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Gang Chen 0001

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affiliation: Zhejiang University, Database Laboratory, China

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Gang Chen — disambiguation page
Gang Chen 0002 (aka: Aaron Chen 0001) — Victoria University of Wellington, Unitec Institute of Technology, Auckland, New Zealand (and 1 more)
Gang Chen 0003 — Tsinghua University, Department of Automation, Beijing, China
Gang Chen 0004 — Lingcore Lab (and 1 more)
Gang Chen 0005 — Nanjing University, Department of Geographic Information Science, China
Gang Chen 0006 — Ningbo University, Institute of DSP and Software Techniques, China
Gang Chen 0007 — University of California Riverside, Department of Electrical Engineering, CA, USA (and 1 more)
Gang Chen 0008 — National Institute of Mental Health, Bethesda, MD, USA
Gang Chen 0009 — University of California Los Angeles, Speech Processing and Auditory Perception Laboratory, CA, USA
Gang Chen 0010 — Central South University, Changsha, China

Gang Chen 0011 — Huawei, Santa Clara, CA, USA (and 2 more)
Gang Chen 0012 — Fudan University, China
Gang Chen 0013 — Unilever R&D, Port Sunlight, UK
Gang Chen 0014 — Chongqing University, College of Automation, MOE Key Laboratory of Dependable Service Computing in Cyber Physical Society, China (and 1 more)
Gang Chen 0015 — The University of North Carolina at Charlotte, Department of Geography and Earth Sciences, NC, USA (and 2 more)
Gang Chen 0016 — Chinese Academie of Sciences, National Space Science Center, China
Gang Chen 0017 — Zhejiang University, State Key Laboratory of Industrial Control Technology, China
Gang Chen 0018 — Huazhong University of Science and Technology, School of Computer Science and Technology, China
Gang Chen 0019 — MIT, Mechanical Engineering Department, Cambridge, MA, USA
Gang Chen 0020 (aka: Michael Gang Chen) — University of California Los Angeles, Magma Design Automation, CA, USA
Gang Chen 0021 (aka: Gang (Jeff) Chen) — Medical College of Wisconsin, Department of Biophysics, Milwaukee, WI, USA
Gang Chen 0022 — National University of Singapore, Department of Electrical and Computer Engineering, Singapore
Gang Chen 0023 — Sun Yat-sen University, School of Data and Computer Science, Guangzhou, China (and 2 more)
Gang Chen 0024 — Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore (and 2 more)
Gang Chen 0025 — Sichuan University, School of Mathematics, Chengdu, China
Gang Chen 0026 — Wuhan University, School of Electronics and Information, China (and 1 more)
Gang Chen 0027 — University of California Riverside, Department of Electrical Engineering, CA, USA
Gang Chen 0028 — Tianjin University, School of Chemical Engineering and Technology, China
Gang Chen 0029 — Beijing University of Posts and Telecommunications, School of Automation, China
Gang Chen 0030 — Heriot-Watt University, Edinburgh, UK
Gang Chen 0031 — Fuzhou University, School of Mechanical Engineering and Automation, China
Gang Chen 0032 — SUNY at Buffalo, Department of Computer Science, NY, USA
Gang Chen 0033 — Nanjing University of Science and Technology, School of Mechanical Engineering, China (and 1 more)
Gang Chen 0034 — Shanghai Jiao Tong University, Department of Electronic Engineering, China
Gang Chen 0035 — State Grid Sichuan Electric Power Research Institute, Chengdu, China (and 1 more)
Gang Chen 0036 — Shanghai Jiaotong University, School of Mechanical Engineering, State Key Laboratory of Mechanical System and Vibration, China
Gang Chen 0037 — Zhengzhou University, Computer and artificial intelligence school, China
Gang Chen 0038 — Sun Yat-sen University, Business School, Guangzhou, China (and 1 more)
Gang Chen 0039 — Tsinghua University, Department of Computer Science and Technology, Natural Language Processing Group, China (and 1 more)

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2024
[j144]
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Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. Data Sci. Eng. 9(2): 204-219 (2024)
[j143]
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Yanchao Xu, Dongxiang Zhang, Shuhao Zhang, Sai Wu, Zexu Feng, Gang Chen:
Predictive and Near-Optimal Sampling for View Materialization in Video Databases. Proc. ACM Manag. Data 2(1): 19:1-19:27 (2024)
[j142]
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Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao:
PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3183-3198 (2024)
[j141]
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Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei:
Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. Proc. VLDB Endow. 17(5): 1020-1033 (2024)
[j140]
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Cheng Peng, Haobo Wang, Jue Wang, Lidan Shou, Ke Chen, Gang Chen, Chang Yao:
Learning Label-Adaptive Representation for Large-Scale Multi-Label Text Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2630-2640 (2024)
[j139]
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Chen Chen, Lingjuan Lyu, Han Yu, Gang Chen:
Practical Attribute Reconstruction Attack Against Federated Learning. IEEE Trans. Big Data 10(6): 851-863 (2024)
[j138]
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Zhe Pan, Xu Li, Shuibing He, Xuechen Zhang, Rui Wang, Yunjun Gao, Gang Chen, Xian-He Sun:
AMBEA: Aggressive Maximal Biclique Enumeration in Large Bipartite Graph Computing. IEEE Trans. Computers 73(12): 2664-2677 (2024)
[j137]
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Haobo Wang, Cheng Peng, Hede Dong, Lei Feng, Weiwei Liu, Tianlei Hu, Ke Chen, Gang Chen:
On the Value of Head Labels in Multi-Label Text Classification. ACM Trans. Knowl. Discov. Data 18(5): 124:1-124:21 (2024)
[j136]
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Bingxue Zhang, Gang Chen, Beng Chin Ooi, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Meihui Zhang:
Managing Metaverse Data Tsunami: Actionable Insights. IEEE Trans. Knowl. Data Eng. 36(12): 7423-7441 (2024)
[j135]
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Sai Wu, Meng Shi, Dongxiang Zhang, Junbo Zhao, Gongsheng Yuan, Gang Chen:
When Quantum Computing Meets Database: A Hybrid Sampling Framework for Approximate Query Processing. IEEE Trans. Knowl. Data Eng. 36(12): 9532-9546 (2024)
[j134]
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Fangcheng Qiu, Zhongxin Liu, Xing Hu, Xin Xia, Gang Chen, Xinyu Wang:
Vulnerability Detection via Multiple-Graph-Based Code Representation. IEEE Trans. Software Eng. 50(8): 2178-2199 (2024)
[j133]
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  - journals/vldb/LinCJSC24
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Hong Lin, Ke Chen, Dawei Jiang, Lidan Shou, Gang Chen:
Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain. VLDB J. 33(3): 807-831 (2024)
[j132]
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Hong Lin, Ke Chen, Dawei Jiang, Lidan Shou, Gang Chen:
Correction to: "Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain". VLDB J. 33(5): 1771 (2024)
[c207]
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  - conf/aaai/LiZWSC24
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Zepeng Li, Dongxiang Zhang, Sai Wu, Mingli Song, Gang Chen:
Sampling-Resilient Multi-Object Tracking. AAAI 2024: 3297-3305
[c206]
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  - conf/aaai/PengCS024
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Cheng Peng, Ke Chen, Lidan Shou, Gang Chen:
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. AAAI 2024: 14581-14589
[c205]
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  - conf/aaai/Peng0S024
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Cheng Peng, Ke Chen, Lidan Shou, Gang Chen:
Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. AAAI 2024: 14590-14598
[c204]
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  - conf/aaai/XiaZLHHCW24
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Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang:
A Separation and Alignment Framework for Black-Box Domain Adaptation. AAAI 2024: 16005-16013
[c203]
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  - conf/acl/Tang0DWF0W24
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Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang:
Learning Geometry-Aware Representations for New Intent Discovery. ACL (1) 2024: 5641-5654
[c202]
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  - conf/acl/YeHLW0024
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Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao:
Data Contamination Calibration for Black-box LLMs. ACL (Findings) 2024: 10845-10861
[c201]
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Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang:
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. ACL (Findings) 2024: 11065-11082
[c200]
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Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra:
Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. ACL (1) 2024: 11263-11282
[c199]
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  - conf/cikm/NiZD00CC24
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Dandan Ni, Sheng Zhang, Cong Deng, Han Liu, Gang Chen, Minhao Cheng, Hongyang Chen:
Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective. CIKM 2024: 1785-1794
[c198]
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  - conf/cvpr/XiaoFTZLCW24
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Ruixuan Xiao, Lei Feng, Kai Tang, Junbo Zhao, Yixuan Li, Gang Chen, Haobo Wang:
Targeted Representation Alignment for Open-World Semi-Supervised Learning. CVPR 2024: 23072-23082
[c197]
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  - conf/emnlp/Hu0PZWC024
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Xiaomeng Hu, Yiming Zhang, Ru Peng, Haozhe Zhang, Chenwei Wu, Gang Chen, Junbo Zhao:
Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection. EMNLP 2024: 1950-1959
[c196]
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  - conf/icde/DuYW0L24
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Xingyu Du, Gongsheng Yuan, Sai Wu, Gang Chen, Peng Lu:
In Situ Neural Relational Schema Matcher. ICDE 2024: 138-150
[c195]
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Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Zhanhao Zhao, Yeow Meng Chee, Gang Chen, Beng Chin Ooi:
FC: Adaptive Atomic Commit via Failure Detection. ICDE 2024: 2026-2039
[c194]
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  - conf/icde/ZengFCGZC24
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Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen:
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE 2024: 4628-4642
[c193]
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  - conf/iclr/XiaoZWXWHFZZS024
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Ziyang Xiao, Dongxiang Zhang, Yangjun Wu, Lilin Xu, Yuan Jessica Wang, Xiongwei Han, Xiaojin Fu, Tao Zhong, Jia Zeng, Mingli Song, Gang Chen:
Chain-of-Experts: When LLMs Meet Complex Operations Research Problems. ICLR 2024
[c192]
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  - conf/icml/XiaHWL00W24
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Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang:
Unbiased Multi-Label Learning from Crowdsourced Annotations. ICML 2024
[c191]
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  - conf/icpp/YangXZ00024
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Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen:
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. ICPP 2024: 722-731
[c190]
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  - conf/icpp/WuHZ0YCY0SC24
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Tong Wu, Shuibing He, Jianxin Zhu, Weijian Chen, Siling Yang, Ping Chen, Yanlong Yin, Xuechen Zhang, Xian-He Sun, Gang Chen:
AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. ICPP 2024: 1052-1061
[c189]
