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ORCIDLei 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
![[0000-0003-3568-4468]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-3568-4468")
— 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
[j313]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)- [j312]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) - [j311]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) - [j310]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) - [j309]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) - [j308]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) - [j307]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) - [j306]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) - [j305]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) - [j304]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) - [j303]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) - [c351]Haoyang Li, Xuejia Chen, Zhanchao Xu, Darian Li, Nicole Hu, Fei Teng, Yiming Li, Luyu Qiu, Chen Jason Zhang, Li Qing, Lei Chen:
Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models. ACL (Findings) 2025: 20004-20026 - [c350]Yao Shi, Boyan Li, Yuyu Luo, Lei Chen, Nan Tang:
Augmenting Realistic Charts with Virtual Overlays. CHI 2025: 619:1-619:23 - [c349]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 - [c348]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Circuit Transformer: A Transformer That Preserves Logical Equivalence. ICLR 2025 - [c347]Jiawei Zhou, Li Dong, Furu Wei, Lei Chen:
Semi-Parametric Retrieval via Binary Bag-of-Tokens Index. ICLR 2025 - [c346]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 - [c345]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 - [c344]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 - [c343]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 - [c342]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 - [c341]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 - [i118]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) - [i117]Yubo Wang, Haoyang Li, Fei Teng, Lei Chen:
Graph-based Retrieval Augmented Generation for Dynamic Few-shot Text Classification. CoRR abs/2501.02844 (2025) - [i116]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) - [i115]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) - [i114]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) - [i113]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) - [i112]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) - [i111]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) - [i110]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) - [i109]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) - [i108]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) - [i107]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) - [i106]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) - [i105]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) - [i104]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) - 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) - [c340]Yuchen Liu, Shimin Di, Lei Chen, Xiaofang Zhou, Fei Lin:
A Universal and Interpretable Method for Enhancing Stock Price Prediction. CIKM 2024: 1533-1543 - [c339]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 - [c338]Hao Xin, Lei Chen, Yanyan Shen:
Cost-Aware Outdated Facts Correction in the Knowledge Bases. DASFAA (4) 2024: 257-272 - [c337]Hao Xin, Lei Chen, Yanyan Shen:
PKBC: A Product-Specific Knowledge base Taxonomy Framework. DASFAA (4) 2024: 375-390 - [c336]Fuda Ye, Shuangyin Li, Yongqi Zhang, Lei Chen:
R²AG: Incorporating Retrieval Information into Retrieval Augmented Generation. EMNLP (Findings) 2024: 11584-11596 - [c335]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 - [c334]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 - [c333]Haoyang Li, Shimin Di, Lei Chen, Xiaofang Zhou:
E2GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks. ICDE 2024: 859-873 - [c332]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 - [c331]Ran Li, Shimin Di, Lei Chen, Xiaofang Zhou:
GradGCL: Gradient Graph Contrastive Learning. ICDE 2024: 1171-1184 - [c330]Guangyi Liu, Quanming Yao, Yongqi Zhang, Lei Chen:
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network. ICDE 2024: 1269-1281 - [c329]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 - [c328]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 - [c327]Xinyi Zhu, Yongqi Zhang, Lei Chen, Kai Chen:
Triple-D: Denoising Distant Supervision for High-Quality Data Creation. ICDE 2024: 1874-1887 - [c326]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 - [c325]Xujia Li, Lei Chen:
Graph Anomaly Detection with Domain-Agnostic Pre-Training and Few-Shot Adaptation. ICDE 2024: 2667-2680 - [c324]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 - [c323]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 - [c322]Zengyang Gong, Yuxiang Zeng, Lei Chen:
Querying Shortest Path on Large Time-Dependent Road Networks with Shortcuts. ICDE 2024: 4532-4544 - [c321]Hao Xin, Lei Chen:
KartGPS: Knowledge Base Update with Temporal Graph Pattern-based Semantic Rules. ICDE 2024: 5075-5087 - [c320]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 - [c319]Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen:
Retrieval-based Disentangled Representation Learning with Natural Language Supervision. ICLR 2024 - [c318]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 - [c317]Xujia Li, Jingshu Peng, Lei Chen:
InLN: Knowledge-aware Incremental Leveling Network for Dynamic Advertising. KDD 2024: 1679-1690 - [c316]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 - [c315]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 - [c314]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 - [c313]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 - [c312]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 - [i103]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) - [i102]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) - [i101]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) - [i100]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) - [i99]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) - [i98]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) - [i97]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) - [i96]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) - [i95]Guangyi Liu, Quanming Yao, Yongqi Zhang, Lei Chen:
Knowledge-Enhanced Recommendation with User-Centric Subgraph Network. CoRR abs/2403.14377 (2024) - [i94]Jiawei Zhou, Li Dong, Furu Wei, Lei Chen:
Semi-Parametric Retrieval via Binary Token Index. CoRR abs/2405.01924 (2024) - [i93]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) - [i92]Jiawei Li, Jingshu Peng, Haoyang Li, Lei Chen:
UniCL: A Universal Contrastive Learning Framework for Large Time Series Models. CoRR abs/2405.10597 (2024) - [i91]Fei Teng, Haoyang Li, Shimin Di, Lei Chen:
Cardinality Estimation on Hyper-relational Knowledge Graphs. CoRR abs/2405.15231 (2024) - [i90]Yubo Wang, Hao Xin, Lei Chen:
KGLink: A column type annotation method that combines knowledge graph and pre-trained language model. CoRR abs/2406.00318 (2024) - [i89]Xihan Li, Xing Li, Lei Chen, Xing Zhang, Mingxuan Yuan, Jun Wang:
Logic Synthesis with Generative Deep Neural Networks. CoRR abs/2406.04699 (2024) - [i88]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) - [i87]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) - [i86]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) - [i85]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) - [i84]Fuda Ye, Shuangyin Li, Yongqi Zhang, Lei Chen:
R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation. CoRR abs/2406.13249 (2024) - [i83]Luyu Qiu, Jianing Li, Chi Su, Chen Jason Zhang, Lei Chen:
Dissecting Multiplication in Transformers: Insights into LLMs. CoRR abs/2407.15360 (2024) - [i82]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) - [i81]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) - [i80]Fu Lin, Jiasheng Shi, Shijie Luo, Qinpei Zhao, Weixiong Rao, Lei Chen:
Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems. CoRR abs/2409.04740 (2024) - [i79]Zhizhuo Kou, Holam Yu, Jingshu Peng, Lei Chen:
Automate Strategy Finding with LLM in Quant investment. CoRR abs/2409.06289 (2024) - [i78]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) - [i77]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) - [i76]Jiexi Zhan, Yu Chen, Peng Cheng, Lei Chen, Wangze Ni, Xuemin Lin:
StructRide: A Framework to Exploit the Structure Information of Shareability Graph in Ridesharing. CoRR abs/2412.06335 (2024) - [i75]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) - [i74]Qiyu Liu, Siyuan Han, Jianwei Liao, Jin Li, Jingshu Peng, Jun Du, Lei Chen:
Learned Data Compression: Challenges and Opportunities for the Future. CoRR abs/2412.10770 (2024) - [i73]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. CoRR abs/2412.19442 (2024) - 2023
- [j284]Chengyong Tang, Zhibing Sha, Jun Li, Haodong Lin, Lei Chen, Zhigang Cai, Jianwei Liao:
Cache eviction for SSD-HDD hybrid storage based on sequential packing. J. Syst. Archit. 141: 102930 (2023) - [j283]Hanmo Liu, Shimin Di, Lei Chen:
Incremental Tabular Learning on Heterogeneous Feature Space. Proc. ACM Manag. Data 1(1): 18:1-18:18 (2023) - [j282]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) - [j281]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) - [j280]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) - [j279]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) - [j278]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) - [j277]Yushi Sun, Hao Xin, Lei Chen:
RECA: Related Tables Enhanced Column Semantic Type Annotation Framework. Proc. VLDB Endow. 16(6): 1319-1331 (2023) - [j276]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) - [j275]Xun Jian, Zhiyuan Li, Lei Chen:
SUFF: Accelerating Subgraph Matching with Historical Data. Proc. VLDB Endow. 16(7): 1699-1711 (2023) - [j274]Anxin Tian, Alexander Zhou, Yue Wang, Lei Chen:
Maximal D-truss Search in Dynamic Directed Graphs. Proc. VLDB Endow. 16(9): 2199-2211 (2023) - [j273]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) - [j272]Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang:
Efficient Non-Learning Similar Subtrajectory Search. Proc. VLDB Endow. 16(11): 3111-3123 (2023) - [j271]Ge Lv, Lei Chen:
On Data-Aware Global Explainability of Graph Neural Networks. Proc. VLDB Endow. 16(11): 3447-3460 (2023) - [j270]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) - [j269]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) - [j268]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) - [j267]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) - [j266]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) - [j265]Libin Zheng, Lei Chen, Cyrus Shahabi:
Centralized Routing for Bike-Sharing Systems. IEEE Trans. Knowl. Data Eng. 35(1): 154-166 (2023) - [j264]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) - [j263]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) - [j262]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) - [j261]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) - [j260]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) - [j259]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) - [j258]Xun Jian, Yue Wang, Lei Chen:
Publishing Graphs Under Node Differential Privacy. IEEE Trans. Knowl. Data Eng. 35(4): 4164-4177 (2023) - [j257]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) - [j256]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) - [j255]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) - [j254]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) - [j253]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) - [j252]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) - [j251]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) - [j250]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) - [j249]Alexander Zhou, Yue Wang, Lei Chen:
Butterfly counting and bitruss decomposition on uncertain bipartite graphs. VLDB J. 32(5): 1013-1036 (2023) - [c311]Likang Wang, Yue Gong, Qirui Wang, Kaixuan Zhou, Lei Chen:
Flora: Dual-Frequency LOss-Compensated ReAl-Time Monocular 3D Video Reconstruction. AAAI 2023: 2599-2607 - [c310]Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen:
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. ACL (1) 2023: 13111-13140 - [c309]Jing Zhao, Peng Cheng, Qixiang Ge, Xun Zhu, Lei Chen, Xi Guo, Jinshan Sun, Yangfang Yang:
Identifying Critical Congested Roads Based on Traffic Flow-Aware Road Network Embedding. ADMA (1) 2023: 598-613 - [c308]Jindi Zhang, Luning Wang, Dan Su, Yongxiang Huang, Caleb Chen Cao, Lei Chen:
Model Debiasing via Gradient-based Explanation on Representation. AIES 2023: 193-204 - [c307]Likang Wang, Lei Chen:
Dionysus: Recovering Scene Structures by Dividing into Semantic Pieces. CVPR 2023: 12576-12587 - [c306]Xuliang Zhu, Ruofei Tang, Lei Chen, Xing Li, Xin Huang, Mingxuan Yuan, Weihua Sheng, Jianliang Xu:
A Database Dependent Framework for K-Input Maximum Fanout-Free Window Rewriting. DAC 2023: 1-6 - [c305]Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng:
Rainfall Spatial Interpolation with Graph Neural Networks. DASFAA (4) 2023: 175-191 - [c304]Liping Wang, Yanyan Shen, Lei Chen:
TE-DyGE: Temporal Evolution-Enhanced Dynamic Graph Embedding Network. DASFAA (3) 2023: 183-198 - [c303]Maocheng Li, Yuxiang Zeng, Libin Zheng, Lei Chen, Qing Li:
Accurate and Efficient Trajectory-Based Contact Tracing with Secure Computation and Geo-Indistinguishability. DASFAA (1) 2023: 300-316 - [c302]Maocheng Li, Yuxiang Zeng, Lei Chen:
Efficient and Accurate Range Counting on Privacy-Preserving Spatial Data Federation. DASFAA (1) 2023: 317-333 - [c301]Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng:
Approximate k-Nearest Neighbor Query over Spatial Data Federation. DASFAA (1) 2023: 351-368 - [c300]Zhifeng Jia, Haoyang Li, Lei Chen:
AIR: Adaptive Incremental Embedding Updating for Dynamic Knowledge Graphs. DASFAA (2) 2023: 606-621 - [c299]Xinyi Zhu, Hao Xin, Yanyan Shen, Lei Chen:
HIT - An Effective Approach to Build a Dynamic Financial Knowledge Base. DASFAA (2) 2023: 716-731 - [c298]Qingfa Xiao, Shuangyin Li, Lei Chen:
Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations. ECAI 2023: 2744-2751 - [c297]Qingfa Xiao, Shuangyin Li, Lei Chen:
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval. EMNLP (Findings) 2023: 7216-7225 - [c296]Xing Li, Lei Chen, Jiantang Zhang, Shuang Wen, Weihua Sheng, Yu Huang, Mingxuan Yuan:
