259]Chen Jason Zhang
, Haodi Zhang
, Qifan Li, Kaishun Wu
, Di Jiang
, Yuanfeng Song, Peiguang Lin
, Lei Chen
:
Burstiness-Aware Web Search Analysis on Different Levels of Evidences. IEEE Trans. Knowl. Data Eng. 35(3): 2341-2352 (2023) - [j258]Yuechen Tao
, Bo Li
, Baochun Li
, Lei Chen
:
Characterizing Performance Limits in Payment Channel Networks. IEEE Trans. Knowl. Data Eng. 35(3): 2353-2365 (2023) - [j257]Chaotao Chen, Di Jiang
, Jinhua Peng, Rongzhong Lian, Yawen Li, Chen Jason Zhang
, Lei Chen
, Lixin Fan:
Scalable Identity-Oriented Speech Retrieval. IEEE Trans. Knowl. Data Eng. 35(3): 3261-3265 (2023) - [j256]Xun Jian
, Yue Wang
, Lei Chen
:
Publishing Graphs Under Node Differential Privacy. IEEE Trans. Knowl. Data Eng. 35(4): 4164-4177 (2023) - [j255]Yu Yang
, Hongzhi Yin
, Jiannong Cao
, Tong Chen
, Quoc Viet Hung Nguyen
, Xiaofang Zhou
, Lei Chen
:
Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution. IEEE Trans. Knowl. Data Eng. 35(9): 9656-9670 (2023) - [j254]Lei Chen
, Xiangmin Zhou
, Xiaochun Yang
, Timos Sellis
:
Guest Editorial Special Issue on Online Recommendation Using AI and Big Data Techniques. IEEE Trans. Knowl. Data Eng. 35(10): 9809-9811 (2023) - [j253]Chaozhuo Li
, Senzhang Wang
, Jie Xu
, Zheng Liu
, Hao Wang
, Xing Xie
, Lei Chen
, Philip S. Yu
:
Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-Learning. IEEE Trans. Knowl. Data Eng. 35(10): 10166-10180 (2023) - [j252]Xi Chen, Xiangmin Zhou
, Jeffrey Chan
, Lei Chen
, Timos Sellis
, Yanchun Zhang
:
Complex Event Summarization Using Multi-Social Attribute Correlation. IEEE Trans. Knowl. Data Eng. 35(11): 11180-11195 (2023) - [j251]Yige Zhang, Weixiong Rao
, Kun Zhang, Lei Chen
:
Outdoor Position Recovery From Heterogeneous Telco Cellular Data. IEEE Trans. Knowl. Data Eng. 35(11): 11736-11750 (2023) - [j250]Yiqi Wang
, Chaozhuo Li
, Zheng Liu
, Mingzheng Li
, Jiliang Tang
, Xing Xie
, Lei Chen
, Philip S. Yu
:
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering. ACM Trans. Inf. Syst. 41(2): 43:1-43:27 (2023) - [j249]Chuhan Shi, Fei Nie, Yicheng Hu, Yige Xu, Lei Chen
, Xiaojuan Ma
, Qiong Luo
:
MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry. IEEE Trans. Vis. Comput. Graph. 29(1): 63-73 (2023) - [j248]Xupeng Miao
, Wentao Zhang, Yuezihan Jiang, Fangcheng Fu
, Yingxia Shao, Lei Chen, Yangyu Tao, Gang Cao, Bin Cui:
P2CG: a privacy preserving collaborative graph neural network training framework. VLDB J. 32(4): 717-736 (2023) - [j247]Alexander Zhou
, Yue Wang, Lei Chen:
Butterfly counting and bitruss decomposition on uncertain bipartite graphs. VLDB J. 32(5): 1013-1036 (2023) - [c307]