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  - conf/kdd/PengWCSYWC24
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Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen:
CoMAL: Contrastive Active Learning for Multi-Label Text Classification. KDD 2024: 2364-2375
[c188]
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Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. KDD 2024: 6025-6036
[c187]
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Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Yanlong Yin, Rui Wang, Lidan Shou, Mingli Song, Xian-He Sun, Gang Chen:
Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs. SC 2024: 100
[c186]
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  - conf/www/YeLWLWCZ24
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Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao:
Towards Cross-Table Masked Pretraining for Web Data Mining. WWW 2024: 4449-4459
[i70]
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  - journals/corr/abs-2403-04146
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Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning. CoRR abs/2403.04146 (2024)
[i69]
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  - journals/corr/abs-2403-06382
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Jiameng Bai, Sai Wu, Jie Song, Junbo Zhao, Gang Chen:
Pre-Trained Model Recommendation for Downstream Fine-tuning. CoRR abs/2403.06382 (2024)
[i68]
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  - journals/corr/abs-2404-10354
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Ruifeng Li, Dongzhan Zhou, Ancheng Shen, Ao Zhang, Mao Su, Mingqian Li, Hongyang Chen, Gang Chen, Yin Zhang, Shufei Zhang, Yuqiang Li, Wanli Ouyang:
Physical formula enhanced multi-task learning for pharmacokinetics prediction. CoRR abs/2404.10354 (2024)
[i67]
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  - journals/corr/abs-2405-00568
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Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu:
Powering In-Database Dynamic Model Slicing for Structured Data Analytics. CoRR abs/2405.00568 (2024)
[i66]
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  - journals/corr/abs-2405-03924
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Beng Chin Ooi, Shaofeng Cai, Gang Chen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao:
NeurDB: An AI-powered Autonomous Data System. CoRR abs/2405.03924 (2024)
[i65]
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  - journals/corr/abs-2405-11930
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Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao:
Data Contamination Calibration for Black-box LLMs. CoRR abs/2405.11930 (2024)
[i64]
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  - journals/corr/abs-2405-12511
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Gongsheng Yuan, Yuxing Chen, Jiaheng Lu, Sai Wu, Zhiwei Ye, Ling Qian, Gang Chen:
Quantum Computing for Databases: Overview and Challenges. CoRR abs/2405.12511 (2024)
[i63]
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  - journals/corr/abs-2405-19761
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Zhihao Chang, Linzhu Yu, Huan Li, Sai Wu, Gang Chen, Dongxiang Zhang:
Revisiting CNNs for Trajectory Similarity Learning. CoRR abs/2405.19761 (2024)
[i62]
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  - journals/corr/abs-2406-08756
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Ping Chen, Wenjie Zhang, Shuibing He, Yingjie Gu, Zhuwei Peng, Kexin Huang, Xuan Zhan, Weijian Chen, Yi Zheng, Zhefeng Wang, Yanlong Yin, Gang Chen:
Optimizing Large Model Training through Overlapped Activation Recomputation. CoRR abs/2406.08756 (2024)
[i61]
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  - journals/corr/abs-2406-15126
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Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang:
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. CoRR abs/2406.15126 (2024)
[i60]
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Lingxi Cui, Huan Li, Ke Chen, Lidan Shou, Gang Chen:
Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI. CoRR abs/2407.21523 (2024)
[i59]
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Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. CoRR abs/2408.00513 (2024)
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Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang:
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CoRR abs/2408.03013 (2024)
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Aofeng Su, Aowen Wang, Chao Ye, Chen Zhou, Ga Zhang, Gang Chen, Guangcheng Zhu, Haobo Wang, Haokai Xu, Hao Chen, Haoze Li, Haoxuan Lan, Jiaming Tian, Jing Yuan, Junbo Zhao, Junlin Zhou, Kaizhe Shou, Liangyu Zha, Lin Long, Liyao Li, Pengzuo Wu, Qi Zhang, Qingyi Huang, Saisai Yang, Tao Zhang, Wentao Ye, Wufang Zhu, Xiaomeng Hu, Xijun Gu, Xinjie Sun, Xiang Li, Yuhang Yang, Zhiqing Xiao:
TableGPT2: A Large Multimodal Model with Tabular Data Integration. CoRR abs/2411.02059 (2024)
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Hong Lin, Shixin Wan, Zhongle Xie, Ke Chen, Meihui Zhang, Lidan Shou, Gang Chen:
A Comprehensive Study of Shapley Value in Data Analytics. CoRR abs/2412.01460 (2024)
2023
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Wentao Zhang, Yanchao Xu, Aowen Wang, Gang Chen, Junbo Zhao:
Fuse feeds as one: cross-modal framework for general identification of AMPs. Briefings Bioinform. 24(6) (2023)
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Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen:
Distributional constraint discovery for intelligent auditing. Knowl. Inf. Syst. 65(12): 5195-5229 (2023)
[j129]
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Xiu Tang, Sai Wu, Dongxiang Zhang, Feifei Li, Gang Chen:
Detecting Logic Bugs of Join Optimizations in DBMS. Proc. ACM Manag. Data 1(1): 55:1-55:26 (2023)
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Jiani Yang, Sai Wu, Dongxiang Zhang, Jian Dai, Feifei Li, Gang Chen:
Rethinking Learned Cost Models: Why Start from Scratch? Proc. ACM Manag. Data 1(4): 255:1-255:27 (2023)
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Zhanhao Zhao, Hexiang Pan, Gang Chen, Xiaoyong Du, Wei Lu, Beng Chin Ooi:
VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation. Proc. ACM Manag. Data 1(4): 270:1-270:27 (2023)
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Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency. Proc. VLDB Endow. 16(6): 1359-1371 (2023)
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Cong Yue, Meihui Zhang, Changhao Zhu, Gang Chen, Dumitrel Loghin, Beng Chin Ooi:
VeriBench: Analyzing the Performance of Database Systems with Verifiability. Proc. VLDB Endow. 16(9): 2145-2157 (2023)
[j124]
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Yuncheng Wu, Naili Xing, Gang Chen, Tien Tuan Anh Dinh, Zhaojing Luo, Beng Chin Ooi, Xiaokui Xiao, Meihui Zhang:
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System. Proc. VLDB Endow. 16(10): 2471-2484 (2023)
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Fei Xiao, Yuncheng Wu, Meihui Zhang, Gang Chen, Beng Chin Ooi:
MINT: Detecting Fraudulent Behaviors from Time-series Relational Data. Proc. VLDB Endow. 16(12): 3610-3623 (2023)
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Ziyang Xiao, Dongxiang Zhang, Zepeng Li, Sai Wu, Kian-Lee Tan, Gang Chen:
DoveDB: A Declarative and Low-Latency Video Database. Proc. VLDB Endow. 16(12): 3906-3909 (2023)
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Xiu Tang, Sai Wu, Dongxiang Zhang, Ziyue Wang, Gongsheng Yuan, Gang Chen:
A Demonstration of DLBD: Database Logic Bug Detection System. Proc. VLDB Endow. 16(12): 3914-3917 (2023)
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Yuchen Peng, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen:
AQUA: Automatic Collaborative Query Processing in Analytical Database. Proc. VLDB Endow. 16(12): 4006-4009 (2023)
[j119]
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Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Meng Shi, Gang Chen, Feifei Li:
SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments. Proc. VLDB Endow. 17(3): 278-291 (2023)
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Dongxiang Zhang, Teng Ma, Junnan Hu, Yijun Bei, Kian-Lee Tan, Gang Chen:
Co-movement Pattern Mining from Videos. Proc. VLDB Endow. 17(3): 604-616 (2023)
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Chen Chen, Jingfeng Zhang, Xilie Xu, Lingjuan Lyu, Chaochao Chen, Tianlei Hu, Gang Chen:
Decision Boundary-Aware Data Augmentation for Adversarial Training. IEEE Trans. Dependable Secur. Comput. 20(3): 1882-1894 (2023)
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Xiang Wen, Shiwei Zhao, Haobo Wang, Runze Wu, Manhu Qu, Tianlei Hu, Gang Chen, Jianrong Tao, Changjie Fan:
Multi-Source Multi-Label Learning for User Profiling in Online Games. IEEE Trans. Multim. 25: 4135-4147 (2023)
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Dongxiang Zhang, Zhihao Chang, Dingyu Yang, Dongsheng Li, Kian-Lee Tan, Ke Chen, Gang Chen:
SQUID: subtrajectory query in trillion-scale GPS database. VLDB J. 32(4): 887-904 (2023)
[c185]
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Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen:
Human-in-the-Loop Vehicle ReID. AAAI 2023: 6048-6055
[c184]
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Jue Wang, Dajie Dong, Lidan Shou, Ke Chen, Gang Chen:
Effective Continual Learning for Text Classification with Lightweight Snapshots. AAAI 2023: 10122-10130
[c183]
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Dongxiang Zhang, Ziyang Xiao, Yuan Wang, Mingli Song, Gang Chen:
Neural TSP Solver with Progressive Distillation. AAAI 2023: 12147-12154
[c182]
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Yangjun Wu, Kebin Fang, Dongxiang Zhang, Han Wang, Hao Zhang, Gang Chen:
TLM: Token-Level Masking for Transformers. EMNLP 2023: 14099-14111
[c181]
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Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang:
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. EMNLP 2023: 14520-14535
[c180]
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Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen:
iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. HPCA 2023: 220-232
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Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song:
ModelGiF: Gradient Fields for Model Functional Distance. ICCV 2023: 6102-6112
[c178]
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  - conf/icde/Ooi0STTXYZ023
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Beng Chin Ooi, Gang Chen, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang:
The Metaverse Data Deluge: What Can We Do About It? ICDE 2023: 3675-3687
[c177]
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Liyao Li, Haobo Wang, Liangyu Zha, Qingyi Huang, Sai Wu, Gang Chen, Junbo Zhao:
Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering. ICLR 2023
[c176]
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Yuchen Liu, Chen Chen, Lingjuan Lyu, Fangzhao Wu, Sai Wu, Gang Chen:
Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting. ICML 2023: 21404-21425
[c175]
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Jianan Yang, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao:
Towards Controlled Data Augmentations for Active Learning. ICML 2023: 39524-39542
[c174]
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Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen:
Deep Partial Multi-Label Learning with Graph Disambiguation. IJCAI 2023: 4308-4316
[c173]
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Ruixuan Xiao, Yiwen Dong, Haobo Wang, Lei Feng, Runze Wu, Gang Chen, Junbo Zhao:
ProMix: Combating Label Noise via Maximizing Clean Sample Utility. IJCAI 2023: 4442-4450
[c172]
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  - conf/infocom/FangLCHRC23