EffiSyn: Efficient Logic Synthesis with Dynamic Scoring and Pruning. ICCAD 2023: 1-9 - [c295]Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng:
Noise2Info: Noisy Image to Information of Noise for Self-Supervised Image Denoising. ICCV 2023: 15988-15997 - [c294]Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao:
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract). IJCAI 2023: 6480-6485 - [c293]Jianwei Liao, Jiewen Tang, Jun Li, Junhao Luo, Chenqi Xiao, Zhigang Cai, Lei Chen:
Modeling Retention Errors on Modern 3D-Flash Products. ISCAS 2023: 1-5 - [c292]Zhili Wang, Shimin Di, Lei Chen:
A Message Passing Neural Network Space for Better Capturing Data-dependent Receptive Fields. KDD 2023: 2489-2501 - [c291]Qiqi Zhou, Yanyan Shen, Lei Chen:
Narrow the Input Mismatch in Deep Graph Neural Network Distillation. KDD 2023: 3581-3592 - [c290]Xujia Li, Yuan Li, Xueying Mo, Hebing Xiao, Yanyan Shen, Lei Chen:
Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering. KDD 2023: 4404-4413 - [c289]Yue Cui, Chen Ma, Kai Zheng, Lei Chen, Xiaofang Zhou:
Controllable Universal Fair Representation Learning. WWW 2023: 949-959 - [c288]Shimin Di, Lei Chen:
Message Function Search for Knowledge Graph Embedding. WWW 2023: 2633-2644 - [i72]Maocheng Li, Yuxiang Zeng, Libin Zheng, Lei Chen, Qing Li:
Accurate and Efficient Trajectory-based Contact Tracing with Secure Computation and Geo-Indistinguishability. CoRR abs/2303.02838 (2023) - [i71]Likang Wang, Lei Chen:
FTSO: Effective NAS via First Topology Second Operator. CoRR abs/2303.12948 (2023) - [i70]Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song, Lei Chen:
CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning. CoRR abs/2305.04808 (2023) - [i69]Jindi Zhang, Luning Wang, Dan Su, Yongxiang Huang, Caleb Chen Cao, Lei Chen:
Model Debiasing via Gradient-based Explanation on Representation. CoRR abs/2305.12178 (2023) - [i68]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. CoRR abs/2306.01388 (2023) - [i67]Xi Zhu, Likang Wang, Caifa Zhou, Xiya Cao, Yue Gong, Lei Chen:
A survey on deep learning approaches for data integration in autonomous driving system. CoRR abs/2306.11740 (2023) - [i66]Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang:
Efficient Non-Learning Similar Subtrajectory Search. CoRR abs/2307.10082 (2023) - [i65]Qingfa Xiao, Shuangyin Li, Lei Chen:
Identical and Fraternal Twins: Fine-Grained Semantic Contrastive Learning of Sentence Representations. CoRR abs/2307.10932 (2023) - [i64]Liping Wang, Jiawei Li, Lifan Zhao, Zhizhuo Kou, Xiaohan Wang, Xinyi Zhu, Hao Wang, Yanyan Shen, Lei Chen:
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey. CoRR abs/2308.04947 (2023) - [i63]Zhili Wang, Shimin Di, Lei Chen, Xiaofang Zhou:
Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks. CoRR abs/2308.06960 (2023) - [i62]Qingfa Xiao, Shuangyin Li, Lei Chen:
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval. CoRR abs/2310.06626 (2023) - [i61]Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu:
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. CoRR abs/2310.07137 (2023) - [i60]Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng:
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation. CoRR abs/2311.15530 (2023) - [i59]Jiachuan Wang, Shimin Di, Lei Chen, Charles Wang Wai Ng:
Emergence Learning: A Rising Direction from Emergent Abilities and a Monosemanticity-Based Study. CoRR abs/2312.11560 (2023) - [i58]Yixuan Wang, Shuangyin Li, Shimin Di, Lei Chen:
Single-Cell RNA-seq Synthesis with Latent Diffusion Model. CoRR abs/2312.14220 (2023) - 2022
- [j248]Zhe Peng, Jianliang Xu, Haibo Hu, Lei Chen:
BlockShare: A Blockchain Empowered System for Privacy-Preserving Verifiable Data Sharing. IEEE Data Eng. Bull. 45(2): 14-24 (2022) - [j247]Yongxin Tong, Xuchen Pan, Yuxiang Zeng, Yexuan Shi, Chunbo Xue, Zimu Zhou, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv:
Hu-Fu: Efficient and Secure Spatial Queries over Data Federation. Proc. VLDB Endow. 15(6): 1159-1172 (2022) - [j246]Hongzheng Li, Yingxia Shao, Junping Du, Bin Cui, Lei Chen:
An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs. Proc. VLDB Endow. 15(8): 1619-1631 (2022) - [j245]Yue Wang, Ruiqi Xu, Xun Jian, Alexander Zhou, Lei Chen:
Towards Distributed Bitruss Decomposition on Bipartite Graphs. Proc. VLDB Endow. 15(9): 1889-1901 (2022) - [j244]Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao:
SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks. Proc. VLDB Endow. 15(9): 1937-1950 (2022) - [j243]Xiangmin Zhou, Lei Chen:
Migrating Social Event Recommendation Over Microblogs. Proc. VLDB Endow. 15(11): 3213-3225 (2022) - [j242]Xuchen Pan, Yongxin Tong, Chunbo Xue, Zimu Zhou, Junping Du, Yuxiang Zeng, Yexuan Shi, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv:
Hu-Fu: A Data Federation System for Secure Spatial Queries. Proc. VLDB Endow. 15(12): 3582-3585 (2022) - [j241]Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Wenjie Zhang:
Online Ridesharing with Meeting Points. Proc. VLDB Endow. 15(13): 3963-3975 (2022) - [j240]Weijie Sun, Zihuan Xu, Lei Chen:
Fairness Matters: A Tit-For-Tat Strategy Against Selfish Mining. Proc. VLDB Endow. 15(13): 4048-4061 (2022) - [j239]Yi Yang, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen, Yongjiao Sun:
Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms. Proc. VLDB Endow. 16(1): 51-63 (2022) - [j238]Zihuan Xu, Lei Chen:
L2chain: Towards High-performance, Confidential and Secure Layer-2 Blockchain Solution for Decentralized Applications. Proc. VLDB Endow. 16(4): 986-999 (2022) - [j237]Xiao-Hui Li, Caleb Chen Cao, Yuhan Shi, Wei Bai, Han Gao, Luyu Qiu, Cong Wang, Yuanyuan Gao, Shenjia Zhang, Xun Xue, Lei Chen:
A Survey of Data-Driven and Knowledge-Aware eXplainable AI. IEEE Trans. Knowl. Data Eng. 34(1): 29-49 (2022) - [j236]Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu:
Maximizing the Utility in Location-Based Mobile Advertising. IEEE Trans. Knowl. Data Eng. 34(2): 776-788 (2022) - [j235]Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Hao Xin, Lei Chen, Jianchun Song, Zhenhong Chen, Meng Zhao:
Effective Similarity Search on Heterogeneous Networks: A Meta-Path Free Approach. IEEE Trans. Knowl. Data Eng. 34(7): 3225-3240 (2022) - [j234]Yurong Cheng, Lei Chen, Ye Yuan, Guoren Wang, Boyang Li, Fusheng Jin:
Strict and Flexible Rule-Based Graph Repairing. IEEE Trans. Knowl. Data Eng. 34(7): 3521-3535 (2022) - [j233]Chen Jason Zhang, Haodi Zhang, Weiteng Xie, Nan Liu, Qifan Li, Di Jiang, Peiguang Lin, Kaishun Wu, Lei Chen:
Cleaning Uncertain Data With Crowdsourcing - A General Model With Diverse Accuracy Rates. IEEE Trans. Knowl. Data Eng. 34(8): 3629-3642 (2022) - [j232]Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang:
Event Popularity Prediction Using Influential Hashtags From Social Media. IEEE Trans. Knowl. Data Eng. 34(10): 4797-4811 (2022) - [j231]Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Ke Xu:
Unified Route Planning for Shared Mobility: An Insertion-based Framework. ACM Trans. Database Syst. 47(1): 2:1-2:48 (2022) - [j230]Libin Zheng, Lei Chen, Peng Cheng:
Privacy-preserving worker allocation in crowdsourcing. VLDB J. 31(4): 733-751 (2022) - [c287]Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen:
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. ACL (1) 2022: 7135-7146 - [c286]Zhongfen Deng, Wei-Te Chen, Lei Chen, Philip S. Yu:
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction. IEEE Big Data 2022: 1816-1821 - [c285]Ge Lv, Lei Chen, Caleb Chen Cao:
On Glocal Explainability of Graph Neural Networks. DASFAA (1) 2022: 648-664 - [c284]Likang Wang, Yue Gong, Xinjun Ma, Qirui Wang, Kaixuan Zhou, Lei Chen:
IS-MVSNet: Importance Sampling-Based MVSNet. ECCV (32) 2022: 668-683 - [c283]Lei Chen, Heding Zheng, Zhaohua Liu, Qing Li, Lian Guo, Guangsheng Liang:
An Improved Density Peaks-Based Graph Clustering Algorithm. EIDWT 2022: 68-80 - [c282]Libin Zheng, Peng Cheng, Lei Chen, Jianxing Yu, Xuemin Lin, Jian Yin:
Crowdsourced Fact Validation for Knowledge Bases. ICDE 2022: 938-950 - [c281]Haoyang Li, Shimin Di, Zijian Li, Lei Chen, Jiannong Cao:
Black-box Adversarial Attack and Defense on Graph Neural Networks. ICDE 2022: 1017-1030 - [c280]Qianhao Cong, Jing Tang, Yuming Huang, Lei Chen, Yeow Meng Chee:
Cost-Effective Algorithms for Average-Case Interactive Graph Search. ICDE 2022: 1152-1165 - [c279]Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang:
GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models. ICDE 2022: 1193-1205 - [c278]Chengmin Wu, Enrui Hu, Ke Zhan, Lan Luo, Xinyu Zhang, Hao Jiang, Qirui Wang, Zhao Cao, Fan Yu, Lei Chen:
Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problem. ICDE 2022: 1206-1218 - [c277]Xi Chen, Xiangmin Zhou, Jeffrey Chan, Lei Chen, Timos Sellis, Yanchun Zhang:
Event Popularity Prediction Using Influential Hashtags from Social Media (Extended Abstract). ICDE 2022: 1553-1554 - [c276]Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen:
Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract). ICDE 2022: 1559-1560 - [c275]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 (Extended Abstract). ICDE 2022: 1561-1562 - [c274]Zhirong Yuan, You Peng, Peng Cheng, Li Han, Xuemin Lin, Lei Chen, Wenjie Zhang:
Efficient $k-\text{clique}$ Listing with Set Intersection Speedup. ICDE 2022: 1955-1968 - [c273]Wangze Ni, Peng Cheng, Lei Chen:
Mixing Transactions with Arbitrary Values on Blockchains. ICDE 2022: 2602-2614 - [c272]Shendi Wang, Haoyang Li, Caleb Chen Cao, Xiao-Hui Li, Ng Ngai Fai, Jianxin Liu, Xun Xue, Hu Song, Jinyu Li, Guangye Gu, Lei Chen:
Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems. ICDE 2022: 3268-3279 - [c271]Zhiyuan Li, Xun Jian, Yue Wang, Lei Chen:
CC-GNN: A Community and Contraction-based Graph Neural Network. ICDM 2022: 231-240 - [c270]Xin Zhang, Yanyan Shen, Lei Chen:
Feature-Oriented Sampling for Fast and Scalable GNN Training. ICDM 2022: 723-732 - [c269]Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Bin Dong, Lei Chen:
A Universal PINNs Method for Solving Partial Differential Equations with a Point Source. IJCAI 2022: 3839-3846 - [c268]Qianhao Cong, Jing Tang, Kai Han, Yuming Huang, Lei Chen, Yeow Meng Chee:
Noisy Interactive Graph Search. KDD 2022: 231-240 - [c267]Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu:
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. KDD 2022: 3288-3298 - [c266]Xiang Huang, Zhanhong Ye, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Min Wang, Haotian Chu, Fan Yu, Bei Hua, Lei Chen, Bin Dong:
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. NeurIPS 2022 - [c265]Haoyang Li, Shimin Di, Lei Chen:
Revisiting Injective Attacks on Recommender Systems. NeurIPS 2022 - [c264]Qiyu Liu, Yanyan Shen, Lei Chen:
HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle. SIGMOD Conference 2022: 917-930 - [c263]Yiming Li, Yanyan Shen, Lei Chen:
Camel: Managing Data for Efficient Stream Learning. SIGMOD Conference 2022: 1271-1285 - [c262]Yuxiang Zeng, Yongxin Tong, Lei Chen:
Faster and Better Solution to Embed Lp Metrics by Tree Metrics. SIGMOD Conference 2022: 2135-2148 - [c261]Chengzhen Fu, Enrui Hu, Letian Feng, Zhicheng Dou, Yantao Jia, Lei Chen, Fan Yu, Zhao Cao:
Leveraging Multi-view Inter-passage Interactions for Neural Document Ranking. WSDM 2022: 298-306 - [c260]Jiachuan Wang, Lei Chen, Charles Wang Wai Ng:
A New Class of Polynomial Activation Functions of Deep Learning for Precipitation Forecasting. WSDM 2022: 1025-1035 - [c259]Luyu Qiu, Yi Yang, Caleb Chen Cao, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet Hui-wen Hsiao, Lei Chen:
Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data. WWW 2022: 3594-3605 - [e17]Shusaku Tsumoto, Yukio Ohsawa, Lei Chen, Dirk Van den Poel, Xiaohua Hu, Yoichi Motomura, Takuya Takagi, Lingfei Wu, Ying Xie, Akihiro Abe, Vijay Raghavan:
IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, December 17-20, 2022. IEEE 2022, ISBN 978-1-6654-8045-1 [contents] - [i57]Jiabao Jin, Peng Cheng, Lei Chen, Xuemin Lin, Wenjie Zhang:
GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report]. CoRR abs/2201.03244 (2022) - [i56]Qianhao Cong, Jing Tang, Yuming Huang, Lei Chen, Yeow Meng Chee:
Cost-Effective Algorithms for Average-Case Interactive Graph Search. CoRR abs/2201.07944 (2022) - [i55]Daniel Gao, Yantao Jia, Lei Li, Chengzhen Fu, Zhicheng Dou, Hao Jiang, Xinyu Zhang, Lei Chen, Zhao Cao:
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models. CoRR abs/2202.13529 (2022) - [i54]Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen:
Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering. CoRR abs/2203.06942 (2022) - [i53]Zhirong Yuan, You Peng, Peng Cheng, Li Han, Xuemin Lin, Lei Chen, Wenjie Zhang:
Efficient k-clique Listing with Set Intersection Speedup [Technical Report]. CoRR abs/2203.13512 (2022) - [i52]Hongzheng Li, Yingxia Shao, Junping Du, Bin Cui, Lei Chen:
An I/O-Efficient Disk-based Graph System for Scalable Second-Order Random Walk of Large Graphs. CoRR abs/2203.16123 (2022) - [i51]Sirui Liu, Jun Zhang, Haotian Chu, Min Wang, Boxin Xue, Ningxi Ni, Jialiang Yu, Yuhao Xie, Zhenyu Chen, Mengyun Chen, Yuan Liu, Piya Patra, Fan Xu, Jie Chen, Zidong Wang, Lijiang Yang, Fan Yu, Lei Chen, Yi Qin Gao:
PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction. CoRR abs/2206.12240 (2022) - [i50]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. CoRR abs/2207.00594 (2022) - [i49]Wenqi Fan, Xiangyu Zhao, Xiao Chen, Jingran Su, Jingtong Gao, Lin Wang, Qidong Liu, Yiqi Wang, Han Xu, Lei Chen, Qing Li:
A Comprehensive Survey on Trustworthy Recommender Systems. CoRR abs/2209.10117 (2022) - [i48]Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Wenjie Zhang:
Online Ridesharing with Meeting Points [Technical Report]. CoRR abs/2209.10892 (2022) - [i47]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. CoRR abs/2211.00216 (2022) - [i46]Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Lei Chen:
Retrieval-based Disentanglement with Distant Supervision. CoRR abs/2212.07699 (2022) - 2021
- [j229]Lei Chen, Hongzhi Wang, Yongxin Tong, Hong Gao:
Preface to the Special Issue on Data Management and Analysis Technique Supporting AI. Int. J. Softw. Informatics 11(1): 1-4 (2021) - [j228]Peng Cheng, Jiabao Jin, Lei Chen, Xuemin Lin, Libin Zheng:
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing. Proc. VLDB Endow. 14(11): 2177-2189 (2021) - [j227]Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen:
ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse. Proc. VLDB Endow. 15(2): 183-195 (2021) - [j226]Alexander Zhou, Yue Wang, Lei Chen:
Butterfly Counting on Uncertain Bipartite Networks. Proc. VLDB Endow. 15(2): 211-223 (2021) - [j225]Yuqing Zhu, Jing Tang, Xueyan Tang, Lei Chen:
Analysis of Influence Contribution in Social Advertising. Proc. VLDB Endow. 15(2): 348-360 (2021) - [j224]Liang Li, Guoren Wang, Gang Wu, Ye Yuan, Lei Chen, Xiang Lian:
A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems. IEEE Trans. Knowl. Data Eng. 33(2): 316-330 (2021) - [j223]Yue Wang, Zonghao Feng, Lei Chen, Zijian Li, Xun Jian, Qiong Luo:
Efficient Similarity Search for Sets over Graphs. IEEE Trans. Knowl. Data Eng. 33(2): 444-458 (2021) - [j222]Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang, Boyang Li:
Event-Participant and Incremental Planning over Event-Based Social Networks. IEEE Trans. Knowl. Data Eng. 33(2): 474-488 (2021) - [j221]Jiayang Tu, Peng Cheng, Lei Chen:
Quality-Assured Synchronized Task Assignment in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33(3): 1156-1168 (2021) - [j220]Yongxin Tong, Yuxiang Zeng, Bolin Ding, Libin Wang, Lei Chen:
Two-Sided Online Micro-Task Assignment in Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 33(5): 2295-2309 (2021) - [j219]Fangda Guo, Ye Yuan, Guoren Wang, Lei Chen, Xiang Lian, Zimeng Wang:
Cohesive Group Nearest Neighbor Queries on Road-Social Networks under Multi-Criteria. IEEE Trans. Knowl. Data Eng. 33(11): 3520-3536 (2021) - [j218]Yue Wang, Yulin Che, Xiang Lian, Lei Chen, Qiong Luo:
Fast and Accurate SimRank Computation via Forward Local Push and its Parallelization. IEEE Trans. Knowl. Data Eng. 33(12): 3686-3700 (2021) - [j217]Fatma Özcan, Lei Chen:
Guest Editorial: Special issue on VLDB 2019. VLDB J. 30(1): 1-2 (2021) - [j216]Yongqi Zhang, Quanming Yao, Lei Chen:
Simple and automated negative sampling for knowledge graph embedding. VLDB J. 30(2): 259-285 (2021) - [j215]Yingxia Shao, Shiyue Huang, Yawen Li, Xupeng Miao, Bin Cui, Lei Chen:
Memory-aware framework for fast and scalable second-order random walk over billion-edge natural graphs. VLDB J. 30(5): 769-797 (2021) - [c258]Mengyun Chen, Kai-Xin Gao, Xiaolei Liu, Zidong Wang, Ningxi Ni, Qian Zhang, Lei Chen, Chao Ding, Zheng-Hai Huang, Min Wang, Shuangling Wang, Fan Yu, Xinyuan Zhao, Dachuan Xu:
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation. AAAI 2021: 7046-7054 - [c257]Dongdong Jin, Peng Cheng, Xuemin Lin, Lei Chen:
Co-authorship Prediction Based on Temporal Graph Attention. APWeb/WAIM (1) 2021: 3-19 - [c256]Haoyang Li, Lei Chen:
Cache-based GNN System for Dynamic Graphs. CIKM 2021: 937-946 - [c255]Maocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin:
Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server. CIKM 2021: 947-956 - [c254]Haoyang Li, Xueling Lin, Lei Chen:
Fine-Grained Entity Typing via Label Noise Reduction and Data Augmentation. DASFAA (1) 2021: 356-374 - [c253]Zihuan Xu, Siyuan Han, Lei Chen:
PAS: Enable Partial Consensus in the Blockchain. DASFAA (3) 2021: 375-392 - [c252]Di Jiang, Yuanfeng Song, Rongzhong Lian, Siqi Bao, Jinhua Peng, Huang He, Hua Wu, Chen Zhang, Lei Chen:
Familia: A Configurable Topic Modeling Framework for Industrial Text Engineering. DASFAA (3) 2021: 516-528 - [c251]Qiyu Liu, Libin Zheng, Xiang Lian, Lei Chen:
Efficiently Discovering Regions of Interest with User-Defined Score Function. DASFAA (1) 2021: 591-608 - [c250]Xinjun Ma, Yue Gong, Qirui Wang, Jingwei Huang, Lei Chen, Fan Yu:
EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view Stereo. ICCV 2021: 5712-5720 - [c249]Xingyu Yao, Yingxia Shao, Bin Cui, Lei Chen:
UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling. ICDE 2021: 516-527 - [c248]Yuxiang Zeng, Yongxin Tong, Lei Chen:
HST+: An Efficient Index for Embedding Arbitrary Metric Spaces. ICDE 2021: 648-659 - [c247]Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen:
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding. ICDE 2021: 1104-1115 - [c246]Qiyu Liu, Yanyan Shen, Lei Chen:
LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. ICDE 2021: 1188-1199 - [c245]Hao Xin, Xueling Lin, Lei Chen:
CaSIE: Canonicalize and Informative Selection of the OpenIE system. ICDE 2021: 2009-2014 - [c244]Yiming Li, Yanyan Shen, Lei Chen:
Palette: Towards Multi-source Model Selection and Ensemble for Reuse. ICDE 2021: 2147-2152 - [c243]Wangze Ni, Nian Chen, Peng Cheng, Lei Chen, Xuemin Lin:
Crowdrebate: An Effective Platform to Get more Rebate for Customers. ICDE 2021: 2261-2266 - [c242]Xujia Li, Yanyan Shen, Lei Chen:
Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation. ICDM 2021: 330-339 - [c241]Jingshu Peng, Yanyan Shen, Lei Chen:
GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks. ICDM 2021: 479-488 - [c240]Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Caleb Chen Cao, Lei Chen:
An Experimental Study of Quantitative Evaluations on Saliency Methods. KDD 2021: 3200-3208 - [c239]Cong Wang, Xiao-Hui Li, Haocheng Han, Shendi Wang, Luning Wang, Caleb Chen Cao, Lei Chen:
Counterfactual Explanations in Explainable AI: A Tutorial. KDD 2021: 4080-4081 - [c238]Zhili Wang, Shimin Di, Lei Chen:
AutoGEL: An Automated Graph Neural Network with Explicit Link Information. NeurIPS 2021: 24509-24522 - [c237]Xinyu Zhang, Ke Zhan, Enrui Hu, Chengzhen Fu, Lan Luo, Hao Jiang, Yantao Jia, Fan Yu, Zhicheng Dou, Zhao Cao, Lei Chen:
Answer Complex Questions: Path Ranker Is All You Need. SIGIR 2021: 449-458 - [c236]Xueling Lin, Lei Chen, Chaorui Zhang:
TENET: Joint Entity and Relation Linking with Coherence Relaxation. SIGMOD Conference 2021: 1142-1155 - [c235]Wangze Ni, Peng Cheng, Lei Chen, Xuemin Lin:
When the Recursive Diversity Anonymity Meets the Ring Signature. SIGMOD Conference 2021: 1359-1371 - [c234]Zihuan Xu, Lei Chen:
DIV: Resolving the Dynamic Issues of Zero-knowledge Set Membership Proof in the Blockchain. SIGMOD Conference 2021: 2036-2048 - [c233]Wentao Zhang, Yu Shen, Yang Li, Lei Chen, Zhi Yang, Bin Cui:
ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks. SIGMOD Conference 2021: 2366-2374 - [c232]Qing Li, Zhihan Yan, Jun Li, Zhenguo Yang, Zehang Lin, Hong Va Leong, Lei Chen, Nancy Xiaonan Yu:
Event Cube for Suicidal Event Analysis: A Case Study. WISE (1) 2021: 512-526 - [c231]Jia Li, Shimin Di, Yanyan Shen, Lei Chen:
FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection. WSDM 2021: 824-832 - [c230]Shimin Di, Quanming Yao, Lei Chen:
Searching to Sparsify Tensor Decomposition for N-ary Relational Data. WWW 2021: 4043-4054 - [e16]Lei Chen, Baltasar Fernández-Manjón:
2021 IEEE International Conference on Big Knowledge, ICBK 2021, Auckland, New Zealand, December 7-8, 2021. IEEE 2021, ISBN 978-1-6654-3859-9 [contents] - [i45]Shimin Di, Quanming Yao, Lei Chen:
Searching to Sparsify Tensor Decomposition for N-ary Relational Data. CoRR abs/2104.10625 (2021) - [i44]Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen:
Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding. CoRR abs/2104.10880 (2021) - [i43]Peng Cheng, Jiabao Jin, Lei Chen, Xuemin Lin, Libin Zheng:
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing [technical report]. CoRR abs/2107.08662 (2021) - [i42]Luyu Qiu, Yi Yang, Caleb Chen Cao, Jing Liu, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet H. Hsiao, Lei Chen:
Resisting Out-of-Distribution Data Problem in Perturbation of XAI. CoRR abs/2107.14000 (2021) - [i41]Maocheng Li, Jiachuan Wang, Libin Zheng, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin:
Privacy-Preserving Batch-based Task Assignment in Spatial Crowdsourcing with Untrusted Server. CoRR abs/2108.09019 (2021) - [i40]Yige Zhang, Weixiong Rao, Kun Zhang, Lei Chen:
Outdoor Position Recovery from HeterogeneousTelco Cellular Data. CoRR abs/2108.10613 (2021) - [i39]Hao Jiang, Ke Zhan, Jianwei Qu, Yongkang Wu, Zhaoye Fei, Xinyu Zhang, Lei Chen, Zhicheng Dou, Xipeng Qiu, Zikai Guo, Ruofei Lai, Jiawen Wu, Enrui Hu, Yinxia Zhang, Yantao Jia, Fan Yu, Zhao Cao:
Towards More Effective and Economic Sparsely-Activated Model. CoRR abs/2110.07431 (2021) - [i38]Xiang Huang, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong:
Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks. CoRR abs/2111.01394 (2021) - [i37]Xiangru Lian, Binhang Yuan, Xuefeng Zhu, Yulong Wang, Yongjun He, Honghuan Wu, Lei Sun, Haodong Lyu, Chengjun Liu, Xing Dong, Yiqiao Liao, Mingnan Luo, Congfei Zhang, Jingru Xie, Haonan Li, Lei Chen, Renjie Huang, Jianying Lin, Chengchun Shu, Xuezhong Qiu, Zhishan Liu, Dongying Kong, Lei Yuan, Hai Yu, Sen Yang, Ce Zhang, Ji Liu:
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters. CoRR abs/2111.05897 (2021) - [i36]Xiang Huang, Zhanhong Ye, Hongsheng Liu, Beiji Shi, Zidong Wang, Kang Yang, Yang Li, Bingya Weng, Min Wang, Haotian Chu, Jing Zhou, Fan Yu, Bei Hua, Lei Chen, Bin Dong:
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations. CoRR abs/2111.08823 (2021) - [i35]Zhili Wang, Shimin Di, Lei Chen:
AutoGEL: An Automated Graph Neural Network with Explicit Link Information. CoRR abs/2112.01064 (2021) - [i34]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. CoRR abs/2112.07191 (2021) - [i33]Chaozhuo Li, Senzhang Wang, Zheng Liu, Xing Xie, Lei Chen, Philip S. Yu:
Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-Learning. CoRR abs/2112.07373 (2021) - 2020
- [b3]Yingxia Shao, Bin Cui, Lei Chen:
Large-scale Graph Analysis: System, Algorithm and Optimization. Springer 2020, ISBN 978-981-15-3927-5, pp. 1-146 - [j214]Lei Chen:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 43(3): 2 (2020) - [j213]Jiachuan Wang, Peng Cheng, Libin Zheng, Chao Feng, Lei Chen, Xuemin Lin, Zheng Wang:
Demand-Aware Route Planning for Shared Mobility Services. Proc. VLDB Endow. 13(7): 979-991 (2020) - [j212]Xueling Lin, Haoyang Li, Hao Xin, Zijian Li, Lei Chen:
KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking. Proc. VLDB Endow. 13(7): 1035-1049 (2020) - [j211]Xun Jian, Yue Wang, Lei Chen:
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks. Proc. VLDB Endow. 13(10): 1723-1736 (2020) - [j210]Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen:
Stable Learned Bloom Filters for Data Streams. Proc. VLDB Endow. 13(11): 2355-2367 (2020) - [j209]Zhao Chen, Peng Cheng, Lei Chen, Xuemin Lin, Cyrus Shahabi:
Fair Task Assignment in Spatial Crowdsourcing. Proc. VLDB Endow. 13(11): 2479-2492 (2020) - [j208]Alexander Zhou, Yue Wang, Lei Chen:
Finding Large Diverse Communities on Networks: The Edge Maximum k*-Partite Clique. Proc. VLDB Endow. 13(11): 2576-2589 (2020) - [j207]Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen:
Optimizing DNN Computation Graph using Graph Substitutions. Proc. VLDB Endow. 13(11): 2734-2746 (2020) - [j206]Yuxiang Zeng, Yongxin Tong, Yuguang Song, Lei Chen:
The Simpler The Better: An Indexing Approach for Shared-Route Planning Queries. Proc. VLDB Endow. 13(13): 3517-3530 (2020) - [j205]Yue Wang, Ruiqi Xu, Zonghao Feng, Yulin Che, Lei Chen, Qiong Luo, Rui Mao:
DISK: A Distributed Framework for Single-Source SimRank with Accuracy Guarantee. Proc. VLDB Endow. 14(3): 351-363 (2020) - [j204]Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima, James Abello Monedero, Pierre Bourhis, François Charoy, Marina Danilevsky, Gautam Das, Gianluca Demartini, Shady Elbassuoni, David Gross-Amblard, Emilie Hoareau, Munenari Inoguchi, Jared B. Kenworthy, Itaru Kitahara, Dongwon Lee, Yunyao Li, Ria Mae Borromeo, Paolo Papotti, H. Raghav Rao, Sudeepa Roy, Pierre Senellart, Keishi Tajima, Saravanan Thirumuruganathan, Marion Tommasi, Kazutoshi Umemoto, Andrea Wiggins, Koichiro Yoshida:
Making AI Machines Work for Humans in FoW. SIGMOD Rec. 49(2): 30-35 (2020) - [j203]Chen Jason Zhang, Lei Chen, H. V. Jagadish, Mengchen Zhang, Yongxin Tong:
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates. IEEE Trans. Knowl. Data Eng. 32(1): 135-151 (2020) - [j202]Shaoxu Song, Yu Sun, Aoqian Zhang, Lei Chen, Jianmin Wang:
Enriching Data Imputation under Similarity Rule Constraints. IEEE Trans. Knowl. Data Eng. 32(2): 275-287 (2020) - [j201]Dong Qin, Xiangmin Zhou, Lei Chen, Guangyan Huang, Yanchun Zhang:
Dynamic Connection-Based Social Group Recommendation. IEEE Trans. Knowl. Data Eng. 32(3): 453-467 (2020) - [j200]Libin Zheng, Lei Chen:
Multi-Campaign Oriented Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 32(4): 700-713 (2020) - [j199]Hao Huang, Qian Yan, Wei Lu, Huaizhong Lin, Yunjun Gao, Lei Chen:
LERI: Local Exploration for Rare-Category Identification. IEEE Trans. Knowl. Data Eng. 32(9): 1761-1772 (2020) - [j198]Xin Miao, Yanrong Kang, Qiang Ma, Kebin Liu, Lei Chen:
Quality-aware Online Task Assignment in Mobile Crowdsourcing. ACM Trans. Sens. Networks 16(3): 30:1-30:21 (2020) - [j197]Lei Chen, Sihem Amer-Yahia:
VLDB SI survey editorial. VLDB J. 29(1): 1-2 (2020) - [j196]Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi:
Spatial crowdsourcing: a survey. VLDB J. 29(1): 217-250 (2020) - [c229]Xun Jian, Yue Wang, Xiayu Lei, Yanyan Shen, Lei Chen:
DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs. DASFAA (2) 2020: 632-640 - [c228]Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen:
Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing. DASFAA (2) 2020: 694-710 - [c227]Yurong Cheng, Boyang Li, Xiangmin Zhou, Ye Yuan, Guoren Wang, Lei Chen:
Real-Time Cross Online Matching in Spatial Crowdsourcing. ICDE 2020: 1-12 - [c226]Yongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen:
AutoSF: Searching Scoring Functions for Knowledge Graph Embedding. ICDE 2020: 433-444 - [c225]Qian Tao, Yongxin Tong, Zimu Zhou, Yexuan Shi, Lei Chen, Ke Xu:
Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach. ICDE 2020: 517-528 - [c224]Zijian Li, Wenhao Zheng, Xueling Lin, Ziyuan Zhao, Zhe Wang, Yue Wang, Xun Jian, Lei Chen, Qiang Yan, Tiezheng Mao:
TransN: Heterogeneous Network Representation Learning by Translating Node Embeddings. ICDE 2020: 589-600 - [c223]Wangze Ni, Peng Cheng, Lei Chen, Xuemin Lin:
Task Allocation in Dependency-aware Spatial Crowdsourcing. ICDE 2020: 985-996 - [c222]Qiyu Liu, Libin Zheng, Lei Chen:
RIDE: A System for Generalized Region of Interest Discovery and Exploration. ICDE 2020: 1738-1741 - [c221]Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Lei Chen, Jianchun Song:
HowSim: A General and Effective Similarity Measure on Heterogeneous Information Networks. ICDE 2020: 1954-1957 - [c220]Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen:
Simultaneous Arrival Matching for New Spatial Crowdsourcing Platforms. IJCAI 2020: 1279-1287 - [c219]Yongqi Zhang, Quanming Yao, Lei Chen:
Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding. NeurIPS 2020 - [c218]Ye Yuan, Delong Ma, Zhenyu Wen, Yuliang Ma, Guoren Wang, Lei Chen:
Efficient Graph Query Processing over Geo-Distributed Datacenters. SIGIR 2020: 619-628 - [c217]Xiaofei Zhang, M. Tamer Özsu, Lei Chen:
ELite: Cost-effective Approximation of Exploration-based Graph Analysis. GRADES-NDA@SIGMOD 2020: 6:1-6:10 - [c216]Wentao Zhang, Xupeng Miao, Yingxia Shao, Jiawei Jiang, Lei Chen, Olivier Ruas, Bin Cui:
Reliable Data Distillation on Graph Convolutional Network. SIGMOD Conference 2020: 1399-1414 - [c215]Yingxia Shao, Shiyue Huang, Xupeng Miao, Bin Cui, Lei Chen:
Memory-Aware Framework for Efficient Second-Order Random Walk on Large Graphs. SIGMOD Conference 2020: 1797-1812 - [c214]Xun Jian, Yue Wang, Xiayu Lei, Libin Zheng, Lei Chen:
SPARQL Rewriting: Towards Desired Results. SIGMOD Conference 2020: 1979-1993 - [c213]Chengmin Wu, Lei Chen:
Utber: Utilizing Fine-Grained Entity Types to Relation Extraction with Distant Supervision. SMDS 2020: 63-71 - [i32]Wangze Ni, Han Wu, Peng Cheng, Lei Chen, Xuemin Lin, Lei Chen, Xin Lai, Xiao Zhang:
CoinMagic: A Differential Privacy Framework for Ring Signature Schemes. CoRR abs/2003.06826 (2020) - [i31]Xingyu Yao, Yingxia Shao, Bin Cui, Lei Chen:
UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling. CoRR abs/2010.04895 (2020) - [i30]Yongqi Zhang, Quanming Yao, Lei Chen:
Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding. CoRR abs/2010.14227 (2020) - [i29]Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Yuanwei Song, Caleb Chen Cao, Lei Chen:
Quantitative Evaluations on Saliency Methods: An Experimental Study. CoRR abs/2012.15616 (2020)
2010 – 2019
- 2019
- [j195]Xiaohui Wei, Yuanyuan Liu, Xingwang Wang, Shang Gao, Lei Chen:
Online Adaptive Approximate Stream Processing With Customized Error Control. IEEE Access 7: 25123-25137 (2019) - [j194]Sihem Amer-Yahia, Lei Chen, Atsuyuki Morishima, Senjuti Basu Roy:
Letter from the Special Issue Editor. IEEE Data Eng. Bull. 42(4): 2 (2019) - [j193]Yansheng Wang, Tianshu Song, Qian Tao, Yuxiang Zeng, Zimu Zhou, Yi Xu, Yongxin Tong, Lei Chen:
Interaction Management in Crowdsourcing. IEEE Data Eng. Bull. 42(4): 23-34 (2019) - [j192]Ria Mae Borromeo, Lei Chen, Abhishek Dubey, Sudeepa Roy, Saravanan Thirumuruganathan:
On Benchmarking for Crowdsourcing and Future of Work Platforms. IEEE Data Eng. Bull. 42(4): 46-54 (2019) - [j191]Jing Zhao, Yoshiharu Ishikawa, Lei Chen, Chuan Xiao, Kento Sugiura:
Building Hierarchical Spatial Histograms for Exploratory Analysis in Array DBMS. IEICE Trans. Inf. Syst. 102-D(4): 788-799 (2019) - [j190]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(5): i-vi (2019) - [j189]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(6): i-vi (2019) - [j188]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(7): i-vi (2019) - [j187]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(8): i-vi (2019) - [j186]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(9): i-vi (2019) - [j185]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(10): i-vi (2019) - [j184]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(11): i-viii (2019) - [j183]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(12): i-xiii (2019) - [j182]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(13): i-vi (2019) - [j181]Yuxiang Zeng, Yongxin Tong, Lei Chen:
Last-Mile Delivery Made Practical: An Efficient Route Planning Framework with Theoretical Guarantees. Proc. VLDB Endow. 13(3): 320-333 (2019) - [j180]Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao:
Adaptive Distributed RDF Graph Fragmentation and Allocation based on Query Workload. IEEE Trans. Knowl. Data Eng. 31(4): 670-685 (2019) - [j179]Libin Zheng, Lei Chen:
DLTA: A Framework for Dynamic Crowdsourcing Classification Tasks. IEEE Trans. Knowl. Data Eng. 31(5): 867-879 (2019) - [j178]Peng Cheng, Xiang Lian, Xun Jian, Lei Chen:
FROG: A Fast and Reliable Crowdsourcing Framework. IEEE Trans. Knowl. Data Eng. 31(5): 894-908 (2019) - [j177]Yi Yu, Suhua Tang, Francisco Raposo, Lei Chen:
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 15(1): 20:1-20:16 (2019) - [j176]Ye Yuan, Xiang Lian, Lei Chen, Guoren Wang, Jeffrey Xu Yu, Yishu Wang, Yuliang Ma:
GCache: Neighborhood-Guided Graph Caching in a Distributed Environment. IEEE Trans. Parallel Distributed Syst. 30(11): 2463-2477 (2019) - [j175]Yue Wang, Lei Chen, Yulin Che, Qiong Luo:
Accelerating pairwise SimRank estimation over static and dynamic graphs. VLDB J. 28(1): 99-122 (2019) - [j174]Xiangmin Zhou, Dong Qin, Lei Chen, Yanchun Zhang:
Real-time context-aware social media recommendation. VLDB J. 28(2): 197-219 (2019) - [j173]Sihem Amer-Yahia, Lei Chen, Renée J. Miller:
Thematic issue on data management for graphs. VLDB J. 28(3): 293-294 (2019) - [c212]Qiyu Liu, Xiang Lian, Lei Chen:
Probabilistic Maximum Range-Sum Queries on Spatial Database. SIGSPATIAL/GIS 2019: 159-168 - [c211]Qiyu Liu, Yuxiang Zeng, Lei Chen, Xiuwen Zheng:
Social-Aware Optimal Electric Vehicle Charger Deployment on Road Network. SIGSPATIAL/GIS 2019: 398-407 - [c210]Zijian Li, Lei Chen, Yue Wang:
G*-Tree: An Efficient Spatial Index on Road Networks. ICDE 2019: 268-279 - [c209]Fangda Guo, Ye Yuan, Guoren Wang, Lei Chen, Xiang Lian, Zimeng Wang:
Cohesive Group Nearest Neighbor Queries Over Road-Social Networks. ICDE 2019: 434-445 - [c208]Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen:
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. ICDE 2019: 614-625 - [c207]Ye Yuan, Xiang Lian, Guoren Wang, Lei Chen, Yuliang Ma, Yishu Wang:
Weight-Constrained Route Planning Over Time-Dependent Graphs. ICDE 2019: 914-925 - [c206]Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang:
Online Social Media Recommendation Over Streams. ICDE 2019: 938-949 - [c205]Xueling Lin, Lei Chen:
Canonicalization of Open Knowledge Bases with Side Information from the Source Text. ICDE 2019: 950-961 - [c204]Libin Zheng, Peng Cheng, Lei Chen:
Auction-Based Order Dispatch and Pricing in Ridesharing. ICDE 2019: 1034-1045 - [c203]Peng Cheng, Lei Chen, Jieping Ye:
Cooperation-Aware Task Assignment in Spatial Crowdsourcing. ICDE 2019: 1442-1453 - [c202]Zhao Chen, Peng Cheng, Yuxiang Zeng, Lei Chen:
Minimizing Maximum Delay of Task Assignment in Spatial Crowdsourcing. ICDE 2019: 1454-1465 - [c201]Peng Cheng, Chao Feng, Lei Chen, Zheng Wang:
A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing. ICDE 2019: 1622-1625 - [c200]Peng Cheng, Xiang Lian, Lei Chen, Siyuan Liu:
Maximizing the Utility in Location-Based Mobile Advertising. ICDE 2019: 1626-1629 - [c199]Libin Wang, Yongxin Tong, Chunming Hu, Lei Chen, Yiming Li:
Procrastination-Aware Scheduling: A Bipartite Graph Perspective. ICDE 2019: 1650-1653 - [c198]Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv:
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. ICDE 2019: 2133-2134 - [c197]Rosni Lumbantoruan, Xiangmin Zhou, Yongli Ren, Lei Chen:
I-CARS: An Interactive Context-Aware Recommender System. ICDM 2019: 1240-1245 - [c196]Shimin Di, Yanyan Shen, Lei Chen:
Relation Extraction via Domain-aware Transfer Learning. KDD 2019: 1348-1357 - [c195]Boyang Li, Yurong Cheng, Ye Yuan, Guoren Wang, Lei Chen:
Three-Dimensional Stable Matching Problem for Spatial Crowdsourcing Platforms. KDD 2019: 1643-1653 - [c194]Lei Chen, Xialiang Tong, Mingxuan Yuan, Jia Zeng, Lei Chen:
A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry. KDD 2019: 1762-1770 - [c193]Siyuan Han, Zihuan Xu, Yuxiang Zeng, Lei Chen:
Fluid: A Blockchain based Framework for Crowdsourcing. SIGMOD Conference 2019: 1921-1924 - [i28]Xiangmin Zhou, Dong Qin, Xiaolu Lu, Lei Chen, Yanchun Zhang:
Online Social Media Recommendation over Streams. CoRR abs/1901.01003 (2019) - [i27]Yongqi Zhang, Quanming Yao, Wenyuan Dai, Lei Chen:
AutoKGE: Searching Scoring Functions for Knowledge Graph Embedding. CoRR abs/1904.11682 (2019) - [i26]Yongqi Zhang, Quanming Yao, Lei Chen:
Neural Recurrent Structure Search for Knowledge Graph Embedding. CoRR abs/1911.07132 (2019) - [i25]Sihem Amer-Yahia, Senjuti Basu Roy, Lei Chen, Atsuyuki Morishima:
Human-in-the-loop Big Data and AI: Connecting Theories and Practices for a Better Future of Work (NII Shonan Meeting 154). NII Shonan Meet. Rep. 2019 (2019) - 2018
- [b2]Arijit Khan, Ye Yuan, Lei Chen:
On Uncertain Graphs. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2018, ISBN 978-3-031-00732-3 - [j172]Jun Xu, Junmei Yao, Lu Wang, Zhong Ming, Kaishun Wu, Lei Chen:
Narrowband Internet of Things: Evolutions, Technologies, and Open Issues. IEEE Internet Things J. 5(3): 1449-1462 (2018) - [j171]Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen:
Reasoning about attribute value equivalence in relational data. Inf. Syst. 75: 1-12 (2018) - [j170]Fengfeng Fan, Zhanhuai Li, Qun Chen, Lei Chen:
Relational data imputation with quality guarantee. Inf. Sci. 465: 305-322 (2018) - [j169]Xueling Lin, Lei Chen:
Domain-Aware Multi-Truth Discovery from Conflicting Sources. Proc. VLDB Endow. 11(5): 635-647 (2018) - [j168]Libin Zheng, Lei Chen, Jieping Ye:
Order Dispatch in Price-aware Ridesharing. Proc. VLDB Endow. 11(8): 853-865 (2018) - [j167]Peng Cheng, Xun Jian, Lei Chen:
An Experimental Evaluation of Task Assignment in Spatial Crowdsourcing. Proc. VLDB Endow. 11(11): 1428-1440 (2018) - [j166]Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Jieping Ye, Ke Xu:
A Unified Approach to Route Planning for Shared Mobility. Proc. VLDB Endow. 11(11): 1633-1646 (2018) - [j165]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(1): i-vi (2018) - [j164]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(2): i-vi (2018) - [j163]Lei Chen, Fatma Özcan:
Front Matter. Proc. VLDB Endow. 12(4): i-vi (2018) - [j162]Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv:
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 30(8): 1588-1601 (2018) - [j161]Jun Xu, Junmei Yao, Lu Wang, Kaishun Wu, Lei Chen, Wei Lou:
Revolution of Self-Organizing Network for 5G MmWave Small Cell Management: From Reactive to Proactive. IEEE Wirel. Commun. 25(4): 66-73 (2018) - [c192]Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu:
Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. DASFAA (2) 2018: 301-317 - [c191]Zhao Chen, Peng Cheng, Chen Zhang, Lei Chen:
Effective Solution for Labeling Candidates with a Proper Ration for Efficient Crowdsourcing. DASFAA (2) 2018: 386-394 - [c190]Konstantinos Giannakopoulos, Lei Chen:
Incremental and Adaptive Topic Detection over Social Media. DASFAA (1) 2018: 460-473 - [c189]Zihuan Xu, Siyuan Han, Lei Chen:
CUB, a Consensus Unit-Based Storage Scheme for Blockchain System. ICDE 2018: 173-184 - [c188]Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou:
Latency-Oriented Task Completion via Spatial Crowdsourcing. ICDE 2018: 317-328 - [c187]Zheng Liu, Lei Chen, Yongxin Tong:
Realtime Traffic Speed Estimation with Sparse Crowdsourced Data. ICDE 2018: 329-340 - [c186]Zijian Li, Xun Jian, Xiang Lian, Lei Chen:
An Efficient Probabilistic Approach for Graph Similarity Search. ICDE 2018: 533-544 - [c185]Yue Wang, Xiang Lian, Lei Chen:
Efficient SimRank Tracking in Dynamic Graphs. ICDE 2018: 545-556 - [c184]Yurong Cheng, Lei Chen, Ye Yuan, Guoren Wang:
Rule-Based Graph Repairing: Semantic and Efficient Repairing Methods. ICDE 2018: 773-784 - [c183]Linnan Jiang, Lei Chen, Zhao Chen:
Knowledge Base Enhancement via Data Facts and Crowdsourcing. ICDE 2018: 1109-1119 - [c182]Libin Zheng, Lei Chen:
Multi-Campaign Oriented Spatial Crowdsourcing. ICDE 2018: 1248-1251 - [c181]Xun Jian, Xiang Lian, Lei Chen:
On Efficiently Detecting Overlapping Communities over Distributed Dynamic Graphs. ICDE 2018: 1328-1331 - [c180]Siyuan Han, Zihuan Xu, Lei Chen:
Jupiter: A Blockchain Platform for Mobile Devices. ICDE 2018: 1649-1652 - [c179]Yingxia Shao, Kai Lei, Lei Chen, Zi Huang, Bin Cui, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. ICDE 2018: 1753-1754 - [c178]Gang Chen, Jingwen Zhao, Yunjun Gao, Lei Chen, Rui Chen:
Time-Aware Boolean Spatial Keyword Queries (Extended Abstract). ICDE 2018: 1781-1782 - [c177]Shimin Di, Jingshu Peng, Yanyan Shen, Lei Chen:
Transfer Learning via Feature Isomorphism Discovery. KDD 2018: 1301-1309 - [c176]Zheng Liu, Xing Xie, Lei Chen:
Context-aware Academic Collaborator Recommendation. KDD 2018: 1870-1879 - [c175]Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye:
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. SIGMOD Conference 2018: 773-788 - [c174]Hao Xin, Rui Meng, Lei Chen:
Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base. SIGMOD Conference 2018: 1349-1361 - [r7]Lei Chen:
Cost and Quality Trade-Offs in Crowdsourcing. Encyclopedia of Database Systems (2nd ed.) 2018 - [r6]Lei Chen:
Curse of Dimensionality. Encyclopedia of Database Systems (2nd ed.) 2018 - [r5]Lei Chen:
Video Content Modeling. Encyclopedia of Database Systems (2nd ed.) 2018 - [r4]Lei Chen, Xiaofang Zhou:
Two-Dimensional Shape Retrieval. Encyclopedia of Database Systems (2nd ed.) 2018 - [i24]Xun Jian, Xiang Lian, Lei Chen:
On Efficiently Detecting Overlapping Communities over Distributed Dynamic Graphs. CoRR abs/1801.05946 (2018) - [i23]Jiayang Tu, Peng Cheng, Lei Chen:
Quality-Assured Synchronized Task Assignment in Crowdsourcing. CoRR abs/1806.00637 (2018) - [i22]Chen Jason Zhang, Lei Chen, H. V. Jagadish, Mengchen Zhang, Yongxin Tong:
Reducing Uncertainty of Schema Matching via Crowdsourcing with Accuracy Rates. CoRR abs/1809.04017 (2018) - [i21]Liang Li, Guoren Wang, Gang Wu, Ye Yuan, Lei Chen, Xiang Lian:
A Comparative Study of Consistent Snapshot Algorithms for Main-Memory Database Systems. CoRR abs/1810.04915 (2018) - [i20]Xun Jian, Yue Wang, Xiayu Lei, Lei Chen:
DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs. CoRR abs/1810.05972 (2018) - [i19]Yongqi Zhang, Quanming Yao, Yingxia Shao, Lei Chen:
NSCaching: Simple and Efficient Negative Sampling for Knowledge Graph Embedding. CoRR abs/1812.06410 (2018) - 2017
- [j160]Xiaofei Zhang, Lei Chen:
Distance-Aware Selective Online Query Processing Over Large Distributed Graphs. Data Sci. Eng. 2(1): 2-21 (2017) - [j159]Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu:
Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing. Data Sci. Eng. 2(2): 136-150 (2017) - [j158]Lei Chen, Xiaochun Yang:
Special Issue Editorial. Data Sci. Eng. 2(4): 255-256 (2017) - [j157]Zhanghui Wang, Yuhai Zhao, Ye Yuan, Guoren Wang, Lei Chen:
Extreme Learning Machine for large-scale graph classification based on MapReduce. Neurocomputing 261: 106-114 (2017) - [j156]Yongxin Tong, Libin Wang, Zimu Zhou, Bolin Ding, Lei Chen, Jieping Ye, Ke Xu:
Flexible Online Task Assignment in Real-Time Spatial Data. Proc. VLDB Endow. 10(11): 1334-1345 (2017) - [j155]Yongxin Tong, Lei Chen, Cyrus Shahabi:
Spatial Crowdsourcing: Challenges, Techniques, and Applications. Proc. VLDB Endow. 10(12): 1988-1991 (2017) - [j154]Zheng Liu, Lei Chen:
Worker Recommendation for Crowdsourced Q&A Services: A Triple-Factor Aware Approach. Proc. VLDB Endow. 11(3): 380-392 (2017) - [j153]Yihan Wang, Shaoxu Song, Lei Chen, Jeffrey Xu Yu, Hong Cheng:
Discovering Conditional Matching Rules. ACM Trans. Knowl. Discov. Data 11(4): 46:1-46:38 (2017) - [j152]Rui Meng, Lei Chen, Yongxin Tong, Chen Jason Zhang:
Knowledge Base Semantic Integration Using Crowdsourcing. IEEE Trans. Knowl. Data Eng. 29(5): 1087-1100 (2017) - [j151]Ye Yuan, Xiang Lian, Lei Chen, Jeffrey Xu Yu, Guoren Wang, Yongjiao Sun:
Keyword Search over Distributed Graphs with Compressed Signature. IEEE Trans. Knowl. Data Eng. 29(6): 1212-1225 (2017) - [j150]Libin Zheng, Lei Chen:
Maximizing Acceptance in Rejection-Aware Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 29(9): 1943-1956 (2017) - [j149]Yingxia Shao, Kai Lei, Lei Chen, Zi Huang, Bin Cui, Zhongyi Liu, Yunhai Tong, Jin Xu:
Fast Parallel Path Concatenation for Graph Extraction. IEEE Trans. Knowl. Data Eng. 29(10): 2210-2222 (2017) - [j148]Gang Chen, Jingwen Zhao, Yunjun Gao, Lei Chen, Rui Chen:
Time-Aware Boolean Spatial Keyword Queries. IEEE Trans. Knowl. Data Eng. 29(11): 2601-2614 (2017) - [j147]Shaoxu Song, Lei Chen:
Response to "Differential Dependencies Revisited". ACM Trans. Database Syst. 42(1): 7:1-7:3 (2017) - [j146]Weiguo Zheng, Lei Zou, Lei Chen, Dongyan Zhao:
Efficient SimRank-Based Similarity Join. ACM Trans. Database Syst. 42(3): 16:1-16:37 (2017) - [j145]Shaoxu Song, Boge Liu, Hong Cheng, Jeffrey Xu Yu, Lei Chen:
Graph repairing under neighborhood constraints. VLDB J. 26(5): 611-635 (2017) - [j144]Xiangmin Zhou, Lei Chen, Yanchun Zhang, Dong Qin, Longbing Cao, Guangyan Huang, Chen Wang:
Enhancing online video recommendation using social user interactions. VLDB J. 26(5): 637-656 (2017) - [c173]Libin Zheng, Lei Chen:
Maximizing Acceptance in Rejection-aware Spatial Crowdsourcing. ICDE 2017: 71-72 - [c172]Lei Chen, Yafei Li, Jianliang Xu, Christian S. Jensen:
Direction-Aware Why-Not Spatial Keyword Top-k Queries. ICDE 2017: 107-110 - [c171]Yunfan Chen, Lei Chen, Chen Jason Zhang:
CrowdFusion: A Crowdsourced Approach on Data Fusion Refinement. ICDE 2017: 127-130 - [c170]Yurong Cheng, Ye Yuan, Lei Chen, Christophe G. Giraud-Carrier, Guoren Wang:
Complex Event-Participant Planning and Its Incremental Variant. ICDE 2017: 859-870 - [c169]Peng Cheng, Xiang Lian, Lei Chen, Cyrus Shahabi:
Prediction-Based Task Assignment in Spatial Crowdsourcing. ICDE 2017: 997-1008 - [c168]Tianshu Song, Yongxin Tong, Libin Wang, Jieying She, Bin Yao, Lei Chen, Ke Xu:
Trichromatic Online Matching in Real-Time Spatial Crowdsourcing. ICDE 2017: 1009-1020 - [c167]Caleb Chen Cao, Jiayang Tu, Zheng Liu, Lei Chen, H. V. Jagadish:
Tuning Crowdsourced Human Computation. ICDE 2017: 1021-1032 - [c166]Yongxin Tong, Yuqiang Chen, Zimu Zhou, Lei Chen, Jie Wang, Qiang Yang, Jieping Ye, Weifeng Lv:
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms. KDD 2017: 1653-1662 - [c165]Jieying She, Yongxin Tong, Lei Chen, Tianshu Song:
Feedback-Aware Social Event-Participant Arrangement. SIGMOD Conference 2017: 851-865 - [c164]Peng Cheng, Hao Xin, Lei Chen:
Utility-Aware Ridesharing on Road Networks. SIGMOD Conference 2017: 1197-1210 - [e15]Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian:
Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10366, Springer 2017, ISBN 978-3-319-63578-1 [contents] - [e14]Lei Chen, Christian S. Jensen, Cyrus Shahabi, Xiaochun Yang, Xiang Lian:
Web and Big Data - First International Joint Conference, APWeb-WAIM 2017, Beijing, China, July 7-9, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10367, Springer 2017, ISBN 978-3-319-63563-7 [contents] - [e13]K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part I. Lecture Notes in Computer Science 10177, Springer 2017, ISBN 978-3-319-55752-6 [contents] - [e12]K. Selçuk Candan, Lei Chen, Torben Bach Pedersen, Lijun Chang, Wen Hua:
Database Systems for Advanced Applications - 22nd International Conference, DASFAA 2017, Suzhou, China, March 27-30, 2017, Proceedings, Part II. Lecture Notes in Computer Science 10178, Springer 2017, ISBN 978-3-319-55698-7 [contents] - [i18]Yunfan Chen, Lei Chen, Chen Jason Zhang:
CrowdFusion: A Crowdsourced Approach on Data Fusion Refinement. CoRR abs/1702.00567 (2017) - [i17]Rui Meng, Hao Xin, Lei Chen, Yangqiu Song:
Subjective Knowledge Acquisition and Enrichment Powered By Crowdsourcing. CoRR abs/1705.05720 (2017) - [i16]Zijian Li, Xun Jian, Xiang Lian, Lei Chen:
An Efficient Probabilistic Approach for Graph Similarity Search. CoRR abs/1706.05476 (2017) - [i15]Yi Yu, Suhua Tang, Francisco Raposo, Lei Chen:
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval. CoRR abs/1711.08976 (2017) - 2016
- [j143]Lei Chen, Cyrus Shahabi:
Spatial Crowdsourcing: Challenges and Opportunities. IEEE Data Eng. Bull. 39(4): 14-25 (2016) - [j142]Ye Yuan, Guoren Wang, Lei Chen, Bo Ning:
Efficient pattern matching on big uncertain graphs. Inf. Sci. 339: 369-394 (2016) - [j141]Zhaoqiang Chen, Qun Chen, Jiajun Li, Zhanhuai Li, Lei Chen:
A probabilistic ranking framework for web-based relational data imputation. Inf. Sci. 355-356: 152-168 (2016) - [j140]Fei Gao, Shaoxu Song, Lei Chen, Jianmin Wang:
Efficient Set-Correlation Operator Inside Databases. J. Comput. Sci. Technol. 31(4): 683-701 (2016) - [j139]Yurong Cheng, Ye Yuan, Jia-Yu Li, Lei Chen, Guoren Wang:
Keyword Query over Error-Tolerant Knowledge Bases. J. Comput. Sci. Technol. 31(4): 702-719 (2016) - [j138]Yongxin Tong, Jieying She, Bolin Ding, Lei Chen, Tianyu Wo, Ke Xu:
Online Minimum Matching in Real-Time Spatial Data: Experiments and Analysis. Proc. VLDB Endow. 9(12): 1053-1064 (2016) - [j137]Yihan Wang, Shaoxu Song, Lei Chen:
A Survey on Accessing Dataspaces. SIGMOD Rec. 45(2): 33-44 (2016) - [j136]Xiang Lian, Lei Chen, Guoren Wang:
Quality-Aware Subgraph Matching Over Inconsistent Probabilistic Graph Databases. IEEE Trans. Knowl. Data Eng. 28(6): 1560-1574 (2016) - [j135]Ye Yuan, Xiang Lian, Lei Chen, Yongjiao Sun, Guoren Wang:
RSkNN: kNN Search on Road Networks by Incorporating Social Influence. IEEE Trans. Knowl. Data Eng. 28(6): 1575-1588 (2016) - [j134]Peng Cheng, Xiang Lian, Lei Chen, Jinsong Han, Jizhong Zhao:
Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing. IEEE Trans. Knowl. Data Eng. 28(8): 2201-2215 (2016) - [j133]Anand Inasu Chittilappilly, Lei Chen, Sihem Amer-Yahia:
A Survey of General-Purpose Crowdsourcing Techniques. IEEE Trans. Knowl. Data Eng. 28(9): 2246-2266 (2016) - [j132]Jieying She, Yongxin Tong, Lei Chen, Caleb Chen Cao:
Conflict-Aware Event-Participant Arrangement and Its Variant for Online Setting. IEEE Trans. Knowl. Data Eng. 28(9): 2281-2295 (2016) - [j131]Wei Gong, Haoxiang Liu, Lei Chen, Kebin Liu, Yunhao Liu:
Fast Composite Counting in RFID Systems. IEEE/ACM Trans. Netw. 24(5): 2756-2767 (2016) - [j130]Kebin Liu, Lei Chen, Yunhao Liu, Wei Gong, Amiya Nayak:
Continuous Answering Holistic Queries over Sensor Networks. IEEE Trans. Parallel Distributed Syst. 27(2): 394-404 (2016) - [j129]Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang, Christophe G. Giraud-Carrier, Yongjiao Sun:
DistR: A Distributed Method for the Reachability Query over Large Uncertain Graphs. IEEE Trans. Parallel Distributed Syst. 27(11): 3172-3185 (2016) - [j128]Peng Peng, Lei Zou, M. Tamer Özsu, Lei Chen, Dongyan Zhao:
Processing SPARQL queries over distributed RDF graphs. VLDB J. 25(2): 243-268 (2016) - [j127]Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao:
Answering subgraph queries over massive disk resident graphs. World Wide Web 19(3): 417-448 (2016) - [j126]Yongxin Tong, Xiaofei Zhang, Lei Chen:
Tracking frequent items over distributed probabilistic data. World Wide Web 19(4): 579-604 (2016) - [c163]Ting Wu, Chen Jason Zhang, Lei Chen, Pan Hui, Siyuan Liu:
Object identification with Pay-As-You-Go crowdsourcing. IEEE BigData 2016: 578-585 - [c162]Yanhui Li, Ye Yuan, Guoren Wang, Lei Chen, Jiajia Li:
Semantic-Aware Location Privacy Preservation on Road Networks. DASFAA (2) 2016: 314-331 - [c161]Peng Peng, Lei Zou, Lei Chen, Dongyan Zhao:
Query Workload-based RDF Graph Fragmentation and Allocation. EDBT 2016: 377-388 - [c160]Yongxin Tong, Jieying She, Bolin Ding, Libin Wang, Lei Chen:
Online mobile Micro-Task Allocation in spatial crowdsourcing. ICDE 2016: 49-60 - [c159]Zheng Liu, Lei Chen:
Mutual benefit aware task assignment in a bipartite labor market. ICDE 2016: 73-84 - [c158]Klaus Arthur Schmid, Christian M. M. Frey, Fengchao Peng, Michael Weiler, Andreas Züfle, Lei Chen, Matthias Renz:
TrendTracker: Modelling the Motion of Trends in Space and Time. ICDM Workshops 2016: 1145-1152 - [c157]Dawei Gao, Yongxin Tong, Jieying She, Tianshu Song, Lei Chen, Ke Xu:
Top-k Team Recommendation in Spatial Crowdsourcing. WAIM (1) 2016: 191-204 - [c156]Qinyi Wang, Jieying She, Tianshu Song, Yongxin Tong, Lei Chen, Ke Xu:
Adjustable Time-Window-Based Event Detection on Twitter. WAIM (2) 2016: 265-278 - [i14]Peng Cheng, Xun Jian, Lei Chen:
Task Assignment on Spatial Crowdsourcing (Technical Report). CoRR abs/1605.09675 (2016) - [i13]Caleb Chen Cao, Zheng Liu, Lei Chen, H. V. Jagadish:
Tuning Crowdsourced Human Computation. CoRR abs/1610.04429 (2016) - [i12]Peng Cheng, Xiang Lian, Xun Jian, Lei Chen:
FROG: A Fast and Reliable Crowdsourcing Framework (Technical Report). CoRR abs/1610.08411 (2016) - 2015
- [j125]Wei Wang, Lei Chen, Qian Zhang:
Outsourcing high-dimensional healthcare data to cloud with personalized privacy preservation. Comput. Networks 88: 136-148 (2015) - [j124]Xiaofei Zhang, Yongxin Tong, Lei Chen, Min Wang, Shicong Feng:
Locality-aware allocation of multi-dimensional correlated files on the cloud platform. Distributed Parallel Databases 33(3): 353-380 (2015) - [j123]Yongxin Tong, Lei Chen, Jieying She:
Mining Frequent Itemsets in Correlated Uncertain Databases. J. Comput. Sci. Technol. 30(4): 696-712 (2015) - [j122]Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang:
Threshold-Based Shortest Path Query over Large Correlated Uncertain Graphs. J. Comput. Sci. Technol. 30(4): 762-780 (2015) - [j121]Yongxin Tong, Jieying She, Lei Chen:
Towards Better Understanding of App Functions. J. Comput. Sci. Technol. 30(5): 1130-1140 (2015) - [j120]Peiguang Lin, Lei Chen, Mingxuan Yuan, Peiyao Nie:
Discover the Misinformation Broadcasting in On-Line Social Networks. J. Inf. Sci. Eng. 31(3): 763-785 (2015) - [j119]Ting Wu, Lei Chen, Pan Hui, Chen Jason Zhang, Weikai Li:
Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets. Proc. VLDB Endow. 8(5): 485-496 (2015) - [j118]Yingxia Shao, Bin Cui, Lei Chen, Mingming Liu, Xing Xie:
An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs. Proc. VLDB Endow. 8(8): 838-849 (2015) - [j117]Peng Cheng, Xiang Lian, Zhao Chen, Rui Fu, Lei Chen, Jinsong Han, Jizhong Zhao:
Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers. Proc. VLDB Endow. 8(10): 1022-1033 (2015) - [j116]Shaoxu Song, Aoqian Zhang, Lei Chen, Jianmin Wang:
Enriching Data Imputation with Extensive Similarity Neighbors. Proc. VLDB Endow. 8(11): 1286-1297 (2015) - [j115]Xiaofei Zhang, Hong Cheng, Lei Chen:
Bonding Vertex Sets Over Distributed Graph: A Betweenness Aware Approach. Proc. VLDB Endow. 8(12): 1418-1429 (2015) - [j114]Xueyang Hu, Mingxuan Yuan, Jianguo Yao, Yu Deng, Lei Chen, Qiang Yang, Haibing Guan, Jia Zeng:
Differential Privacy in Telco Big Data Platform. Proc. VLDB Endow. 8(12): 1692-1703 (2015) - [j113]Arijit Khan, Lei Chen:
On Uncertain Graphs Modeling and Queries. Proc. VLDB Endow. 8(12): 2042-2043 (2015) - [j112]Siyuan Liu, Qiang Qu, Lei Chen, Lionel M. Ni:
SMC: A Practical Schema for Privacy-Preserved Data Sharing over Distributed Data Streams. IEEE Trans. Big Data 1(2): 68-81 (2015) - [j111]Xiaofei Zhang, Lei Chen, Min Wang:
Efficient Parallel Processing of Distance Join Queries Over Distributed Graphs. IEEE Trans. Knowl. Data Eng. 27(3): 740-754 (2015) - [j110]Xiang Lian, Lei Chen, Zi Huang:
Keyword Search Over Probabilistic RDF Graphs. IEEE Trans. Knowl. Data Eng. 27(5): 1246-1260 (2015) - [j109]Xiping Liu, Lei Chen, Changxuan Wan:
LINQ: A Framework for Location-Aware Indexing and Query Processing. IEEE Trans. Knowl. Data Eng. 27(5): 1288-1300 (2015) - [j108]Ning Xu, Bin Cui, Lei Chen, Zi Huang, Yingxia Shao:
Heterogeneous Environment Aware Streaming Graph Partitioning. IEEE Trans. Knowl. Data Eng. 27(6): 1560-1572 (2015) - [j107]Xinglin Zhang, Zheng Yang, Longfei Shangguan, Yunhao Liu, Lei Chen:
Boosting Mobile Apps under Imbalanced Sensing Data. IEEE Trans. Mob. Comput. 14(6): 1151-1161 (2015) - [j106]Yi Zhuang, Nan Jiang, Qing Li, Lei Chen, Chunhua Ju:
Progressive Batch Medical Image Retrieval Processing in Mobile Wireless Networks. ACM Trans. Internet Techn. 15(3): 9:1-9:27 (2015) - [j105]Weixiong Rao, Roman Vitenberg, Lei Chen, Sasu Tarkoma:
MTAF: An Adaptive Design for Keyword-Based Content Dissemination on DHT Networks. IEEE Trans. Parallel Distributed Syst. 26(4): 1071-1084 (2015) - [j104]Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Graph similarity search on large uncertain graph databases. VLDB J. 24(2): 271-296 (2015) - [j103]Ye Yuan, Guoren Wang, Jeffrey Xu Yu, Lei Chen:
Efficient distributed subgraph similarity matching. VLDB J. 24(3): 369-394 (2015) - [j102]Weixiong Rao, Lei Chen, Ilaria Bartolini:
Ranked content advertising in online social networks. World Wide Web 18(3): 661-679 (2015) - [j101]Mingxuan Yuan, Lei Chen, Philip S. Yu, Hong Mei:
Privacy preserving graph publication in a distributed environment. World Wide Web 18(5): 1481-1517 (2015) - [c155]Xudong Gong, Yan Xiong, Wenchao Huang, Lei Chen, Qiwei Lu, Yiqing Hu:
Fast Similarity Search of Multi-Dimensional Time Series via Segment Rotation. DASFAA (1) 2015: 108-124 - [c154]Daniel Nicoara, Shahin Kamali, Khuzaima Daudjee, Lei Chen:
Hermes: Dynamic Partitioning for Distributed Social Network Graph Databases. EDBT 2015: 25-36 - [c153]Yexin Li, Yu Zheng, Huichu Zhang, Lei Chen:
Traffic prediction in a bike-sharing system. SIGSPATIAL/GIS 2015: 33:1-33:10 - [c152]Yurong Cheng, Ye Yuan, Lei Chen, Guoren Wang:
The Reachability Query over Distributed Uncertain Graphs. ICDCS 2015: 786-787 - [c151]Chen Jason Zhang, Lei Chen, Yongxin Tong, Zheng Liu:
Cleaning uncertain data with a noisy crowd. ICDE 2015: 6-17 - [c150]Jieying She, Yongxin Tong, Lei Chen, Caleb Chen Cao:
Conflict-aware event-participant arrangement. ICDE 2015: 735-746 - [c149]Xuchuan Shen, Lei Zou, M. Tamer Özsu, Lei Chen, Youhuan Li, Shuo Han, Dongyan Zhao:
A graph-based RDF triple store. ICDE 2015: 1508-1511 - [c148]Lei Chen, Dongwon Lee, Tova Milo:
Data-driven crowdsourcing: Management, mining, and applications. ICDE 2015: 1527-1529 - [c147]Rui Meng, Yongxin Tong, Lei Chen, Caleb Chen Cao:
CrowdTC: Crowdsourced Taxonomy Construction. ICDM 2015: 913-918 - [c146]Xin Miao, Kebin Liu, Lei Chen, Yunhao Liu:
Quality-Aware Online Task Assignment in Mobile Crowdsourcing. MASS 2015: 127-135 - [c145]Weixiong Rao, Eiko Yoneki, Lei Chen:
L-Graph: A General Graph Analytic System on Continuous Computation. HotPlanet@MobiCom 2015: 19-24 - [c144]Chen Jason Zhang, Rui Meng, Lei Chen, Feida Zhu:
CrowdLink: An Error-Tolerant Model for Linking Complex Records. ExploreDB@SIGMOD/PODS 2015: 15-20 - [c143]Jieying She, Yongxin Tong, Lei Chen:
Utility-Aware Social Event-Participant Planning. SIGMOD Conference 2015: 1629-1643 - [c142]Xiangmin Zhou, Lei Chen, Yanchun Zhang, Longbing Cao, Guangyan Huang, Chen Wang:
Online Video Recommendation in Sharing Community. SIGMOD Conference 2015: 1645-1656 - [i11]Peng Peng, Lei Chen, Lei Zou, Dongyan Zhao:
Query Workload-based RDF Graph Fragmentation and Allocation. CoRR abs/1508.07845 (2015) - [i10]Peng Cheng, Xiang Lian, Lei Chen, Jinsong Han, Jizhong Zhao:
Task Assignment on Multi-Skill Oriented Spatial Crowdsourcing. CoRR abs/1510.03149 (2015) - [i9]Peng Cheng, Xiang Lian, Lei Chen, Cyrus Shahabi:
Prediction-Based Task Assignment on Spatial Crowdsourcing. CoRR abs/1512.08518 (2015) - 2014
- [j100]Zhongwen Guo, Minglu Li, Yu Wang, Lei Chen, Feng Hong:
Sensing with Mobile Wireless Sensor Networks. Int. J. Distributed Sens. Networks 10 (2014) - [j99]Lei Zou, Kun Xu, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao:
Efficient processing of label-constraint reachability queries in large graphs. Inf. Syst. 40: 47-66 (2014) - [j98]Shaoxu Song, Han Zhu, Lei Chen:
Probabilistic correlation-based similarity measure on text records. Inf. Sci. 289: 8-24 (2014) - [j97]Lei Chen, Tianlin Zhu:
Packet Delay Estimation Algorithm Against FIFO Waiting For Asymmetric IEEE 1588 System. J. Comput. 9(9): 2075-2081 (2014) - [j96]Mingxuan Yuan, Lei Chen, Philip S. Yu, Hong Mei:
Protect You More Than Blank: Anti-Learning Sensitive User Information in the Social Networks. J. Comput. Sci. Technol. 29(5): 762-776 (2014) - [j95]Shaoxu Song, Hong Cheng, Jeffrey Xu Yu, Lei Chen:
Repairing Vertex Labels under Neighborhood Constraints. Proc. VLDB Endow. 7(11): 987-998 (2014) - [j94]Shaoxu Song, Lei Chen, Hong Cheng:
On Concise Set of Relative Candidate Keys. Proc. VLDB Endow. 7(12): 1179-1190 (2014) - [j93]Zhao Chen, Rui Fu, Ziyuan Zhao, Zheng Liu, Leihao Xia, Lei Chen, Peng Cheng, Caleb Chen Cao, Yongxin Tong, Chen Jason Zhang:
gMission: A General Spatial Crowdsourcing Platform. Proc. VLDB Endow. 7(13): 1629-1632 (2014) - [j92]Ning Xu, Lei Chen, Bin Cui:
LogGP: A Log-based Dynamic Graph Partitioning Method. Proc. VLDB Endow. 7(14): 1917-1928 (2014) - [j91]Chen Jason Zhang, Yongxin Tong, Lei Chen:
Where To: Crowd-Aided Path Selection. Proc. VLDB Endow. 7(14): 2005-2016 (2014) - [j90]Siyuan Liu, Lei Chen, Lionel M. Ni:
Anomaly Detection from Incomplete Data. ACM Trans. Knowl. Discov. Data 9(2): 11:1-11:22 (2014) - [j89]Xiang Lian, Lei Chen:
Trip Planner Over Probabilistic Time-Dependent Road Networks. IEEE Trans. Knowl. Data Eng. 26(8): 2058-2071 (2014) - [j88]Shaoxu Song, Lei Chen, Hong Cheng:
Efficient Determination of Distance Thresholds for Differential Dependencies. IEEE Trans. Knowl. Data Eng. 26(9): 2179-2192 (2014) - [j87]Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni:
How to Conduct Distributed IncompletePattern Matching. IEEE Trans. Parallel Distributed Syst. 25(4): 982-992 (2014) - [j86]Xinglin Zhang, Zheng Yang, Zimu Zhou, Haibin Cai, Lei Chen, Xiangyang Li:
Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing. IEEE Trans. Parallel Distributed Syst. 25(12): 3190-3200 (2014) - [j85]Xiangmin Zhou, Lei Chen:
Event detection over twitter social media streams. VLDB J. 23(3): 381-400 (2014) - [j84]Lei Zou, M. Tamer Özsu, Lei Chen, Xuchuan Shen, Ruizhe Huang, Dongyan Zhao:
gStore: a graph-based SPARQL query engine. VLDB J. 23(4): 565-590 (2014) - [j83]Weixiong Rao, Lei Chen, Shudong Chen, Sasu Tarkoma:
Evaluating continuous top-k queries over document streams. World Wide Web 17(1): 59-83 (2014) - [c141]Chen Jason Zhang, Lei Chen, Yongxin Tong:
MaC: A Probabilistic Framework for Query Answering with Machine-Crowd Collaboration. CIKM 2014: 11-20 - [c140]Ye Yuan, Guoren Wang, Lei Chen:
Pattern Match Query in a Large Uncertain Graph. CIKM 2014: 519-528 - [c139]Yongxin Tong, Xiaofei Zhang, Caleb Chen Cao, Lei Chen:
Efficient Probabilistic Supergraph Search Over Large Uncertain Graphs. CIKM 2014: 809-818 - [c138]Lin Zhang, Mingxuan Yuan, Yao Guo, Xiangqun Chen, Lei Chen:
Preserving Location-Related Privacy Collaboratively in Geo-social Networks. COMPSAC 2014: 584-589 - [c137]Haoxiang Liu, Kebin Liu, Wei Gong, Yunhao Liu, Lei Chen:
Wonder: Efficient Tag Identification for Large-Scale RFID Systems. DCOSS 2014: 127-134 - [c136]Haoxiang Liu, Wei Gong, Lei Chen, Wenbo He, Kebin Liu, Yunhao Liu:
Generic Composite Counting in RFID Systems. ICDCS 2014: 597-606 - [c135]Hao Huang, Yunjun Gao, Kevin Chiew, Lei Chen, Qinming He:
Towards effective and efficient mining of arbitrary shaped clusters. ICDE 2014: 28-39 - [c134]Han Su, Kai Zheng, Jiamin Huang, Hoyoung Jeung, Lei Chen, Xiaofang Zhou:
CrowdPlanner: A crowd-based route recommendation system. ICDE 2014: 1144-1155 - [c133]Leihao Xia, Caleb Chen Cao, Lei Chen, Zhao Chen:
C-DMr: Crowd-powered Decision Maker for real world Knapsack Problems. ICDE 2014: 1174-1177 - [c132]Yongxin Tong, Caleb Chen Cao, Chen Jason Zhang, Yatao Li, Lei Chen:
CrowdCleaner: Data cleaning for multi-version data on the web via crowdsourcing. ICDE 2014: 1182-1185 - [c131]Yongxin Tong, Caleb Chen Cao, Lei Chen:
TCS: efficient topic discovery over crowd-oriented service data. KDD 2014: 861-870 - [c130]Caleb Chen Cao, Lei Chen, H. V. Jagadish:
From labor to trader: opinion elicitation via online crowds as a market. KDD 2014: 1067-1076 - [c129]Lin Zhang, Yao Guo, Xiangqun Chen, Weizhong Shao, Lei Chen:
Topic Evolutions in Scientific Conferences. SEKE 2014: 507-510 - [c128]Yingxia Shao, Lei Chen, Bin Cui:
Efficient cohesive subgraphs detection in parallel. SIGMOD Conference 2014: 613-624 - [c127]Yingxia Shao, Bin Cui, Lei Chen, Lin Ma, Junjie Yao, Ning Xu:
Parallel subgraph listing in a large-scale graph. SIGMOD Conference 2014: 625-636 - [c126]Chen Jason Zhang, Ziyuan Zhao, Lei Chen, H. V. Jagadish, Caleb Chen Cao:
CrowdMatcher: crowd-assisted schema matching. SIGMOD Conference 2014: 721-724 - [c125]Jieying She, Lei Chen:
TOMOHA: TOpic model-based HAshtag recommendation on twitter. WWW (Companion Volume) 2014: 371-372 - [p5]Xiaofei Zhang, Lei Chen:
Efficient Join Query Processing on the Cloud. Cloud Computing and Digital Media 2014: 191-234 - [p4]Lei Chen, Mingxuan Yuan:
Privacy and Ethical Issues in Social Network Analysis. Social Networks: Analysis and Case Studies 2014: 179-231 - [e11]Lei Chen, Yan Jia, Timos K. Sellis, Guanfeng Liu:
Web Technologies and Applications - 16th Asia-Pacific Web Conference, APWeb 2014, Changsha, China, September 5-7, 2014. Proceedings. Lecture Notes in Computer Science 8709, Springer 2014, ISBN 978-3-319-11115-5 [contents] - [e10]Pablo Barceló, Lei Chen:
International Conference on Management of Data, SIGMOD 2014, Snowbird, Utah, USA, June 22, 2014, PhD Symposium. ACM 2014, ISBN 978-1-4503-2924-8 [contents] - [i8]Peng Peng, Lei Zou, M. Tamer Özsu, Lei Chen, Dongyan Zhao:
Processing SPARQL Queries Over Linked Data-A Distributed Graph-based Approach. CoRR abs/1411.6763 (2014) - [i7]Peng Cheng, Xiang Lian, Zhao Chen, Lei Chen, Jinsong Han, Jizhong Zhao:
Reliable Diversity-Based Spatial Crowdsourcing by Moving Workers. CoRR abs/1412.0223 (2014) - 2013
- [j82]Shaoxu Song, Lei Chen:
Efficient discovery of similarity constraints for matching dependencies. Data Knowl. Eng. 87: 146-166 (2013) - [j81]Mingxuan Yuan, Lei Chen, Hong Mei:
Graph publication when the protection algorithm is available. Data Knowl. Eng. 88: 267-285 (2013) - [j80]Xiang Lian, Lei Chen:
Efficient processing of probabilistic group subspace skyline queries in uncertain databases. Inf. Syst. 38(3): 265-285 (2013) - [j79]Xiang Lian, Lei Chen:
Probabilistic top-k dominating queries in uncertain databases. Inf. Sci. 226: 23-46 (2013) - [j78]Xiping Liu, Lei Chen, Changxuan Wan, Dexi Liu, Naixue Xiong:
Exploiting structures in keyword queries for effective XML search. Inf. Sci. 240: 56-71 (2013) - [j77]Dexi Liu, Changxuan Wan, Lei Chen, Xiping Liu, Jian-Yun Nie:
Weighting tags and paths in XML documents according to their topic generalization. Inf. Sci. 249: 48-66 (2013) - [j76]Weiguo Zheng, Lei Zou, Yansong Feng, Lei Chen, Dongyan Zhao:
Efficient SimRank-based Similarity Join Over Large Graphs. Proc. VLDB Endow. 6(7): 493-504 (2013) - [j75]Chen Jason Zhang, Lei Chen, H. V. Jagadish, Caleb Chen Cao:
Reducing Uncertainty of Schema Matching via Crowdsourcing. Proc. VLDB Endow. 6(9): 757-768 (2013) - [j74]Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma:
Bitlist: New Full-text Index for Low Space Cost and Efficient Keyword Search. Proc. VLDB Endow. 6(13): 1522-1533 (2013) - [j73]Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. Proc. VLDB Endow. 7(3): 205-216 (2013) - [j72]Mingxuan Yuan, Lei Chen, Philip S. Yu, Ting Yu:
Protecting Sensitive Labels in Social Network Data Anonymization. IEEE Trans. Knowl. Data Eng. 25(3): 633-647 (2013) - [j71]Tao Chen, Lei Chen, M. Tamer Özsu, Nong Xiao:
Optimizing Multi-Top-k Queries over Uncertain Data Streams. IEEE Trans. Knowl. Data Eng. 25(8): 1814-1829 (2013) - [j70]Weixiong Rao, Lei Chen, Sasu Tarkoma:
Toward Efficient Filter Privacy-Aware Content-Based Pub/Sub Systems. IEEE Trans. Knowl. Data Eng. 25(11): 2644-2657 (2013) - [j69]Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Efficient Keyword Search on Uncertain Graph Data. IEEE Trans. Knowl. Data Eng. 25(12): 2767-2779 (2013) - [j68]Shaoxu Song, Lei Chen, Philip S. Yu:
Comparable dependencies over heterogeneous data. VLDB J. 22(2): 253-274 (2013) - [j67]Shaoxu Song, Lei Chen:
Indexing dataspaces with partitions. World Wide Web 16(2): 141-170 (2013) - [j66]Lei Chen, Ihab F. Ilyas, Christopher Ré, Xiaofang Zhou:
Probabilistic Web Data Management. World Wide Web 16(3): 271-272 (2013) - [c124]Lei Chen:
Managing the Wisdom of Crowds on Social Media Services. APWeb 2013: 2 - [c123]Mingxuan Yuan, Lei Chen, Philip S. Yu, Hong Mei:
Privacy Preserving Graph Publication in a Distributed Environment. APWeb 2013: 75-87 - [c122]Xiang Lian, Lei Chen:
Causality and responsibility: probabilistic queries revisited in uncertain databases. CIKM 2013: 349-358 - [c121]Weixiong Rao, Lei Chen, Mingxuan Yuan, Sasu Tarkoma, Hong Mei:
Subscription Privacy Protection in Topic-Based Pub/Sub. DASFAA (1) 2013: 361-376 - [c120]Leyla Kazemi, Cyrus Shahabi, Lei Chen:
GeoTruCrowd: trustworthy query answering with spatial crowdsourcing. SIGSPATIAL/GIS 2013: 304-313 - [c119]Lei Chen, Shuihai Hu, Kai Chen, Haitao Wu, Danny H. K. Tsang:
Towards minimal-delay deadline-driven data center TCP. HotNets 2013: 21:1-21:7 - [c118]Chuanfei Xu, Yu Gu, Lei Chen, Jianzhong Qiao, Ge Yu:
Interval reverse nearest neighbor queries on uncertain data with Markov correlations. ICDE 2013: 170-181 - [c117]Xiaofei Zhang, Lei Chen, Yongxin Tong, Min Wang:
EAGRE: Towards scalable I/O efficient SPARQL query evaluation on the cloud. ICDE 2013: 565-576 - [c116]Xiangmin Zhou, Lei Chen:
ASVTDECTOR: A practical near duplicate video retrieval system. ICDE 2013: 1348-1351 - [c115]Caleb Chen Cao, Yongxin Tong, Lei Chen, H. V. Jagadish:
WiseMarket: a new paradigm for managing wisdom of online social users. KDD 2013: 455-463 - [c114]Wuman Luo, Haoyu Tan, Lei Chen, Lionel M. Ni:
Finding time period-based most frequent path in big trajectory data. SIGMOD Conference 2013: 713-724 - [c113]Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Similarity Search on Uncertain Spatio-temporal Data. SISAP 2013: 43-49 - [p3]Lixing Wang, Lei Chen, Dimitris Papadias:
Query Processing in Wireless Sensor Networks. Managing and Mining Sensor Data 2013: 51-76 - [e9]Bonghee Hong, Xiaofeng Meng, Lei Chen, Werner Winiwarter, Wei Song:
Database Systems for Advanced Applications - 18th International Conference, DASFAA 2013, International Workshops: BDMA, SNSM, SeCoP, Wuhan, China, April 22-25, 2013. Proceedings. Lecture Notes in Computer Science 7827, Springer 2013, ISBN 978-3-642-40269-2 [contents] - [e8]Lei Chen, Xin Luna Dong:
Proceedings of the 2013 SIGMOD/PODS Ph.D. Symposium, New York, NY, USA, June 23, 2013. ACM 2013, ISBN 978-1-4503-2155-6 [contents] - [i6]Johannes Niedermayer, Andreas Züfle, Tobias Emrich, Matthias Renz, Nikos Mamoulis, Lei Chen, Hans-Peter Kriegel:
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories. CoRR abs/1305.3407 (2013) - 2012
- [b1]Lei Chen, Xiang Lian:
Query Processing over Uncertain Databases. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2012, ISBN 9781608458929, pp. 1-101 - [j65]Weixiong Rao, Lei Chen:
Distributed top-k full-text content dissemination. Distributed Parallel Databases 30(3-4): 273-301 (2012) - [j64]Xiaofeng Ding, Xiang Lian, Lei Chen, Hai Jin:
Continuous monitoring of skylines over uncertain data streams. Inf. Sci. 184(1): 196-214 (2012) - [j63]Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases. Proc. VLDB Endow. 5(9): 800-811 (2012) - [j62]Xiaofei Zhang, Lei Chen, Min Wang:
Efficient Multi-way Theta-Join Processing Using MapReduce. Proc. VLDB Endow. 5(11): 1184-1195 (2012) - [j61]Caleb Chen Cao, Jieying She, Yongxin Tong, Lei Chen:
Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services. Proc. VLDB Endow. 5(11): 1495-1506 (2012) - [j60]Yongxin Tong, Lei Chen, Yurong Cheng, Philip S. Yu:
Mining Frequent Itemsets over Uncertain Databases. Proc. VLDB Endow. 5(11): 1650-1661 (2012) - [j59]Xiang Lian, Lei Chen:
Subspace Similarity Search under Lp-Norm. IEEE Trans. Knowl. Data Eng. 24(2): 365-382 (2012) - [j58]Hanhua Chen, Hai Jin, Lei Chen, Yunhao Liu, Lionel M. Ni:
Optimizing Bloom Filter Settings in Peer-to-Peer Multikeyword Searching. IEEE Trans. Knowl. Data Eng. 24(4): 692-706 (2012) - [j57]Guoren Wang, Junchang Xin, Lei Chen, Yunhao Liu:
Energy-Efficient Reverse Skyline Query Processing over Wireless Sensor Networks. IEEE Trans. Knowl. Data Eng. 24(7): 1259-1275 (2012) - [j56]Xiangmin Zhou, Lei Chen, Xiaofang Zhou:
Structure Tensor Series-Based Large Scale Near-Duplicate Video Retrieval. IEEE Trans. Multim. 14(4): 1220-1233 (2012) - [j55]Yunhao Liu, Yiyang Zhao, Lei Chen, Jian Pei, Jinsong Han:
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. IEEE Trans. Parallel Distributed Syst. 23(11): 2138-2149 (2012) - [j54]Lei Zou, Lei Chen, M. Tamer Özsu, Dongyan Zhao:
Answering pattern match queries in large graph databases via graph embedding. VLDB J. 21(1): 97-120 (2012) - [j53]Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya:
Efficient subsequence matching over large video databases. VLDB J. 21(4): 489-508 (2012) - [j52]Lei Chen, Zhiguo Gong, Qing Li:
Guest Editorial: Web-based services and information systems. World Wide Web 15(5-6): 483-484 (2012) - [c112]Kyuseok Shim, Sang Kyun Cha, Lei Chen, Wook-Shin Han, Divesh Srivastava, Katsumi Tanaka, Hwanjo Yu, Xiaofang Zhou:
Data Management Challenges and Opportunities in Cloud Computing. DASFAA (2) 2012: 323 - [c111]Lei Chen, Xiang Lian:
Query Processing over Uncertain and Probabilistic Databases. DASFAA (2) 2012: 326-327 - [c110]Mingxuan Yuan, Lei Chen:
Semi-Edge Anonymity: Graph Publication when the Protection Algorithm Is Available. DASFAA (1) 2012: 367-381 - [c109]Siyuan Liu, Lei Kang, Lei Chen, Lionel M. Ni:
Distributed Incomplete Pattern Matching via a Novel Weighted Bloom Filter. ICDCS 2012: 122-131 - [c108]Weixiong Rao, Lei Chen, Pan Hui, Sasu Tarkoma:
MOVE: A Large Scale Keyword-Based Content Filtering and Dissemination System. ICDCS 2012: 445-454 - [c107]Yongxin Tong, Lei Chen, Bolin Ding:
Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data. ICDE 2012: 270-281 - [c106]Shaoxu Song, Lei Chen, Hong Cheng:
Parameter-Free Determination of Distance Thresholds for Metric Distance Constraints. ICDE 2012: 846-857 - [c105]Mingxuan Yuan, Lei Chen, Weixiong Rao, Hong Mei:
A General Framework for Publishing Privacy Protected and Utility Preserved Graph. ICDM 2012: 1182-1187 - [c104]Kun Yang, Xiaoxiao Cheng, Yue Wang, Lei Chen, Guozhu Chen:
PCC voltage stabilization by D-STATCOM with direct grid voltage control strategy. ISIE 2012: 442-446 - [c103]Yongxin Tong, Lei Chen, Philip S. Yu:
UFIMT: an uncertain frequent itemset mining toolbox. KDD 2012: 1508-1511 - [c102]Jiajun Liu, Zi Huang, Lei Chen, Heng Tao Shen, Zhixian Yan:
Discovering areas of interest with geo-tagged images and check-ins. ACM Multimedia 2012: 589-598 - [c101]Xiaofei Zhang, Lei Chen, Min Wang:
Towards Efficient Join Processing over Large RDF Graph Using MapReduce. SSDBM 2012: 250-259 - [e7]Hong Gao, Lipyeow Lim, Wei Wang, Chuan Li, Lei Chen:
Web-Age Information Management - 13th International Conference, WAIM 2012, Harbin, China, August 18-20, 2012. Proceedings. Lecture Notes in Computer Science 7418, Springer 2012, ISBN 978-3-642-32280-8 [contents] - [i5]Ye Yuan, Guoren Wang, Lei Chen, Haixun Wang:
Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases. CoRR abs/1205.6692 (2012) - [i4]Xiaofei Zhang, Lei Chen, Min Wang:
Efficient Multi-way Theta-Join Processing Using MapReduce. CoRR abs/1208.0081 (2012) - [i3]Caleb Chen Cao, Jieying She, Yongxin Tong, Lei Chen:
Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services. CoRR abs/1208.0273 (2012) - [i2]Yongxin Tong, Lei Chen, Yurong Cheng, Philip S. Yu:
Mining Frequent Itemsets over Uncertain Databases. CoRR abs/1208.0292 (2012) - 2011
- [j51]Xiang Lian, Lei Chen, Guoren Wang:
Finding the least influenced set in uncertain databases. Inf. Syst. 36(2): 359-385 (2011) - [j50]Lei Zou, Jinghui Mo, Lei Chen, M. Tamer Özsu, Dongyan Zhao:
gStore: Answering SPARQL Queries via Subgraph Matching. Proc. VLDB Endow. 4(8): 482-493 (2011) - [j49]Ye Yuan, Guoren Wang, Haixun Wang, Lei Chen:
Efficient Subgraph Search over Large Uncertain Graphs. Proc. VLDB Endow. 4(11): 876-886 (2011) - [j48]Ke Yi, Xiang Lian, Feifei Li, Lei Chen:
The World in a Nutshell: Concise Range Queries. IEEE Trans. Knowl. Data Eng. 23(1): 139-154 (2011) - [j47]Shaoxu Song, Lei Chen, Jeffrey Xu Yu:
Answering Frequent Probabilistic Inference Queries in Databases. IEEE Trans. Knowl. Data Eng. 23(4): 512-526 (2011) - [j46]Lei Zou, Lei Chen:
Pareto-Based Dominant Graph: An Efficient Indexing Structure to Answer Top-K Queries. IEEE Trans. Knowl. Data Eng. 23(5): 727-741 (2011) - [j45]Xiang Lian, Lei Chen:
Similarity Join Processing on Uncertain Data Streams. IEEE Trans. Knowl. Data Eng. 23(11): 1718-1734 (2011) - [j44]Xiping Liu, Changxuan Wan, Lei Chen:
Returning Clustered Results for Keyword Search on XML Documents. IEEE Trans. Knowl. Data Eng. 23(12): 1811-1825 (2011) - [j43]Shaoxu Song, Lei Chen, Mingxuan Yuan:
Materialization and Decomposition of Dataspaces for Efficient Search. IEEE Trans. Knowl. Data Eng. 23(12): 1872-1887 (2011) - [j42]Shaoxu Song, Lei Chen:
Differential dependencies: Reasoning and discovery. ACM Trans. Database Syst. 36(3): 16:1-16:41 (2011) - [j41]Xiang Lian, Lei Chen:
Probabilistic inverse ranking queries in uncertain databases. VLDB J. 20(1): 107-127 (2011) - [j40]Weixiong Rao, Lei Chen, Ada Wai-Chee Fu:
STAIRS: Towards efficient full-text filtering and dissemination in DHT environments. VLDB J. 20(6): 793-817 (2011) - [j39]Xiang Lian, Lei Chen:
Shooting top-k stars in uncertain databases. VLDB J. 20(6): 819-840 (2011) - [j38]Di Wu, Yiping Ke, Jeffrey Xu Yu, Philip S. Yu, Lei Chen:
Leadership discovery when data correlatively evolve. World Wide Web 14(1): 1-25 (2011) - [j37]Weixiong Rao, Lei Chen:
A distributed full-text top-k document dissemination system in distributed hash tables. World Wide Web 14(5-6): 545-572 (2011) - [c100]Xiaofei Zhang, Lei Chen:
Fault tolerance study for durable storage on the cloud. CDC 2011: 360-365 - [c99]Kun Xu, Lei Zou, Jeffrey Xu Yu, Lei Chen, Yanghua Xiao, Dongyan Zhao:
Answering label-constraint reachability in large graphs. CIKM 2011: 1595-1600 - [c98]Xiang Lian, Yincheng Lin, Lei Chen:
Cost-efficient repair in inconsistent probabilistic databases. CIKM 2011: 1731-1736 - [c97]Guoqiong Liao, Jing Li, Lei Chen, Changxuan Wan:
KLEAP: an efficient cleaning method to remove cross-reads in RFID streams. CIKM 2011: 2209-2212 - [c96]Lei Chen:
Privacy-Preserved Network Data Publishing. DASFAA Workshops 2011: 1 - [c95]Mingxuan Yuan, Lei Chen:
Node Protection in Weighted Social Networks. DASFAA (1) 2011: 123-137 - [c94]Ye Yuan, Deke Guo, Guoren Wang, Lei Chen:
Removing Uncertainties from Overlay Network. DASFAA (1) 2011: 284-299 - [c93]Thomas Bernecker, Tobias Emrich, Hans-Peter Kriegel, Andreas Züfle, Lei Chen, Xiang Lian, Nikos Mamoulis:
Managing uncertain spatio-temporal data. QUeST@GIS 2011: 16-20 - [c92]Jeffrey Xu Yu, Lei Chen, Sherif Sakr, Lei Zou:
Preface. ICDE Workshops 2011: 87 - [c91]Shaoxu Song, Lei Chen, Philip S. Yu:
On data dependencies in dataspaces. ICDE 2011: 470-481 - [c90]Siyuan Liu, Lei Chen, Lionel M. Ni, Jianping Fan:
CIM: categorical influence maximization. ICUIMC 2011: 124 - [c89]Xiangmin Zhou, Lei Chen, Xiaofang Zhou:
Structure tensor series-based matching for near-duplicate video retrieval. ACM Multimedia 2011: 1057-1060 - [c88]Xiang Lian, Lei Chen:
Efficient query answering in probabilistic RDF graphs. SIGMOD Conference 2011: 157-168 - [c87]Xiang Lian, Lei Chen:
Probabilistic Time Consistent Queries over Moving Objects. SSDBM 2011: 168-188 - [c86]Peng Peng, Lei Zou, Lei Chen, Xuemin Lin, Dongyan Zhao:
Subgraph Search over Massive Disk Resident Graphs. SSDBM 2011: 312-321 - 2010
- [j36]Lei Chen, Mitchell M. Tseng, Xiang Lian:
Development of foundation models for Internet of Things. Frontiers Comput. Sci. China 4(3): 376-385 (2010) - [j35]Yiming Zhang, Lei Chen, Xicheng Lu, Dongsheng Li:
Enabling routing control in a DHT. IEEE J. Sel. Areas Commun. 28(1): 28-38 (2010) - [j34]Xiang Lian, Lei Chen:
Set Similarity Join on Probabilistic Data. Proc. VLDB Endow. 3(1): 650-659 (2010) - [j33]Xiang Lian, Lei Chen:
A Generic Framework for Handling Uncertain Data with Local Correlations. Proc. VLDB Endow. 4(1): 12-21 (2010) - [j32]Mingxuan Yuan, Lei Chen, Philip S. Yu:
Personalized Privacy Protection in Social Networks. Proc. VLDB Endow. 4(2): 141-150 (2010) - [j31]Xiang Lian, Lei Chen:
Ranked Query Processing in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 22(3): 420-436 (2010) - [j30]Lei Chen, Changliang Wang:
Continuous Subgraph Pattern Search over Certain and Uncertain Graph Streams. IEEE Trans. Knowl. Data Eng. 22(8): 1093-1109 (2010) - [j29]Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Yanfeng Shu, Athman Bouguettaya, John A. Taylor:
Adaptive Subspace Symbolization for Content-Based Video Detection. IEEE Trans. Knowl. Data Eng. 22(10): 1372-1387 (2010) - [j28]Xiang Lian, Lei Chen:
Reverse skyline search in uncertain databases. ACM Trans. Database Syst. 35(1): 3:1-3:49 (2010) - [j27]Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Guoren Wang:
Optimal Resource Placement in Structured Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 21(7): 1011-1026 (2010) - [j26]Cheqing Jin, Ke Yi, Lei Chen, Jeffrey Xu Yu, Xuemin Lin:
Sliding-window top-k queries on uncertain streams. VLDB J. 19(3): 411-435 (2010) - [c85]Dexi Liu, Changxuan Wan, Naixue Xiong, Laurence Tianruo Yang, Lei Chen:
Two Novel Semantics of Top-k Queries Processing in Uncertain Database. CIT 2010: 651-659 - [c84]Shaoxu Song, Lei Chen:
Efficient set-correlation operator inside databases. CIKM 2010: 139-148 - [c83]Dexi Liu, Changxuan Wan, Lei Chen, Xiping Liu:
Automatically weighting tags in XML collection. CIKM 2010: 1289-1292 - [c82]Lei Zou, Lei Chen, M. Tamer Özsu, Dongyan Zhao:
Dynamic Skyline Queries in Large Graphs. DASFAA (2) 2010: 62-78 - [c81]Ye Yuan, Lei Chen, Guoren Wang:
Efficiently Answering Probability Threshold-Based Shortest Path Queries over Uncertain Graphs. DASFAA (1) 2010: 155-170 - [c80]Di Wu, Yiping Ke, Jeffrey Xu Yu, Philip S. Yu, Lei Chen:
Detecting Leaders from Correlated Time Series. DASFAA (1) 2010: 352-367 - [c79]Liyi Zhang, Ting Liu, Yunshan Sun, Lei Chen:
Research on neural network blind equalization algorithm with structure optimized by genetic algorithm. ICNC 2010: 1451-1454 - [c78]Lei Chen, Liyi Zhang, Yanju Guo, Ting Liu, Qiang Li:
Sequential blind image extraction based on particle swarm optimization. ICNC 2010: 2697-2700 - [c77]Zhang Xiong, Wuman Luo, Lei Chen, Lionel M. Ni:
Data Vitalization: A New Paradigm for Large-Scale Dataset Analysis. ICPADS 2010: 251-258 - [c76]Xiangmin Zhou, Lei Chen:
Monitoring near duplicates over video streams. ACM Multimedia 2010: 521-530 - [c75]Xiang Lian, Lei Chen, Shaoxu Song:
Consistent query answers in inconsistent probabilistic databases. SIGMOD Conference 2010: 303-314 - [p2]Rui Li, Lei Chen, Wen-Syan Li:
Cloudweaver: Adaptive and Data-Driven Workload Manager for Generic Clouds. Handbook of Cloud Computing 2010: 219-236 - [p1]Xintao Wu, Xiaowei Ying, Kun Liu, Lei Chen:
A Survey of Privacy-Preservation of Graphs and Social Networks. Managing and Mining Graph Data 2010: 421-453 - [e6]Lei Chen, Changjie Tang, Jun Yang, Yunjun Gao:
Web-Age Information Management, 11th International Conference, WAIM 2010, Jiuzhaigou, China, July 15-17, 2010. Proceedings. Lecture Notes in Computer Science 6184, Springer 2010, ISBN 978-3-642-14245-1 [contents] - [e5]Lei Chen, Peter Triantafillou, Torsten Suel:
Web Information Systems Engineering - WISE 2010 - 11th International Conference, Hong Kong, China, December 12-14, 2010. Proceedings. Lecture Notes in Computer Science 6488, Springer 2010, ISBN 978-3-642-17615-9 [contents]
2000 – 2009
- 2009
- [j25]Yi Yu, Kazuki Joe, Vincent Oria, Fabian Mörchen, J. Stephen Downie, Lei Chen:
Multi-Version Music Search Using Acoustic Feature Union and Exact Soft Mapping. Int. J. Semantic Comput. 3(2): 209-234 (2009) - [j24]Lei Zou, Lei Chen, M. Tamer Özsu:
DistanceJoin: Pattern Match Query In a Large Graph Database. Proc. VLDB Endow. 2(1): 886-897 (2009) - [j23]Lei Zou, Lei Chen, M. Tamer Özsu:
K-Automorphism: A General Framework For Privacy Preserving Network Publication. Proc. VLDB Endow. 2(1): 946-957 (2009) - [j22]Lei Chen, Xiang Lian:
Efficient Processing of Metric Skyline Queries. IEEE Trans. Knowl. Data Eng. 21(3): 351-365 (2009) - [j21]Xiang Lian, Lei Chen, Jeffrey Xu Yu, Jinsong Han, Jian Ma:
Multiscale Representations for Fast Pattern Matching in Stream Time Series. IEEE Trans. Knowl. Data Eng. 21(4): 568-581 (2009) - [j20]Xiang Lian, Lei Chen:
General Cost Models for Evaluating Dimensionality Reduction in High-Dimensional Spaces. IEEE Trans. Knowl. Data Eng. 21(10): 1447-1460 (2009) - [j19]Xiang Lian, Lei Chen:
Efficient Similarity Join over Multiple Stream Time Series. IEEE Trans. Knowl. Data Eng. 21(11): 1544-1558 (2009) - [j18]Xiangmin Zhou, Xiaofang Zhou, Lei Chen, Athman Bouguettaya, Nong Xiao, John A. Taylor:
An Efficient Near-Duplicate Video Shot Detection Method Using Shot-Based Interest Points. IEEE Trans. Multim. 11(5): 879-891 (2009) - [j17]Jie Lian, Yunhao Liu, Kshirasagar Naik, Lei Chen:
Virtual surrounding face geocasting in wireless ad hoc and sensor networks. IEEE/ACM Trans. Netw. 17(1): 200-211 (2009) - [j16]Xiang Lian, Lei Chen:
Efficient processing of probabilistic reverse nearest neighbor queries over uncertain data. VLDB J. 18(3): 787-808 (2009) - [c74]Xiping Liu, Changxuan Wan, Lei Chen:
Effective XML content and structure retrieval with relevance ranking. CIKM 2009: 147-156 - [c73]Xiang Lian, Lei Chen:
Efficient join processing on uncertain data streams. CIKM 2009: 857-866 - [c72]Shaoxu Song, Lei Chen:
Discovering matching dependencies. CIKM 2009: 1421-1424 - [c71]Xiang Lian, Lei Chen:
Probabilistic Inverse Ranking Queries over Uncertain Data. DASFAA 2009: 35-50 - [c70]Lei Zou, Lei Chen, Yansheng Lu:
Top-K Correlation Sub-graph Search in Graph Databases. DASFAA 2009: 168-185 - [c69]Junchang Xin, Guoren Wang, Lei Chen, Vincent Oria:
Energy-Efficient Evaluation of Multiple Skyline Queries over a Wireless Sensor Network. DASFAA 2009: 247-262 - [c68]Yi Zhuang, Qing Li, Lei Chen:
A Unified Indexing Structure for Efficient Cross-Media Retrieval. DASFAA 2009: 677-692 - [c67]Xiang Lian, Lei Chen:
Top-k dominating queries in uncertain databases. EDBT 2009: 660-671 - [c66]Reynold Cheng, Lei Chen, Jinchuan Chen, Xike Xie:
Evaluating probability threshold k-nearest-neighbor queries over uncertain data. EDBT 2009: 672-683 - [c65]Weixiong Rao, Ada Wai-Chee Fu, Lei Chen, Hanhua Chen:
STAIRS: Towards Efficient Full-Text Filtering and Dissemination in a DHT Environment. ICDE 2009: 198-209 - [c64]Changliang Wang, Lei Chen:
Continuous Subgraph Pattern Search over Graph Streams. ICDE 2009: 393-404 - [c63]Ke Yi, Xiang Lian, Feifei Li, Lei Chen:
A Concise Representation of Range Queries. ICDE 2009: 1179-1182 - [c62]Yongzhen Zhuang, Lei Chen:
Max Regional Aggregate over Sensor Networks. ICDE 2009: 1295-1298 - [c61]Ting Liu, Bin Wang, Lei Chen, Yunshan Sun, Liyi Zhang:
An Adaptive Multi-user Detection Algorithm Based on Forward Neural Network. ICNC (2) 2009: 31-34 - [c60]Lei Chen, Liyi Zhang, Yanju Guo, Ting Liu:
Research of Blind Images Separation Algorithm Based on Kernel Space. ICNC (1) 2009: 556-559 - [c59]Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Hanhua Chen, Futai Zou:
On Efficient Content Matching in Distributed Pub/Sub Systems. INFOCOM 2009: 756-764 - [c58]Yingyi Bu, Lei Chen, Ada Wai-Chee Fu, Dawei Liu:
Efficient anomaly monitoring over moving object trajectory streams. KDD 2009: 159-168 - [c57]Yi Yu, Michel Crucianu, Vincent Oria, Lei Chen:
Local summarization and multi-level LSH for retrieving multi-variant audio tracks. ACM Multimedia 2009: 341-350 - [e4]Lei Chen, Chengfei Liu, Xiao Zhang, Shan Wang, Darijus Strasunskas, Stein L. Tomassen, Jinghai Rao, Wen-Syan Li, K. Selçuk Candan, Dickson K. W. Chiu, Yi Zhuang, Clarence A. Ellis, Kwanghoon Pio Kim:
Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2009 International Workshops: WCMT 2009, RTBI 2009, DBIR-ENQOIR 2009, PAIS 2009, Suzhou, China, April 2-4, 2009, Revised Selected Papers. Lecture Notes in Computer Science 5731, Springer 2009, ISBN 978-3-642-03995-9 [contents] - [e3]Lei Chen, Chengfei Liu, Qing Liu, Ke Deng:
Database Systems for Advanced Applications, DASFAA 2009 International Workshops: BenchmarX, MCIS, WDPP, PPDA, MBC, PhD, Brisbane, Australia, April 20-23, 2009. Lecture Notes in Computer Science 5667, Springer 2009, ISBN 978-3-642-04204-1 [contents] - [e2]M. Tamer Özsu, Yi Chen, Lei Chen:
Proceedings of the First International Workshop on Keyword Search on Structured Data, KEYS 2009, Providence, Rhode Island, USA, June 28, 2009. ACM 2009, ISBN 978-1-60558-570-3 [contents] - [r3]Lei Chen:
Curse of Dimensionality. Encyclopedia of Database Systems 2009: 545-546 - [r2]Lei Chen:
Two-Dimensional Shape Retrieval. Encyclopedia of Database Systems 2009: 3202-3203 - [r1]Lei Chen:
Video Content Modeling. Encyclopedia of Database Systems 2009: 3276-3280 - [i1]Shaoxu Song, Lei Chen:
Discovering Matching Dependencies. CoRR abs/0903.3317 (2009) - 2008
- [j15]Bin Wang, Xiaochun Yang, Guoren Wang, Ge Yu, Lei Chen, Xiaoyang Sean Wang, Xuemin Lin:
Continually Answering Constraint k - NN Queries in Unstructured P2P Systems. J. Comput. Sci. Technol. 23(4): 538-556 (2008) - [j14]Shaoliang Peng, Shanshan Li, Lei Chen, Yuxing Peng, Nong Xiao:
Scalable Base-Station Model-Based Multicast in Wireless Sensor Networks. J. Comput. Sci. Technol. 23(5): 780-791 (2008) - [j13]Kebin Liu, Lei Chen, Yunhao Liu, Minglu Li:
Robust and Efficient Aggregate Query Processing in Wireless Sensor Networks. Mob. Networks Appl. 13(1-2): 212-227 (2008) - [j12]Cheqing Jin, Ke Yi, Lei Chen, Jeffrey Xu Yu, Xuemin Lin:
Sliding-window top-k queries on uncertain streams. Proc. VLDB Endow. 1(1): 301-312 (2008) - [j11]Yingyi Bu, Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Lei Chen, Jiuyong Li:
Privacy preserving serial data publishing by role composition. Proc. VLDB Endow. 1(1): 845-856 (2008) - [j10]Xiang Lian, Lei Chen:
Efficient Similarity Search over Future Stream Time Series. IEEE Trans. Knowl. Data Eng. 20(1): 40-54 (2008) - [j9]Yuhai Zhao, Jeffrey Xu Yu, Guoren Wang, Lei Chen, Bin Wang, Ge Yu:
Maximal Subspace Coregulated Gene Clustering. IEEE Trans. Knowl. Data Eng. 20(1): 83-98 (2008) - [j8]Lei Chen, Xiang Lian:
Efficient Similarity Search in Nonmetric Spaces with Local Constant Embedding. IEEE Trans. Knowl. Data Eng. 20(3): 321-336 (2008) - [j7]Xiang Lian, Lei Chen:
Probabilistic Group Nearest Neighbor Queries in Uncertain Databases. IEEE Trans. Knowl. Data Eng. 20(6): 809-824 (2008) - [j6]Mo Li, Yunhao Liu, Lei Chen:
Nonthreshold-Based Event Detection for 3D Environment Monitoring in Sensor Networks. IEEE Trans. Knowl. Data Eng. 20(12): 1699-1711 (2008) - [j5]Mo Li, Lei Chen, Jizhong Zhao, Qian Zhang, Yunhao Liu:
Signature-File-Based Approach for Query Answering Over Wireless Sensor Networks. IEEE Trans. Veh. Technol. 57(5): 3146-3154 (2008) - [c56]Qiang Wang, Rui Li, Lei Chen, Jie Lian, M. Tamer Özsu:
Speed up semantic search in p2p networks. CIKM 2008: 1341-1342 - [c55]Lei Zou, Lei Chen, Huaming Zhang, Yansheng Lu, Qiang Lou:
Summarization Graph Indexing: Beyond Frequent Structure-Based Approach. DASFAA 2008: 141-155 - [c54]Lei Zou, Lei Chen, Jeffrey Xu Yu, Yansheng Lu:
A novel spectral coding in a large graph database. EDBT 2008: 181-192 - [c53]Yi Zhuang, Yueting Zhuang, Qing Li, Lei Chen, Yi Yu:
Indexing high-dimensional data in dual distance spaces: a symmetrical encoding approach. EDBT 2008: 241-251 - [c52]Lei Chen, Xiang Lian:
Dynamic skyline queries in metric spaces. EDBT 2008: 333-343 - [c51]Xiang Lian, Lei Chen:
Probabilistic ranked queries in uncertain databases. EDBT 2008: 511-522 - [c50]Yi Zhuang, Qing Li, Lei Chen:
Multi-query Optimization for Distributed Similarity Query Processing. ICDCS 2008: 639-646 - [c49]Xiang Lian, Lei Chen:
Similarity Search in Arbitrary Subspaces Under Lp-Norm. ICDE 2008: 317-326 - [c48]Lei Zou, Lei Chen:
Dominant Graph: An Efficient Indexing Structure to Answer Top-K Queries. ICDE 2008: 536-545 - [c47]Zheng Liu, Jeffrey Xu Yu, Lei Chen, Di Wu:
Detection of Shape Anomalies: A Probabilistic Approach Using Hidden Markov Models. ICDE 2008: 1325-1327 - [c46]Xiang Lian, Lei Chen, Jeffrey Xu Yu:
Pattern Matching over Cloaked Time Series. ICDE 2008: 1462-1464 - [c45]Zheng Liu, Jeffrey Xu Yu, Yiping Ke, Xuemin Lin, Lei Chen:
Spotting Significant Changing Subgraphs in Evolving Graphs. ICDM 2008: 917-922 - [c44]Kebin Liu, Lei Chen, Minglu Li, Yunhao Liu:
Continuous answering holistic queries over sensor networks. IPDPS 2008: 1-11 - [c43]Shaoliang Peng, Shanshan Li, Lei Chen, Nong Xiao, Yuxing Peng:
SenCast: Scalable multicast in wireless sensor networks. IPDPS 2008: 1-9 - [c42]Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe:
Using Exact Locality Sensitive Mapping to Group and Detect Audio-Based Cover Songs. ISM 2008: 302-309 - [c41]Yi Yu, J. Stephen Downie, Lei Chen, Vincent Oria, Kazuki Joe:
Searching musical audio datasets by a batch of multi-variant tracks. Multimedia Information Retrieval 2008: 121-127 - [c40]Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe, Vincent Oria:
COSIN: content-based retrieval system for cover songs. ACM Multimedia 2008: 987-988 - [c39]Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu:
Flexible Routing in Grouped DHTs. Peer-to-Peer Computing 2008: 109-118 - [c38]Xiang Lian, Lei Chen:
Monochromatic and bichromatic reverse skyline search over uncertain databases. SIGMOD Conference 2008: 213-226 - [c37]Hanhua Chen, Hai Jin, Jiliang Wang, Lei Chen, Yunhao Liu, Lionel M. Ni:
Efficient multi-keyword search over p2p web. WWW 2008: 989-998 - 2007
- [j4]Yi Zhuang, Yueting Zhuang, Qing Li, Lei Chen:
Interactive high-dimensional index for large Chinese calligraphic character databases. ACM Trans. Asian Lang. Inf. Process. 6(2): 8 (2007) - [j3]Jie Lian, Lei Chen, Kshirasagar Naik, Yunhao Liu, Gordon B. Agnew:
Gradient Boundary Detection for Time Series Snapshot Construction in Sensor Networks. IEEE Trans. Parallel Distributed Syst. 18(10): 1462-1475 (2007) - [c36]Lei Zou, Lei Chen, Yansheng Lu:
Top-k subgraph matching query in a large graph. PIKM 2007: 139-146 - [c35]Weixiong Rao, Lei Chen, Ada Wai-Chee Fu, Yingyi Bu:
Optimal proactive caching in peer-to-peer network: analysis and application. CIKM 2007: 663-672 - [c34]Shaoxu Song, Lei Chen:
Probabilistic correlation-based similarity measure of unstructured records. CIKM 2007: 967-970 - [c33]Shaoxu Song, Lei Chen:
Similarity Joins of Text with Incomplete Information Formats. DASFAA 2007: 313-324 - [c32]Junchang Xin, Guoren Wang, Lei Chen, Xiaoyi Zhang, Zhenhua Wang:
Continuously Maintaining Sliding Window Skylines in a Sensor Network. DASFAA 2007: 509-521 - [c31]Xiang Lian, Lei Chen, Bin Wang:
Approximate Similarity Search over Multiple Stream Time Series. DASFAA 2007: 962-968 - [c30]Mo Li, Yunhao Liu, Lei Chen:
Non-Threshold based Event Detection for 3D Environment Monitoring in Sensor Networks. ICDCS 2007: 9 - [c29]Yongzhen Zhuang, Lei Chen, Xiaoyang Sean Wang, Jie Lian:
A Weighted Moving Average-based Approach for Cleaning Sensor Data. ICDCS 2007: 38 - [c28]Xiang Lian, Lei Chen:
A General Cost Model for Dimensionality Reduction in High Dimensional Spaces. ICDE 2007: 66-75 - [c27]Xiang Lian, Lei Chen, Jeffrey Xu Yu, Guoren Wang, Ge Yu:
Similarity Match Over High Speed Time-Series Streams. ICDE 2007: 1086-1095 - [c26]Rui Chu, Nong Xiao, Lei Chen, Xicheng Lu:
A push-based prefetching for cooperative caching RAM Grid. ICPADS 2007: 1-8 - [c25]Yiming Zhang, Dongsheng Li, Lei Chen, Xicheng Lu:
Collaborative Search in Large-scale Unstructured Peer-to-Peer Networks. ICPP 2007: 7 - [c24]Yunhao Liu, Lei Chen, Jian Pei, Qiuxia Chen, Yiyang Zhao:
Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays. PerCom 2007: 37-46 - [c23]Qiuxia Chen, Lei Chen, Xiang Lian, Yunhao Liu, Jeffrey Xu Yu:
Indexable PLA for Efficient Similarity Search. VLDB 2007: 435-446 - [e1]Kevin Chen-Chuan Chang, Wei Wang, Lei Chen, Clarence A. Ellis, Ching-Hsien Hsu, Ah Chung Tsoi, Haixun Wang:
Advances in Web and Network Technologies, and Information Management, APWeb/WAIM 2007 International Workshops: DBMAN 2007, WebETrends 2007, PAIS 2007 and ASWAN 2007, Huang Shan, China, June 16-18, 2007, Proceedings. Lecture Notes in Computer Science 4537, Springer 2007, ISBN 978-3-540-72908-2 [contents] - 2006
- [j2]Jie Lian, Kshirasagar Naik, Gordon B. Agnew, Lei Chen, M. Tamer Özsu:
BBS: An Energy Efficient Localized Routing Scheme for Query Processing in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 2(1): 23-54 (2006) - [c22]Yi Zhuang, Yueting Zhuang, Qing Li, Lei Chen:
Towards interactive indexing for large Chinese calligraphic character databases. CIKM 2006: 884-885 - [c21]Yongzhen Zhuang, Lei Chen:
In-network Outlier Cleaning for Data Collection in Sensor Networks. CleanDB 2006 - [c20]Bin Wang, Xiaochun Yang, Guoren Wang, Lei Chen, Xiaoyang Sean Wang, Xuemin Lin, Ge Yu:
Answering Constrained k-NN Queries in Unstructured P2P Systems. DBISP2P 2006: 397-405 - [c19]Yanli Cai, Jian Cao, Minglu Li, Lei Chen:
Portlet-based Portal Design for Grid Systems. GCC Workshops 2006: 571-575 - [c18]Xiaoming Chen, Zhoujun Li, Yongzhen Zhuang, Jinsong Han, Lei Chen:
HAND: An Overlay Optimization Algorithm in Peer-to-Peer Systems. HPCC 2006: 290-299 - [c17]Lei Chen, Sule Gündüz, M. Tamer Özsu:
Mixed Type Audio Classification with Support Vector Machine. ICME 2006: 781-784 - [c16]Jie Lian, Kshirasagar Naik, Yunhao Liu, Lei Chen:
Virtual Surrounding Face Geocasting with Guaranteed Message Delivery for Ad Hoc and Sensor Networks. ICNP 2006: 198-207 - [c15]Prima Chairunnanda, Vivekanand Gopalkrishnan, Lei Chen:
Enhancing Edit Distance on Real Sequences Filters using Histogram Distance on Fixed Reference Ordering. ICPR (3) 2006: 582-585 - [c14]Wenwei Xue, Qiong Luo, Lei Chen, Yunhao Liu:
Contour map matching for event detection in sensor networks. SIGMOD Conference 2006: 145-156 - [c13]Xiang Lian, Lei Chen:
Efficient Methods on Predictions for Similarity Search over Stream Time Series. SSDBM 2006: 241-250 - 2005
- [c12]Jie Lian, Lei Chen, Kshirasagar Naik, M. Tamer Özsu, Gordon B. Agnew:
Localized routing trees for query processing in sensor networks. CIKM 2005: 259-260 - [c11]Lei Chen, M. Tamer Özsu, Vincent Oria:
Robust and Fast Similarity Search for Moving Object Trajectories. SIGMOD Conference 2005: 491-502 - [c10]Lei Chen, M. Tamer Özsu, Vincent Oria:
Using Multi-Scale Histograms to Answer Pattern Existence and Shape Match Queries. SSDBM 2005: 217-226 - 2004
- [j1]Lei Chen, M. Tamer Özsu, Vincent Oria:
MINDEX: An efficient index structure for salient-object-based queries in video databases. Multim. Syst. 10(1): 56-71 (2004) - [c9]Xinhua Lin, Xi-li Sun, Xinda Lu, Qianni Deng, Minglu Li, Hong Liu, Yang Qi, Lei Chen:
Recent Advances in CFD Grid Application Platform. IEEE SCC 2004: 588-591 - [c8]Lei Chen, M. Tamer Özsu:
Multi-Scale Histograms for Answering Queries over Time Series Data. ICDE 2004: 838 - [c7]Lei Chen, M. Tamer Özsu, Vincent Oria:
Symbolic representation and retrieval of moving object trajectories. Multimedia Information Retrieval 2004: 227-234 - [c6]Lei Chen, Raymond T. Ng:
On The Marriage of Lp-norms and Edit Distance. VLDB 2004: 792-803 - 2003
- [c5]Lei Chen, M. Tamer Özsu, Vincent Oria:
Modeling Video Data for Content Based Queries: Extending the DISIMA Image Data Model. MMM 2003: 169-189 - [c4]Lei Chen, Shariq J. Rizvi, M. Tamer Özsu:
Incorporating Audio Cues into Dialog and Action Scene Extraction. Storage and Retrieval for Media Databases 2003: 252-263 - 2002
- [c3]Lei Chen, M. Tamer Özsu:
Rule-based scene extraction from video. ICIP (2) 2002: 737-740 - [c2]Lei Chen, M. Tamer Özsu:
Modeling of video objects in a video databases. ICME (2) 2002: 217-220 - [c1]Lei Chen, Vincent Oria, M. Tamer Özsu:
A Multi-Level Index Structure for Video Databases. Multimedia Information Systems 2002: 28-37
Coauthor Index
[j309] [i116] [j290] [j287] [c339] [c335] [c334] [c328] [c323] [c316] [i99] [i86] [i76] [i75] [j272] [j269] [c309] [i66] [j241] [j236] [j230] [c282] [c279] [c274] [c273] [i57] [i53] [i48] [j228] [j221] [c257] [c255] [c243] [c235] [i43] [i41] [j213] [j209] [c223] [i32] [j178] [c204] [c203] [c202] [c201] [c200] [j167] [c191] [i23] [c169] [c164] [j134] [i14] [i12] [j117] [i10] [i9] [j93] [i7]
[i116] [i75] [j236] [j224] [j219] [j218] [c251] [j178] [j176] [c212] [c209] [c207] [c200] [c186] [c185] [c181] [i24] [i21] [j151] [c169] [e15] [e14] [i16] [j136] [j135] [j134] [i12] [j117] [j110] [i10] [i9] [j89] [i7] [j80] [j79] [c122] [b1] [j64] [j59] [c111] [j51] [j48] [j45] [j41] [j39] [c98] [c93] [c88] [c87] [j36] [j34] [j33] [j31] [j28] [c75] [j22] [j21] [j20] [j19] [j16] [c73] [c71] [c67] [c63] [j10] [j8] [j7] [c52] [c51] [c49] [c46] [c38] [c31] [c28] [c27] [c23] [c13]
[j305] [j282] [j264] [c301] [j247] [j242] [j231] [c276] [c262] [j229] [j220] [c248] [j206] [j203] [j196] [c225] [j193] [j181] [c199] [c198] [j166] [j162] [c192] [c188] [c187] [c175] [i22] [j159] [j156] [j155] [j152] [c168] [c166] [c165] [j138] [j132] [j126] [c160] [c157] [c156] [j124] [j123] [j121] [c151] [c150] [c147] [c143] [j93] [j91] [c141] [c139] [c132] [c131] [c117] [c115] [j61] [j60] [c107] [c103] [i3] [i2]
Chen Zhang 0013
aka: Chen Jason Zhang
aka: Chen Jason Zhang
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