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Xinyue Fang, Jianwei Liu, Yike Chen, Jinsong Han, Kui Ren, Gang Chen:
Nowhere to Hide: Detecting Live Video Forgery via Vision-WiFi Silhouette Correspondence. INFOCOM 2023: 1-10
[c171]
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Haobo Wang, Yiwen Dong, Ruixuan Xiao, Fei Huang, Gang Chen, Junbo Zhao:
Debiased and Denoised Entity Recognition from Distant Supervision. NeurIPS 2023
[c170]
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Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao:
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation. NeurIPS 2023
[c169]
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  - conf/sc/PanHLZWC23
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Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Gang Chen:
Efficient Maximal Biclique Enumeration on GPUs. SC 2023: 16:1-16:13
[c168]
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  - conf/sigmod/00190SJC23
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Jue Wang, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen:
SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. SIGMOD Conference Companion 2023: 135-138
[c167]
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Gongsheng Yuan, Jiaheng Lu, Yuxing Chen, Sai Wu, Chang Yao, Zhengtong Yan, Tuodu Li, Gang Chen:
Quantum Computing for Databases: A Short Survey and Vision. VLDB Workshops 2023
[c166]
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Lilong Wen, Yingrong Wang, Dongxiang Zhang, Gang Chen:
Visual Matching is Enough for Scene Text Retrieval. WSDM 2023: 447-455
[c165]
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  - conf/www/LuWYYYZ0Z23
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Guoshan Lu, Haobo Wang, Saisai Yang, Jing Yuan, Guozheng Yang, Cheng Zang, Gang Chen, Junbo Zhao:
Catch: Collaborative Feature Set Search for Automated Feature Engineering. WWW 2023: 1886-1896
[i55]
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  - journals/corr/abs-2302-04500
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Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Yeow Meng Chee, Gang Chen, Beng Chin Ooi:
FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions. CoRR abs/2302.04500 (2023)
[i54]
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  - journals/corr/abs-2302-06079
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Yuchen Liu, Chen Chen, Lingjuan Lyu, Fangzhao Wu, Sai Wu, Gang Chen:
GAIN: Enhancing Byzantine Robustness in Federated Learning with Gradient Decomposition. CoRR abs/2302.06079 (2023)
[i53]
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  - journals/corr/abs-2304-05265
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Jianan Yang, Haobo Wang, Ruixuan Xiao, Sai Wu, Gang Chen, Junbo Zhao:
Controllable Textual Inversion for Personalized Text-to-Image Generation. CoRR abs/2304.05265 (2023)
[i52]
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Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen:
Deep Partial Multi-Label Learning with Graph Disambiguation. CoRR abs/2305.05882 (2023)
[i51]
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  - journals/corr/abs-2305-10235
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Wentao Ye, Mingfeng Ou, Tianyi Li, Yipeng Chen, Xuetao Ma, Yifan Yanggong, Sai Wu, Jie Fu, Gang Chen, Haobo Wang, Junbo Zhao:
Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility. CoRR abs/2305.10235 (2023)
[i50]
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Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao:
CT-BERT: Learning Better Tabular Representations Through Cross-Table Pre-training. CoRR abs/2307.04308 (2023)
[i49]
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Liangyu Zha, Junlin Zhou, Liyao Li, Rui Wang, Qingyi Huang, Saisai Yang, Jing Yuan, Changbao Su, Xiang Li, Aofeng Su, Tao Zhang, Chen Zhou, Kaizhe Shou, Miao Wang, Wufang Zhu, Guoshan Lu, Chao Ye, Yali Ye, Wentao Ye, Yiming Zhang, Xinglong Deng, Jie Xu, Haobo Wang, Gang Chen, Junbo Zhao:
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT. CoRR abs/2307.08674 (2023)
[i48]
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Dongxiang Zhang, Teng Ma, Junnan Hu, Yijun Bei, Kian-Lee Tan, Gang Chen:
Co-movement Pattern Mining from Videos. CoRR abs/2308.05370 (2023)
[i47]
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Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra:
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. CoRR abs/2309.08168 (2023)
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Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song:
ModelGiF: Gradient Fields for Model Functional Distance. CoRR abs/2309.11013 (2023)
[i45]
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  - journals/corr/abs-2310-17594
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Zhiqing Xiao, Haobo Wang, Ying Jin, Lei Feng, Gang Chen, Fei Huang, Junbo Zhao:
SPA: A Graph Spectral Alignment Perspective for Domain Adaptation. CoRR abs/2310.17594 (2023)
[i44]
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Yangjun Wu, Kebin Fang, Dongxiang Zhang, Han Wang, Hao Zhang, Gang Chen:
TLM: Token-Level Masking for Transformers. CoRR abs/2310.18738 (2023)
[i43]
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Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang:
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. CoRR abs/2311.15614 (2023)
[i42]
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Cheng Peng, Ke Chen, Lidan Shou, Gang Chen:
CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-modal Multi-label Emotion Recognition. CoRR abs/2312.10201 (2023)
2022
[j114]
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Sai Wu, Ying Li, Haoqi Zhu, Junbo Zhao, Gang Chen:
Dynamic Index Construction with Deep Reinforcement Learning. Data Sci. Eng. 7(2): 87-101 (2022)
[j113]
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Zhifei Pang, Sai Wu, Gang Chen, Lidan Shou, Ke Chen, Bingsheng He:
A Stack-Centric Processing Model for Iterative Processing. IEEE Trans. Big Data 8(2): 318-331 (2022)
[j112]
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Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen:
Continuous Trajectory Similarity Search for Online Outlier Detection. IEEE Trans. Knowl. Data Eng. 34(10): 4690-4704 (2022)
[j111]
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Dongxiang Zhang, Zepeng Li, Xiaoli Wang, Kian-Lee Tan, Gang Chen:
Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks. IEEE Trans. Knowl. Data Eng. 34(12): 6018-6032 (2022)
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  - conf/acl/001900SM22
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Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley:
SkipBERT: Efficient Inference with Shallow Layer Skipping. ACL (1) 2022: 7287-7301
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Zhebin Zhang, Peng Lu, Dawei Jiang, Gang Chen:
TraVL: Transferring Pre-trained Visual-Linguistic Models for Cross-Lingual Image Captioning. APWeb/WAIM (2) 2022: 341-355
[c162]
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Zheng Dang, Shuibing He, Peiyi Hong, Zhenxin Li, Xuechen Zhang, Xian-He Sun, Gang Chen:
NVAlloc: rethinking heap metadata management in persistent memory allocators. ASPLOS 2022: 115-127
[c161]
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Yangjun Wu, Han Wang, Dongxiang Zhang, Gang Chen, Hao Zhang:
Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling. COLING 2022: 7203-7208
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Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen:
Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract). ICDE 2022: 1501-1502
[c159]
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  - conf/icde/LinWZDLC22
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Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Feifei Li, Gang Chen:
A Comparative Study of in-Database Inference Approaches. ICDE 2022: 1794-1807
[c158]
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Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao:
PiCO: Contrastive Label Disambiguation for Partial Label Learning. ICLR 2022
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Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen:
IceBerg: Deep Generative Modeling for Constraint Discovery and Anomaly Detection. ISPA/BDCloud/SocialCom/SustainCom 2022: 74-81
[c156]
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Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao:
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning. NeurIPS 2022
[c155]
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  - conf/sigmod/TangWSY0022
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Xiu Tang, Sai Wu, Mingli Song, Shanshan Ying, Feifei Li, Gang Chen:
PreQR: Pre-training Representation for SQL Understanding. SIGMOD Conference 2022: 204-216
[c154]
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  - conf/www/ZhangWZX0G022
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Jingtian Zhang, Sai Wu, Junbo Zhao, Zhongle Xie, Feifei Li, Yusong Gao, Gang Chen:
A Sampling-based Learning Framework for Big Databases. WWW 2022: 1871-1881
[i41]
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  - journals/corr/abs-2201-08984
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Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao:
PiCO: Contrastive Label Disambiguation for Partial Label Learning. CoRR abs/2201.08984 (2022)
[i40]
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  - journals/corr/abs-2205-06941
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Dumitrel Loghin, Tien Tuan Anh Dinh, Aung Maw, Gang Chen, Yong Meng Teo, Beng Chin Ooi:
Blockchain Goes Green? Part II: Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge. CoRR abs/2205.06941 (2022)
[i39]
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  - journals/corr/abs-2206-10326
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Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung, Gang Chen, Mike Zheng Shou, Xiaokui Xiao, Meihui Zhang:
Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective. CoRR abs/2206.10326 (2022)
[i38]
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  - journals/corr/abs-2207-00944
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Cong Yue, Tien Tuan Anh Dinh, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Xiaokui Xiao:
GlassDB: Practical Verifiable Ledger Database Through Transparency. CoRR abs/2207.00944 (2022)
[i37]
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  - journals/corr/abs-2209-10365
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Haobo Wang, Mingxuan Xia, Yixuan Li, Yuren Mao, Lei Feng, Gang Chen, Junbo Zhao:
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning. CoRR abs/2209.10365 (2022)
2021
[j110]
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Zhebin Zhang, Sai Wu, Dawei Jiang, Gang Chen:
BERT-JAM: Maximizing the utilization of BERT for neural machine translation. Neurocomputing 460: 84-94 (2021)
[j109]
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Zhebin Zhang, Dajie Dong, Yuhang Ma, Yilong Ying, Dawei Jiang, Ke Chen, Lidan Shou, Gang Chen:
Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain. Proc. VLDB Endow. 14(12): 2659-2662 (2021)
[j108]
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Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang:
Improving Data Analytics with Fast and Adaptive Regularization. IEEE Trans. Knowl. Data Eng. 33(2): 551-568 (2021)
[j107]
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Sai Wu, Zhifei Pang, Gang Chen, Yunjun Gao, Cenjiong Zhao, Shili Xiang:
NEIST: A Neural-Enhanced Index for Spatio-Temporal Queries. IEEE Trans. Knowl. Data Eng. 33(4): 1659-1673 (2021)
[j106]
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Yunjun Gao, Tianming Zhang, Linshan Qiu, Qingyuan Linghu, Gang Chen:
Time-Respecting Flow Graph Pattern Matching on Temporal Graphs. IEEE Trans. Knowl. Data Eng. 33(10): 3453-3467 (2021)
[j105]
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Pingcheng Ruan, Tien Tuan Anh Dinh, Qian Lin, Meihui Zhang, Gang Chen, Beng Chin Ooi:
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains. VLDB J. 30(1): 3-24 (2021)
[c153]
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  - conf/aaai/00190SWC21
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Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen:
Effective Slot Filling via Weakly-Supervised Dual-Model Learning. AAAI 2021: 13952-13960
[c152]
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  - conf/cluster/ChenHZCHYSC21
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Ping Chen, Shuibing He, Xuechen Zhang, Shuaiben Chen, Peiyi Hong, Yanlong Yin, Xian-He Sun, Gang Chen:
CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs. CLUSTER 2021: 271-282
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Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou:
Learning to Label with Active Learning and Reinforcement Learning. DASFAA (2) 2021: 549-557
[c150]
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  - conf/icde/FangDCHGC21
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Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen:
E²DTC: An End to End Deep Trajectory Clustering Framework via Self-Training. ICDE 2021: 696-707
[c149]
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Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi:
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. ICDE 2021: 1655-1666
[c148]
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Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang:
A Learning to Tune Framework for LSH. ICDE 2021: 2201-2206
[c147]
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Junbo Zhao, Mingfeng Ou, Linji Xue, Yunkai Cui, Sai Wu, Gang Chen:
Joining datasets via data augmentation in the label space for neural networks. ICML 2021: 12686-12696
[c146]
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  - conf/kdd/Yin0S021
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Yu Yin, Ke Chen, Lidan Shou, Gang Chen:
Defending Privacy Against More Knowledgeable Membership Inference Attackers. KDD 2021: 2026-2036
[c145]
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Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi:
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. ACM Multimedia 2021: 1293-1302
[c144]
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Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng:
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. ACM Multimedia 2021: 3024-3033
[c143]
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  - conf/sigmod/CaiZ0JOZ21
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Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
ARM-Net: Adaptive Relation Modeling Network for Structured Data. SIGMOD Conference 2021: 207-220
[c142]
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Pingcheng Ruan, Tien Tuan Anh Dinh, Dumitrel Loghin, Meihui Zhang, Gang Chen, Qian Lin, Beng Chin Ooi:
Blockchains vs. Distributed Databases: Dichotomy and Fusion. SIGMOD Conference 2021: 1504-1517
[c141]
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Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao:
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference 2021: 2156-2168
[c140]
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Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi:
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. SIGMOD Conference 2021: 2208-2216
[i36]
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  - journals/corr/abs-2102-07327
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Chen Chen, Jingfeng Zhang, Xilie Xu, Tianlei Hu, Gang Niu, Gang Chen, Masashi Sugiyama:
Guided Interpolation for Adversarial Training. CoRR abs/2102.07327 (2021)
[i35]
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  - journals/corr/abs-2103-16196
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Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi:
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. CoRR abs/2103.16196 (2021)
[i34]
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  - journals/corr/abs-2106-04525
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Jimin Tan, Jianan Yang, Sai Wu, Gang Chen, Jake Zhao:
A critical look at the current train/test split in machine learning. CoRR abs/2106.04525 (2021)
[i33]
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Jake Zhao, Mingfeng Ou, Linji Xue, Yunkai Cui, Sai Wu, Gang Chen:
Joining datasets via data augmentation in the label space for neural networks. CoRR abs/2106.09260 (2021)
[i32]
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  - journals/corr/abs-2107-01830
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Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
ARM-Net: Adaptive Relation Modeling Network for Structured Data. CoRR abs/2107.01830 (2021)
[i31]
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  - journals/corr/abs-2108-02572
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Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi:
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. CoRR abs/2108.02572 (2021)
[i30]
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  - journals/corr/abs-2109-04284
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Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng:
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. CoRR abs/2109.04284 (2021)
[i29]
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  - journals/corr/abs-2111-11872
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Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo:
Real-time intelligent big data processing: technology, platform, and applications. CoRR abs/2111.11872 (2021)
2020
[j104]
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  - journals/eswa/ZhangSWCC20
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Jingtian Zhang, Lidan Shou, Sai Wu, Gang Chen, Ke Chen:
A two-phase approach for unexpected pattern mining. Expert Syst. Appl. 141 (2020)
[j103]
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Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen:
HAM: a deep collaborative ranking method incorporating textual information. Frontiers Inf. Technol. Electron. Eng. 21(8): 1206-1216 (2020)
[j102]
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Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi:
Privacy Preserving Vertical Federated Learning for Tree-based Models. Proc. VLDB Endow. 13(11): 2090-2103 (2020)
[j101]
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Pingcheng Ruan, Tien Tuan Anh Dinh, Qian Lin, Meihui Zhang, Gang Chen, Beng Chin Ooi:
Revealing Every Story of Data in Blockchain Systems. SIGMOD Rec. 49(1): 70-77 (2020)
[j100]
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Huan Li, Hua Lu, Gang Chen, Ke Chen, Qinkuang Chen, Lidan Shou:
Toward Translating Raw Indoor Positioning Data into Mobility Semantics. Trans. Data Sci. 1(4): 26:1-26:37 (2020)
[j99]
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  - journals/tkde/LoghinCCDFLNOST20
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Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-Driven Technologies and Applications. IEEE Trans. Knowl. Data Eng. 32(6): 1179-1198 (2020)
[j98]
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Xiaoye Miao, Yunjun Gao, Guanhua Mai, Gang Chen, Qing Li:
On Efficiently Monitoring Continuous Aggregate k Nearest Neighbors in Road Networks. IEEE Trans. Mob. Comput. 19(7): 1664-1676 (2020)
[c139]
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Haobo Wang, Chen Chen, Weiwei Liu, Ke Chen, Tianlei Hu, Gang Chen:
Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification. AAAI 2020: 6178-6185
[c138]
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Jue Wang, Lidan Shou, Ke Chen, Gang Chen:
Pyramid: A Layered Model for Nested Named Entity Recognition. ACL 2020: 5918-5928
[c137]
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  - conf/icbk/ZhangWCJ20
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Zhebin Zhang, Sai Wu, Gang Chen, Dawei Jiang:
Self-Attention and Dynamic Convolution Hybrid Model for Neural Machine Translation. ICKG 2020: 352-359
[c136]
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  - conf/icde/XieYYZCO20
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Zhongle Xie, Hongbin Ying, Cong Yue, Meihui Zhang, Gang Chen, Beng Chin Ooi:
Cool, a COhort OnLine analytical processing system. ICDE 2020: 577-588
[c135]
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  - conf/icde/00030CS020
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Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou, Gang Chen:
Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks. ICDE 2020: 1441-1452
[c134]
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  - conf/icde/YangGL0W020
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Keyu Yang, Yunjun Gao, Lei Liang, Bin Yao, Shiting Wen, Gang Chen:
Towards Factorized SVM with Gaussian Kernels over Normalized Data. ICDE 2020: 1453-1464
[c133]
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  - conf/icde/LinYDCCORWXZV20
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Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans:
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. ICDE 2020: 1718-1721
[c132]
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  - conf/ijcai/WangLHH0HC20
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Haobo Wang, Zhao Li, Jiaming Huang, Pengrui Hui, Weiwei Liu, Tianlei Hu, Gang Chen:
Collaboration Based Multi-Label Propagation for Fraud Detection. IJCAI 2020: 2477-2483
[c131]
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Haobo Wang, Weiwei Liu, Yang Zhao, Tianlei Hu, Ke Chen, Gang Chen:
Learning From Multi-Dimensional Partial Labels. IJCAI 2020: 2943-2949
[c130]
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  - conf/pakdd/WangZ0HC20
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Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen:
Off-Policy Recommendation System Without Exploration. PAKDD (1) 2020: 16-27
[c129]
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  - conf/pkdd/WangQ00HLC20
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Haobo Wang, Yuzhou Qiang, Chen Chen, Weiwei Liu, Tianlei Hu, Zhao Li, Gang Chen:
Online Partial Label Learning. ECML/PKDD (2) 2020: 455-470
[c128]
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  - conf/sigmod/RuanLTZCO20
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Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi:
A Transactional Perspective on Execute-order-validate Blockchains. SIGMOD Conference 2020: 543-557
[c127]
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Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao:
Analysis of Indexing Structures for Immutable Data. SIGMOD Conference 2020: 925-935
[c126]
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Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang Chen:
AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases. SIGMOD Conference 2020: 2697-2700
[i28]
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  - journals/corr/abs-2003-02090
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Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao:
Analysis of Indexing Structures for Immutable Data. CoRR abs/2003.02090 (2020)
[i27]
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  - journals/corr/abs-2003-10064
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Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi:
A Transactional Perspective on Execute-order-validate Blockchains. CoRR abs/2003.10064 (2020)
[i26]
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  - journals/corr/abs-2004-07585
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Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans:
ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. CoRR abs/2004.07585 (2020)
[i25]
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  - journals/corr/abs-2006-08259
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Chen Chen, Jingfeng Zhang, Anthony K. H. Tung, Mohan S. Kankanhalli, Gang Chen:
Robust Federated Recommendation System. CoRR abs/2006.08259 (2020)
[i24]
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  - journals/corr/abs-2008-06170
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Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi:
Privacy Preserving Vertical Federated Learning for Tree-based Models. CoRR abs/2008.06170 (2020)
[i23]
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  - journals/corr/abs-2010-10246
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Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi:
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. CoRR abs/2010.10246 (2020)
[i22]
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  - journals/corr/abs-2011-04266
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Zhebin Zhang, Sai Wu, Dawei Jiang, Gang Chen:
BERT-JAM: Boosting BERT-Enhanced Neural Machine Translation with Joint Attention. CoRR abs/2011.04266 (2020)
[i21]
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  - journals/corr/abs-2011-11160
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Hong Lin, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
LINDT: Tackling Negative Federated Learning with Local Adaptation. CoRR abs/2011.11160 (2020)

2010 – 2019

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2019
[j97]
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Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo:
Real-time intelligent big data processing: technology, platform, and applications. Sci. China Inf. Sci. 62(8): 82101:1-82101:12 (2019)
[j96]
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Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang:
5G: Agent for Further Digital Disruptive Transformations. IEEE Data Eng. Bull. 42(3): 9-12 (2019)
[j95]
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Ying Yu, Ke Chen, Lidan Shou, Gang Chen, Xiaofan Wu:
基于关键词和关键句抽取的用户评论情感分析 (Sentiment Analysis of User Comments Based on Extraction of Key Words and Key Sentences). 计算机科学 46(10): 19-26 (2019)
[j94]
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Ping Zhao, Lidan Shou, Ke Chen, Gang Chen, Xiaofan Wu:
面向局域检索的时变图数据存储与查询模型 (Storage and Query Model for Localized Search on Temporal Graph Data). 计算机科学 46(10): 186-194 (2019)
[j93]
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Pai Peng, Xiaoling Gu, Suguo Zhu, Lidan Shou, Gang Chen:
One net to rule them all: efficient recognition and retrieval of POI from geo-tagged photos. Multim. Tools Appl. 78(17): 24347-24371 (2019)
[j92]
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Jinxiong Ren, Gang Chen, Xiaoyan Li, Kuang Mao:
Striped-texture image segmentation with application to multimedia security. Multim. Tools Appl. 78(19): 26965-26978 (2019)
[j91]
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  - journals/pvldb/Ruan0DLOZ19
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Pingcheng Ruan, Gang Chen, Anh Dinh, Qian Lin, Beng Chin Ooi, Meihui Zhang:
Fine-Grained, Secure and Efficient Data Provenance for Blockchain. Proc. VLDB Endow. 12(9): 975-988 (2019)
[j90]
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Jingtian Zhang, Sai Wu, Zeyuan Tan, Gang Chen, Zhushi Cheng, Wei Cao, Yusong Gao, Xiaojie Feng:
S3: A Scalable In-memory Skip-List Index for Key-Value Store. Proc. VLDB Endow. 12(12): 2183-2194 (2019)
[j89]
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Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao:
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. 13(2): 86-99 (2019)
[j88]
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  - journals/pvldb/ZhouSCHC19
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Xinjing Zhou, Lidan Shou, Ke Chen, Wei Hu, Gang Chen:
DPTree: Differential Indexing for Persistent Memory. Proc. VLDB Endow. 13(4): 421-434 (2019)
[j87]
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  - journals/tbd/CaiZGCOTW19
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Qingchao Cai, Hao Zhang, Wentian Guo, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Weng-Fai Wong:
MemepiC: Towards a Unified In-Memory Big Data Management System. IEEE Trans. Big Data 5(1): 4-17 (2019)
[j86]
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Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen:
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. IEEE Trans. Knowl. Data Eng. 31(11): 2108-2123 (2019)
[j85]
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  - journals/tmm/GuWSPCK19
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Xiaoling Gu, Yongkang Wong, Lidan Shou, Pai Peng, Gang Chen, Mohan S. Kankanhalli:
Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis. IEEE Trans. Multim. 21(6): 1524-1537 (2019)
[c125]
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  - conf/aaai/ChenW0ZH019
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Chen Chen, Haobo Wang, Weiwei Liu, Xingyuan Zhao, Tianlei Hu, Gang Chen:
Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification. AAAI 2019: 3304-3311
[c124]
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Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen:
CAMO: A Collaborative Ranking Method for Content Based Recommendation. AAAI 2019: 5224-5231
[c123]
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  - conf/cikm/PangWZG019
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Zhifei Pang, Sai Wu, Dongxiang Zhang, Yunjun Gao, Gang Chen:
NAD: Neural Network Aided Design for Textile Pattern Generation. CIKM 2019: 2081-2084
[c122]
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  - conf/icde/YangGMCW019
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Keyu Yang, Yunjun Gao, Rui Ma, Lu Chen, Sai Wu, Gang Chen:
DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces. ICDE 2019: 1346-1357
[c121]
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Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen:
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. ICDE 2019: 2127-2128
[c120]
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  - conf/icde/MiaoGGC19
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Xiaoye Miao, Yunjun Gao, Su Guo, Gang Chen:
On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract). ICDE 2019: 2131-2132
[c119]
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Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen:
Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. ICDE 2019: 2139-2140
[c118]
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Haobo Wang, Weiwei Liu, Yang Zhao, Chen Zhang, Tianlei Hu, Gang Chen:
Discriminative and Correlative Partial Multi-Label Learning. IJCAI 2019: 3691-3697
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Ke Chen, Lei Feng, Qingkuang Chen, Gang Chen, Lidan Shou:
EXACT: Attributed Entity Extraction By Annotating Texts. SIGIR 2019: 1349-1352
[i20]
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Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao:
Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR abs/1904.01831 (2019)
[i19]
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Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi:
Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR abs/1904.03392 (2019)
[i18]
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Dumitrel Loghin, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi, Yong Meng Teo:
Blockchain Goes Green? An Analysis of Blockchain on Low-Power Nodes. CoRR abs/1905.06520 (2019)
[i17]
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Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan:
Database Meets Deep Learning: Challenges and Opportunities. CoRR abs/1906.08986 (2019)
[i16]
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Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang:
The Disruptions of 5G on Data-driven Technologies and Applications. CoRR abs/1909.08096 (2019)
[i15]
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Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang:
5G: Agent for Further Digital Disruptive Transformations. CoRR abs/1909.10152 (2019)
[i14]
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Pingcheng Ruan, Gang Chen, Tien Tuan Anh Dinh, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Meihui Zhang:
Blockchains and Distributed Databases: a Twin Study. CoRR abs/1910.01310 (2019)
[i13]
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Sai Wu, Xinyi Yu, Gang Chen, Yusong Gao, Xiaojie Feng, Wei Cao:
Progressive Neural Index Search for Database System. CoRR abs/1912.07001 (2019)
2018
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Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi, Yuting Gu:
DIM: a distributed air index based on MapReduce for spatial query processing in road networks. EURASIP J. Wirel. Commun. Netw. 2018: 280 (2018)
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Ran Jin, Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi:
An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. KSII Trans. Internet Inf. Syst. 12(6): 2761-2781 (2018)
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Rong Wang, Tianlei Hu, Gang Chen:
Where Do Local Experts Go? Evaluating User Geo-Topical Similarity for Top-N Place Recommendation. J. Comput. Sci. Technol. 33(1): 190-206 (2018)
[j81]
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Qingchao Cai, Zhongle Xie, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
Effective Temporal Dependence Discovery in Time Series Data. Proc. VLDB Endow. 11(8): 893-905 (2018)
[j80]
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Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan:
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. Proc. VLDB Endow. 11(10): 1137-1150 (2018)
[j79]
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Qingchao Cai, Wentian Guo, Hao Zhang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Yong Meng Teo, Sheng Wang:
Efficient Distributed Memory Management with RDMA and Caching. Proc. VLDB Endow. 11(11): 1604-1617 (2018)
[j78]
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Huan Li, Hua Lu, Feichao Shi, Gang Chen, Ke Chen, Lidan Shou:
TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics. Proc. VLDB Endow. 11(12): 1918-1921 (2018)
[j77]
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Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad:
Rafiki: Machine Learning as an Analytics Service System. Proc. VLDB Endow. 12(2): 128-140 (2018)
[j76]
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Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, Ji Wang:
Untangling Blockchain: A Data Processing View of Blockchain Systems. IEEE Trans. Knowl. Data Eng. 30(7): 1366-1385 (2018)
[j75]
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Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen:
In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. IEEE Trans. Knowl. Data Eng. 30(8): 1481-1495 (2018)
[j74]
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Xiaoye Miao, Yunjun Gao, Su Guo, Gang Chen:
On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks. IEEE Trans. Knowl. Data Eng. 30(9): 1697-1711 (2018)
[j73]
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Jingwen Zhao, Yunjun Gao, Gang Chen, Rui Chen:
Towards Efficient Framework for Time-Aware Spatial Keyword Queries on Road Networks. ACM Trans. Inf. Syst. 36(3): 24:1-24:48 (2018)
[c116]
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Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee:
Adaptive Lightweight Regularization Tool for Complex Analytics. ICDE 2018: 485-496
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Zhongle Xie, Qingchao Cai, Gang Chen, Rui Mao, Meihui Zhang:
A Comprehensive Performance Evaluation of Modern In-Memory Indices. ICDE 2018: 641-652
[c114]
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Jingwen Zhao, Yunjun Gao, Gang Chen, Rui Chen:
Why-Not Questions on Top-k Geo-Social Keyword Queries in Road Networks. ICDE 2018: 965-976
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Qian Lin, Gang Chen, Meihui Zhang:
On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases. ICDE 2018: 1376-1379
[c112]
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Gang Chen, Jingwen Zhao, Yunjun Gao, Lei Chen, Rui Chen:
Time-Aware Boolean Spatial Keyword Queries (Extended Abstract). ICDE 2018: 1781-1782
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Gang Chen, Keyu Yang, Lu Chen, Yunjun Gao, Baihua Zheng, Chun Chen:
Metric Similarity Joins Using MapReduce (Extended Abstract). ICDE 2018: 1787-1788
[c110]
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Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi:
Fine-grained Concept Linking using Neural Networks in Healthcare. SIGMOD Conference 2018: 51-66
[i12]
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Sheng Wang, Tien Tuan Anh Dinh, Qian Lin, Zhongle Xie, Meihui Zhang, Qingchao Cai, Gang Chen, Wanzeng Fu, Beng Chin Ooi, Pingcheng Ruan:
ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications. CoRR abs/1802.04949 (2018)
[i11]
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Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi:
Rafiki: Machine Learning as an Analytics Service System. CoRR abs/1804.06087 (2018)
[i10]
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Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou:
PANDA: Facilitating Usable AI Development. CoRR abs/1804.09997 (2018)
2017
[j72]
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Jinxiong Ren, Gang Chen, Xiaoyan Li:
A fine grained digital textile printing system based on image registration. Comput. Ind. 92-93: 152-160 (2017)
[j71]
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Xiaoling Gu, Sai Wu, Pai Peng, Lidan Shou, Ke Chen, Gang Chen:
CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses. Inf. Sci. 417: 310-327 (2017)
[j70]
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Zhifei Pang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou:
FlashView: An Interactive Visual Explorer for Raw Data. Proc. VLDB Endow. 10(12): 1869-1872 (2017)
[j69]
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Li Sun, Ke Chen, Mingli Song, Dacheng Tao, Gang Chen, Chun Chen:
Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching. IEEE Trans. Image Process. 26(7): 3331-3343 (2017)
[j68]
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Lu Chen, Yunjun Gao, Xinhan Li, Christian S. Jensen, Gang Chen:
Efficient Metric Indexing for Similarity Search and Similarity Joins. IEEE Trans. Knowl. Data Eng. 29(3): 556-571 (2017)
[j67]
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Gang Chen, Keyu Yang, Lu Chen, Yunjun Gao, Baihua Zheng, Chun Chen:
Metric Similarity Joins Using MapReduce. IEEE Trans. Knowl. Data Eng. 29(3): 656-669 (2017)
[j66]
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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)
[j65]
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Yunjun Gao, Xiaoye Miao, Gang Chen, Baihua Zheng, Deng Cai, Huiyong Cui:
On efficiently finding reverse k-nearest neighbors over uncertain graphs. VLDB J. 26(4): 467-492 (2017)
[j64]
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Lu Chen, Yunjun Gao, Aoxiao Zhong, Christian S. Jensen, Gang Chen, Baihua Zheng:
Indexing metric uncertain data for range queries and range joins. VLDB J. 26(4): 585-610 (2017)
[c109]
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Sai Wu, Mengdan Zhang, Gang Chen, Ke Chen:
A New Approach to Compute CNNs for Extremely Large Images. CIKM 2017: 39-48
[c108]
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Yunjun Gao, Qing Liu, Gang Chen, Linlin Zhou, Baihua Zheng:
Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. ICDE 2017: 53-54
[c107]
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Jingwen Zhao, Yunjun Gao, Gang Chen, Christian S. Jensen, Rui Chen, Deng Cai:
Reverse Top-k Geo-Social Keyword Queries in Road Networks. ICDE 2017: 387-398
[c106]
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Qing Liu, Yunjun Gao, Linlin Zhou, Gang Chen:
IS2R: A System for Refining Reverse Top-k Queries. ICDE 2017: 1371-1372
[c105]
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Xinyuan Luo, Ke Chen, Guifeng Pang, Lidan Shou, Gang Chen:
Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. ISPA/IUCC 2017: 1296-1303
[c104]
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Xiaoling Gu, Yongkang Wong, Pai Peng, Lidan Shou, Gang Chen, Mohan S. Kankanhalli:
Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning. ACM Multimedia 2017: 190-198
[c103]
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Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan:
BLOCKBENCH: A Framework for Analyzing Private Blockchains. SIGMOD Conference 2017: 1085-1100
[p1]
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Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip:
Big Healthcare Data Analytics: Challenges and Applications. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 11-41
[i9]
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Anh Dinh, Ji Wang, Sheng Wang, Gang Chen, Wei-Ngan Chin, Qian Lin, Beng Chin Ooi, Pingcheng Ruan, Kian-Lee Tan, Zhongle Xie, Hao Zhang, Meihui Zhang:
UStore: A Distributed Storage With Rich Semantics. CoRR abs/1702.02799 (2017)
[i8]
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Jian Dai, Fei He, Wang-Chien Lee, Gang Chen, Beng Chin Ooi:
DTNC: A New Server-side Data Cleansing Framework for Cellular Trajectory Services. CoRR abs/1703.00123 (2017)
[i7]
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Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan:
BLOCKBENCH: A Framework for Analyzing Private Blockchains. CoRR abs/1703.04057 (2017)
[i6]
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  - https://dblp.org/rec/journals/corr/abs-1708-05665
Tien Tuan Anh Dinh, Rui Liu, Meihui Zhang, Gang Chen, Beng Chin Ooi, Ji Wang:
Untangling Blockchain: A Data Processing View of Blockchain Systems. CoRR abs/1708.05665 (2017)
2016
[j63]
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Xiaoye Miao, Yunjun Gao, Gang Chen, Tianyi Zhang:
k-dominant skyline queries on incomplete data. Inf. Sci. 367-368: 990-1011 (2016)
[j62]
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Huan Li, Hua Lu, Xin Chen, Gang Chen, Ke Chen, Lidan Shou:
Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings. Proc. VLDB Endow. 9(13): 1453-1456 (2016)
[j61]
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Xiaoye Miao, Yunjun Gao, Gang Chen, Huiyong Cui, Chong Guo, Weida Pan:
SI2P: A Restaurant Recommendation System Using Preference Queries over Incomplete Information. Proc. VLDB Endow. 9(13): 1509-1512 (2016)
[j60]
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Dawei Jiang, Qingchao Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Cohort Query Processing. Proc. VLDB Endow. 10(1): 1-12 (2016)
[j59]
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Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan:
Database Meets Deep Learning: Challenges and Opportunities. SIGMOD Rec. 45(2): 17-22 (2016)
[j58]
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Kuang Mao, Gang Chen, Yuxing Hu, Luming Zhang:
Music recommendation using graph based quality model. Signal Process. 120: 806-813 (2016)
[j57]
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Xiaoye Miao, Yunjun Gao, Gang Chen, Baihua Zheng, Huiyong Cui:
Processing Incomplete k Nearest Neighbor Search. IEEE Trans. Fuzzy Syst. 24(6): 1349-1363 (2016)
[j56]
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Yunjun Gao, Jingwen Zhao, Baihua Zheng, Gang Chen:
Efficient Collective Spatial Keyword Query Processing on Road Networks. IEEE Trans. Intell. Transp. Syst. 17(2): 469-480 (2016)
[j55]
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Lu Chen, Yunjun Gao, Gang Chen, Haida Zhang:
Metric All-k-Nearest-Neighbor Search. IEEE Trans. Knowl. Data Eng. 28(1): 98-112 (2016)
[j54]
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Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui:
Top-k Dominating Queries on Incomplete Data. IEEE Trans. Knowl. Data Eng. 28(1): 252-266 (2016)
[j53]
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Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest. IEEE Trans. Knowl. Data Eng. 28(4): 994-1006 (2016)
[j52]
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Chang Yao, Divyakant Agrawal, Gang Chen, Qian Lin, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang:
Exploiting Single-Threaded Model in Multi-Core In-Memory Systems. IEEE Trans. Knowl. Data Eng. 28(10): 2635-2650 (2016)
[j51]
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Yunjun Gao, Qing Liu, Gang Chen, Linlin Zhou, Baihua Zheng:
Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. IEEE Trans. Knowl. Data Eng. 28(11): 2974-2987 (2016)
[j50]
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Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang:
Deep Learning at Scale and at Ease. ACM Trans. Multim. Comput. Commun. Appl. 12(4s): 69:1-69:25 (2016)
[j49]
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Dawei Jiang, Sai Wu, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Jun Xu:
epiC: an extensible and scalable system for processing Big Data. VLDB J. 25(1): 3-26 (2016)
[j48]
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Qing Liu, Yunjun Gao, Gang Chen, Baihua Zheng, Linlin Zhou:
Answering why-not and why questions on reverse top-k queries. VLDB J. 25(6): 867-892 (2016)
[c102]
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Lu Chen, Yunjun Gao, Kai Wang, Christian S. Jensen, Gang Chen:
Answering why-not questions on metric probabilistic range queries. ICDE 2016: 767-778
[c101]
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Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo Zhu:
Personal recommendation using deep recurrent neural networks in NetEase. ICDE 2016: 1218-1229
[c100]
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Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui:
Top-k dominating queries on incomplete data. ICDE 2016: 1500-1501
[c99]
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Lu Chen, Yunjun Gao, Gang Chen, Haida Zhang:
Metric all-k-nearest-neighbor search. ICDE 2016: 1514-1515
[c98]
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Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen:
iGlasses: A Novel Recommendation System for Best-fit Glasses. SIGIR 2016: 1109-1112
[c97]
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Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu:
Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. SIGMOD Conference 2016: 1119-1134
[c96]
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Qian Lin, Pengfei Chang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang:
Towards a Non-2PC Transaction Management in Distributed Database Systems. SIGMOD Conference 2016: 1659-1674
[i5]
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Dawei Jiang, Qingchao Cai, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung:
Cohort Query Processing. CoRR abs/1601.00182 (2016)
[i4]
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Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang:
Deep Learning At Scale and At Ease. CoRR abs/1603.07846 (2016)
2015
[j47]
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Gang Chen, Sai Wu, Yuan Wang:
The Evolvement of Big Data Systems: From the Perspective of an Information Security Application. Big Data Res. 2(2): 65-73 (2015)
[j46]
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Yunjun Gao, Qing Liu, Baihua Zheng, Li Mou, Gang Chen, Qing Li:
On processing reverse k-skyband and ranked reverse skyline queries. Inf. Sci. 293: 11-34 (2015)
[j45]
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Chunyang Ma, Yongluan Zhou, Lidan Shou, Gang Chen:
PROM: Efficient matching query processing on high-dimensional data. Inf. Sci. 322: 1-19 (2015)
[j44]
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Yunjun Gao, Qing Liu, Lu Chen, Gang Chen, Qing Li:
Efficient algorithms for finding the most desirable skyline objects. Knowl. Based Syst. 89: 250-264 (2015)
[j43]
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Yunjun Gao, Qing Liu, Gang Chen, Baihua Zheng, Linlin Zhou:
Answering Why-not Questions on Reverse Top-k Queries. Proc. VLDB Endow. 8(7): 738-749 (2015)
[j42]
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Lu Chen, Yunjun Gao, Zhihao Xing, Christian S. Jensen, Gang Chen:
I2RS: A Distributed Geo-Textual Image Retrieval and Recommendation System. Proc. VLDB Endow. 8(12): 1884-1887 (2015)
[j41]
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Yunjun Gao, Xu Qin, Baihua Zheng, Gang Chen:
Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks. IEEE Trans. Knowl. Data Eng. 27(5): 1205-1218 (2015)
[j40]
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Zhenhua Wang, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra:
On Summarization and Timeline Generation for Evolutionary Tweet Streams. IEEE Trans. Knowl. Data Eng. 27(5): 1301-1315 (2015)
[j39]
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Hao Zhang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Meihui Zhang:
In-Memory Big Data Management and Processing: A Survey. IEEE Trans. Knowl. Data Eng. 27(7): 1920-1948 (2015)
[j38]
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Sai Wu, Gang Chen, Ke Chen, Feng Li, Lidan Shou:
HM: A Column-Oriented MapReduce System on Hybrid Storage. IEEE Trans. Knowl. Data Eng. 27(12): 3304-3317 (2015)
[j37]
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Kuang Mao, Lidan Shou, Ju Fan, Gang Chen, Mohan S. Kankanhalli:
Competence-Based Song Recommendation: Matching Songs to One's Singing Skill. IEEE Trans. Multim. 17(3): 396-408 (2015)
[j36]
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Yunjun Gao, Lu Chen, Xinhan Li, Bin Yao, Gang Chen:
Efficient k-closest pair queries in general metric spaces. VLDB J. 24(3): 415-439 (2015)
[c95]
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  - conf/cikm/PengCS00X15
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Pai Peng, Hongxiang Chen, Lidan Shou, Ke Chen, Gang Chen, Chang Xu:
DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets. CIKM 2015: 1891-1894
[c94]
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Zhenhua Wang, Ping He, Lidan Shou, Ke Chen, Sai Wu, Gang Chen:
Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks. ECIR 2015: 333-338
[c93]
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Huan Li, Pai Peng, Hua Lu, Lidan Shou, Ke Chen, Gang Chen:
E²C²: efficient and effective camera calibration in indoor environments. UbiComp/ISWC Adjunct 2015: 9-12
[c92]
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Sai Wu, Gang Chen, Xianke Zhou, Zhenjie Zhang, Anthony K. H. Tung, Marianne Winslett:
PABIRS: A data access middleware for distributed file systems. ICDE 2015: 113-124
[c91]
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Lu Chen, Yunjun Gao, Xinhan Li, Christian S. Jensen, Gang Chen:
Efficient metric indexing for similarity search. ICDE 2015: 591-602
[c90]
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Hao Zhang, Gang Chen, Beng Chin Ooi, Weng-Fai Wong, Shensen Wu, Yubin Xia:
"Anti-Caching"-based elastic memory management for Big Data. ICDE 2015: 1268-1279
[c89]
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  - conf/mir/GuPLWS015
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Xiaoling Gu, Pai Peng, Mengwen Li, Sai Wu, Lidan Shou, Gang Chen:
Cross-Scenario Eyeglasses Retrieval via EGYPT Model. ICMR 2015: 463-466
[c88]
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Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang:
SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia 2015: 25-34
[c87]
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Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng:
SINGA: A Distributed Deep Learning Platform. ACM Multimedia 2015: 685-688
[c86]
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Lu Chen, Yunjun Gao, Xinhan Li, Christian S. Jensen, Gang Chen, Baihua Zheng:
Indexing Metric Uncertain Data for Range Queries. SIGMOD Conference 2015: 951-965
[i3]
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Chang Yao, Divyakant Agrawal, Pengfei Chang, Gang Chen, Beng Chin Ooi, Weng-Fai Wong, Meihui Zhang:
DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems. CoRR abs/1503.03642 (2015)
[i2]
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Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu:
Adaptive Logging for Distributed In-memory Databases. CoRR abs/1503.03653 (2015)
2014
[j35]
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Yunjun Gao, Qing Liu, Baihua Zheng, Gang Chen:
On efficient reverse skyline query processing. Expert Syst. Appl. 41(7): 3237-3249 (2014)
[j34]
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Yunjun Gao, Xiaoye Miao, Huiyong Cui, Gang Chen, Qing Li:
Processing k-skyband, constrained skyline, and group-by skyline queries on incomplete data. Expert Syst. Appl. 41(10): 4959-4974 (2014)
[j33]
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Xianke Zhou, Sai Wu, Gang Chen, Lidan Shou:
kNN processing with co-space distance in SoLoMo systems. Expert Syst. Appl. 41(16): 6967-6982 (2014)
[j32]
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Xianke Zhou, Sai Wu, Chun Chen, Gang Chen, Shanshan Ying:
Real-time recommendation for microblogs. Inf. Sci. 279: 301-325 (2014)
[j31]
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Dawei Jiang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Sai Wu:
epiC: an Extensible and Scalable System for Processing Big Data. Proc. VLDB Endow. 7(7): 541-552 (2014)
[j30]
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Hao Zhang, Bogdan Marius Tudor, Gang Chen, Beng Chin Ooi:
Efficient In-memory Data Management: An Analysis. Proc. VLDB Endow. 7(10): 833-836 (2014)
[j29]
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Sai Wu, Gang Chen, Ke Chen, Lidan Shou, Hui Cao, He Bai:
yzBigData: Provisioning Customizable Solution for Big Data. Proc. VLDB Endow. 7(13): 1778-1783 (2014)
[j28]
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Peng Lu, Gang Chen, Beng Chin Ooi, Hoang Tam Vo, Sai Wu:
ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems [Innovative Systems Paper]. Proc. VLDB Endow. 7(14): 1797-1808 (2014)
[j27]
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Yanyan Shen, Gang Chen, H. V. Jagadish, Wei Lu, Beng Chin Ooi, Bogdan Marius Tudor:
Fast Failure Recovery in Distributed Graph Processing Systems. Proc. VLDB Endow. 8(4): 437-448 (2014)
[j26]
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Beng Chin Ooi, Kian-Lee Tan, Quoc Trung Tran, James Wei Luen Yip, Gang Chen, Zheng Jye Ling, Thi Nguyen, Anthony K. H. Tung, Meihui Zhang:
Contextual crowd intelligence. SIGKDD Explor. 16(1): 39-46 (2014)
[j25]
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Lidan Shou, He Bai, Ke Chen, Gang Chen:
Supporting Privacy Protection in Personalized Web Search. IEEE Trans. Knowl. Data Eng. 26(2): 453-467 (2014)
[j24]
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Gang Chen, Sai Wu, Jingbo Zhou, Anthony K. H. Tung:
Automatic Itinerary Planning for Traveling Services. IEEE Trans. Knowl. Data Eng. 26(3): 514-527 (2014)
[j23]
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Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan, Hoang Tam Vo, Sai Wu:
BestPeer++: A Peer-to-Peer BasedLarge-Scale Data Processing Platform. IEEE Trans. Knowl. Data Eng. 26(6): 1316-1331 (2014)
[c85]
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Xianke Zhou, Pengfei Chang, Gang Chen:
An Efficient Graph Processing System. APWeb 2014: 401-412
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Yongluan Zhou, Chunyang Ma, Qingsong Guo, Lidan Shou, Gang Chen:
Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty. EDBT 2014: 205-216
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Feng Li, M. Tamer Özsu, Gang Chen, Beng Chin Ooi:
R-Store: A scalable distributed system for supporting real-time analytics. ICDE 2014: 40-51
[c82]
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Kuang Mao, Ju Fan, Lidan Shou, Gang Chen, Mohan S. Kankanhalli:
Song Recommendation for Social Singing Community. ACM Multimedia 2014: 127-136
[c81]
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Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos. SIGIR 2014: 707-716
2013
[j22]
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Lidan Shou, Xuan Shang, Ke Chen, Gang Chen, Chao Zhang:
Supporting Pattern-Preserving Anonymization for Time-Series Data. IEEE Trans. Knowl. Data Eng. 25(4): 877-892 (2013)
[j21]
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Chunyang Ma, Hua Lu, Lidan Shou, Gang Chen:
KSQ: Top-(k) Similarity Query on Uncertain Trajectories. IEEE Trans. Knowl. Data Eng. 25(9): 2049-2062 (2013)
[c80]
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Wei Lu, Gang Chen, Anthony K. H. Tung, Feng Zhao:
Efficiently extracting frequent subgraphs using MapReduce. IEEE BigData 2013: 639-647
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Xiaoye Miao, Yunjun Gao, Lu Chen, Gang Chen, Qing Li, Tao Jiang:
On Efficient k-Skyband Query Processing over Incomplete Data. DASFAA (1) 2013: 424-439
[c78]
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Xiaoling Gu, Lidan Shou, Hua Lu, Gang Chen:
A generic framework for cyber-physical web. MCS@Middleware 2013: 1:1-1:6
[c77]
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Lidan Shou, Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Tianlei Hu:
Competence-based song recommendation. SIGIR 2013: 423-432
[c76]
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Lidan Shou, Zhenhua Wang, Ke Chen, Gang Chen:
Sumblr: continuous summarization of evolving tweet streams. SIGIR 2013: 533-542
[c75]
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Pai Peng, Lidan Shou, Ke Chen, Gang Chen, Sai Wu:
The knowing camera: recognizing places-of-interest in smartphone photos. SIGIR 2013: 969-972
[c74]
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Yunjun Gao, Lu Chen, Rui Li, Gang Chen:
Mapping queries to questions: towards understanding users' information needs. SIGIR 2013: 977-980
[c73]
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Jinyang Gao, Xuan Liu, Beng Chin Ooi, Haixun Wang, Gang Chen:
An online cost sensitive decision-making method in crowdsourcing systems. SIGMOD Conference 2013: 217-228
2012
[j20]
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Chunyang Ma, Rui Zhang, Xuemin Lin, Gang Chen:
DuoWave: Mitigating the curse of dimensionality for uncertain data. Data Knowl. Eng. 76: 16-38 (2012)
[j19]
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Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu:
E³: an Elastic Execution Engine for Scalable Data Processing. Inf. Media Technol. 7(1): 20-31 (2012)
[j18]
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Xiaolong Zhang, Ke Chen, Lidan Shou, Gang Chen, Yuan Gao, Kian-Lee Tan:
Efficient processing of probabilistic set-containment queries on uncertain set-valued data. Inf. Sci. 196: 97-117 (2012)
[j17]
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Lidan Shou, Xiaolong Zhang, Gang Chen, Yuan Gao, Ke Chen:
MUD: Mapping-based query processing for high-dimensional uncertain data. Inf. Sci. 198: 147-168 (2012)
[j16]
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Gang Chen, Ke Chen, Dawei Jiang, Beng Chin Ooi, Lei Shi, Hoang Tam Vo, Sai Wu:
E3: an Elastic Execution Engine for Scalable Data Processing. J. Inf. Process. 20(1): 65-76 (2012)
[j15]
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Nan Chen, Lidan Shou, Gang Chen, Yunjun Gao, Jinxiang Dong:
PRISMO: predictive skyline query processing over moving objects. J. Zhejiang Univ. Sci. C 13(2): 99-117 (2012)
[j14]
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Hoang Tam Vo, Sheng Wang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi:
LogBase: A Scalable Log-structured Database System in the Cloud. Proc. VLDB Endow. 5(10): 1004-1015 (2012)
[c72]
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Chao Zhang, Lidan Shou, Ke Chen, Gang Chen, Yijun Bei:
Evaluating geo-social influence in location-based social networks. CIKM 2012: 1442-1451
[c71]
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Qing Liu, Yunjun Gao, Gang Chen, Qing Li, Tao Jiang:
On Efficient Reverse k-Skyband Query Processing. DASFAA (1) 2012: 544-559
[c70]
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Yafei Wang, Yunjun Gao, Lu Chen, Gang Chen, Qing Li:
All-Visible-k-Nearest-Neighbor Queries. DEXA (2) 2012: 392-407
[c69]
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Gang Chen, Tianlei Hu, Dawei Jiang, Peng Lu, Kian-Lee Tan, Hoang Tam Vo, Sai Wu:
BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform. ICDE 2012: 582-593
[c68]
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Chao Zhang, Lidan Shou, Ke Chen, Gang Chen:
See-to-retrieve: efficient processing of spatio-visual keyword queries. SIGIR 2012: 681-690
[c67]
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Kuang Mao, Xinyuan Luo, Ke Chen, Gang Chen, Lidan Shou:
myDJ: recommending karaoke songs from one's own voice. SIGIR 2012: 1009
[c66]
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Ke Chen, Gang Chen, Lidan Shou, Fei Xia:
Pictune: situational music recommendation from geotagged pictures. SIGIR 2012: 1011
[i1]
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Hoang Tam Vo, Sheng Wang, Divyakant Agrawal, Gang Chen, Beng Chin Ooi:
LogBase: A Scalable Log-structured Database System in the Cloud. CoRR abs/1207.0140 (2012)
2011
[j13]
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Gang Chen, Zujie Ren, Lidan Shou, Ke Chen, Yijun Bei:
PISA: A framework for integrating uncooperative peers into P2P-based federated search. Comput. Commun. 34(6): 715-729 (2011)
[j12]
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Lidan Shou, Xiaolong Zhang, Ping Wang, Gang Chen, Jinxiang Dong:
Supporting multi-dimensional queries in mobile P2P network. Inf. Sci. 181(13): 2841-2857 (2011)
[j11]
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Chang Xu, Lidan Shou, Gang Chen, Yunjun Gao:
Index and retrieve the skyline based on dominance relationship. J. Zhejiang Univ. Sci. C 12(1): 62-75 (2011)
[j10]
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Gang Chen, Hoang Tam Vo, Sai Wu, Beng Chin Ooi, M. Tamer Özsu:
A Framework for Supporting DBMS-like Indexes in the Cloud. Proc. VLDB Endow. 4(11): 702-713 (2011)
[j9]
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Feng Zhao, Xiaolong Zhang, Anthony K. H. Tung, Gang Chen:
BROAD: Diversified Keyword Search in Databases. Proc. VLDB Endow. 4(12): 1355-1358 (2011)
[j8]
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David Jiang, Anthony K. H. Tung, Gang Chen:
MAP-JOIN-REDUCE: Toward Scalable and Efficient Data Analysis on Large Clusters. IEEE Trans. Knowl. Data Eng. 23(9): 1299-1311 (2011)
[j7]
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Yunjun Gao, Baihua Zheng, Gang Chen, Chun Chen, Qing Li:
Continuous nearest-neighbor search in the presence of obstacles. ACM Trans. Database Syst. 36(2): 9:1-9:43 (2011)
[c65]
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Chunyang Ma, Yongluan Zhou, Lidan Shou, Dan Dai, Gang Chen:
Matching query processing in high-dimensional space. CIKM 2011: 1589-1594
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Yuan Gao, Lidan Shou, Ke Chen, Gang Chen:
Aggregate Farthest-Neighbor Queries over Spatial Data. DASFAA (2) 2011: 149-163
[c63]
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Yunjun Gao, Jiacheng Yang, Gang Chen, Baihua Zheng, Chun Chen:
On efficient obstructed reverse nearest neighbor query processing. GIS 2011: 191-200
[c62]
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Dongxiang Zhang, Divyakant Agrawal, Gang Chen, Anthony K. H. Tung:
HashFile: An efficient index structure for multimedia data. ICDE 2011: 1103-1114
[c61]
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Gang Chen, He Bai, Lidan Shou, Ke Chen, Yunjun Gao:
UPS: efficient privacy protection in personalized web search. SIGIR 2011: 615-624
[c60]
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Zhu Zhu, Lidan Shou, Kuang Mao, Gang Chen:
Location disambiguation for geo-tagged images. SIGIR 2011: 1165-1166
[c59]
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Lidan Shou, Ke Chen, Gang Chen, Chao Zhang, Yi Ma, Xian Zhang:
What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine. SIGIR 2011: 1273-1274
[c58]
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Gang Chen, Chen Liu, Meiyu Lu, Beng Chin Ooi, Shanshan Ying, Anthony K. H. Tung, Dongxiang Zhang, Meihui Zhang:
A cross-service travel engine for trip planning. SIGMOD Conference 2011: 1251-1254
[c57]
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Chunyang Ma, Hua Lu, Lidan Shou, Gang Chen, Shujie Chen:
Top-k Similarity Search on Uncertain Trajectories. SSDBM 2011: 589-591
2010
[j6]
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Yunjun Gao, Baihua Zheng, Gencai Chen, Qing Li, Chun Chen, Gang Chen:
Efficient mutual nearest neighbor query processing for moving object trajectories. Inf. Sci. 180(11): 2176-2195 (2010)
[j5]
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Zujie Ren, Ke Chen, Lidan Shou, Gang Chen, Yijun Bei, Xiaoyan Li:
HAPS: Supporting Effective and Efficient Full-Text P2P Search with Peer Dynamics. J. Comput. Sci. Technol. 25(3): 482-498 (2010)
[c56]
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Xuan Shang, Ke Chen, Lidan Shou, Gang Chen, Tianlei Hu:
(k, P)-anonymity: towards pattern-preserving anonymity of time-series data. CIKM 2010: 1333-1336
[c55]
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Nan Chen, Lidan Shou, Gang Chen, Ke Chen, Yunjun Gao:
B^s-tree: A Self-tuning Index of Moving Objects. DASFAA (2) 2010: 1-16
[c54]
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Xiaolong Zhang, Lidan Shou, Kian-Lee Tan, Gang Chen:
iDISQUE: Tuning High-Dimensional Similarity Queries in DHT Networks. DASFAA (1) 2010: 19-33
[c53]
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Hui Cao, Yongluan Zhou, Lidan Shou, Gang Chen:
Attribute Outlier Detection over Data Streams. DASFAA (2) 2010: 216-230
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Chang Xu, Lidan Shou, Gang Chen, Cheng Yan, Tianlei Hu:
Update Migration: An Efficient B+ Tree for Flash Storage. DASFAA (2) 2010: 276-290
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Chang Xu, Lidan Shou, Gang Chen, Wei Hu, Tianlei Hu, Ke Chen:
Towards Efficient Concurrent Scans on Flash Disks. DEXA (1) 2010: 198-212
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Chun Chen, Gang Chen, Dawei Jiang, Beng Chin Ooi, Hoang Tam Vo, Sai Wu, Quanqing Xu:
Providing Scalable Database Services on the Cloud. WISE 2010: 1-19

2000 – 2009

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2009
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Yijun Bei, Gang Chen, Lidan Shou, Xiaoyan Li, Jinxiang Dong:
Bottom-up discovery of frequent rooted unordered subtrees. Inf. Sci. 179(1-2): 70-88 (2009)
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Ke Chen, Kai Hwang, Gang Chen:
Heuristic Discovery of Role-Based Trust Chains in Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. 20(1): 83-96 (2009)
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Dengcheng He, Yongluan Zhou, Lidan Shou, Gang Chen:
Cluster based rank query over multidimensional data streams. CIKM 2009: 1493-1496
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Nan Chen, Lidan Shou, Gang Chen, Yunjun Gao, Jinxiang Dong:
Predictive Skyline Queries for Moving Objects. DASFAA 2009: 278-282
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Zujie Ren, Lidan Shou, Gang Chen, Chun Chen, Yijun Bei:
PISA: Federated Search in P2P Networks with Uncooperative Peers. DEXA 2009: 735-744
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Yueguo Chen, Gang Chen, Ke Chen, Beng Chin Ooi:
Efficient Processing of Warping Time Series Join of Motion Capture Data. ICDE 2009: 1048-1059
2008
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Nan Chen, Lidan Shou, Gang Chen, Jinxiang Dong:
Adaptive Indexing of Moving Objects with Highly Variable Update Frequencies. J. Comput. Sci. Technol. 23(6): 998-1014 (2008)
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Xiaoyan Li, Lidan Shou, Gang Chen, Tianlei Hu, Jinxiang Dong:
Modeling Image Data for Effective Indexing and Retrieval in Large General Image Databases. IEEE Trans. Knowl. Data Eng. 20(11): 1566-1580 (2008)
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Jinhua Jiang, Gang Chen, Lidan Shou, Ke Chen:
OTJFast: Processing Ordered XML Twig Join Fast. APSCC 2008: 1289-1294
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Jinhua Jiang, Gang Chen, Lidan Shou, Ke Chen:
Efficient Holistic Twig Join Algorithm on XML Documents with Optimization Rules and Index. CW 2008: 30-35
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Yu Wu, Lidan Shou, Tianlei Hu, Gang Chen:
Query Triggered Crawling Strategy: Build a Time Sensitive Vertical Search Engine. CW 2008: 422-427
[c42]
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Xiaoyan Li, Lidan Shou, Gang Chen, Xiaolong Zhang, Tianlei Hu, Jinxiang Dong:
Pivotbrowser: a tag-space image searching prototype. WWW 2008: 1111-1112
2007
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Yijun Bei, Gang Chen, Tianlei Hu, Jinxiang Dong:
A Caching System for XML Queries Using Frequent Query Patterns. CSCWD 2007: 47-52
[c40]
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Feng Shao, Gang Chen, Lihua Yu, Yijun Bei, Jinxiang Dong:
Accelerating Parent-Child Path Matching in XML. CSCWD 2007: 53-58
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Lihua Yu, Gang Chen, Wei Wang, Jinxiang Dong:
MSFSS: A Storage System for Mass Small Files. CSCWD 2007: 1087-1092
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Ping Wang, Lidan Shou, Gang Chen, Jinxiang Dong:
MIME: A Dynamic Index Scheme for Multi-dimensional Query in Mobile P2P Networks. DASFAA 2007: 576-585
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Xiaoyan Li, Lidan Shou, Gang Chen, Kian-Lee Tan:
An Image-Semantic Ontological Framework for Large Image Databases. DASFAA 2007: 1050-1053
[c36]
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Feng Shao, Gang Chen, Jinxiang Dong:
Accelerating XML Structural Matching Using Suffix Bitmaps. International Conference on Computational Science (1) 2007: 253-260
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Yijun Bei, Gang Chen, Jinxiang Dong:
Improving XML Querying with Maximal Frequent Query Patterns. International Conference on Computational Science (1) 2007: 261-269
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Yijun Bei, Gang Chen, Lihua Yu, Feng Shao, Jinxiang Dong:
XML Query Recommendation Based On Association Rules. SNPD (3) 2007: 303-308
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Lihua Yu, Gang Chen, Yijun Bei, Feng Shao, Jinxiang Dong:
OBSI: Object Based Storage System for Massive Image Databases. SNPD (1) 2007: 321-326
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Feng Shao, Gang Chen, Lihua Yu, Yijun Bei, Jinxiang Dong:
Bitmap Filtering: An Efficient Speedup Method for XML Structural Matching. SNPD (3) 2007: 756-761
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Lihua Yu, Gang Chen, Jinxiang Dong:
Mining Infrequently-Accessed File Correlations in Distributed File System. APWeb/WAIM 2007: 630-641
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Yijun Bei, Gang Chen, Jinxiang Dong:
BUXMiner: An Efficient Bottom-Up Approach to Mining XML Query Patterns. APWeb/WAIM 2007: 709-720
2006
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Chengwen Wu, Jinxiang Dong, Gang Chen, Lihua Yu:
An Index Scheme for XML Documents Based on Relationship Joins. CSCWD 2006: 483-487
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Ke Chen, Gang Chen, Cheng Zang, Jinxiang Dong:
A Fractal Watermark Solution for Product Data. CSCWD (Selected Papers) 2006: 635-646
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Li Zhang, Wenyu Zhang, Gang Chen, Yuzhu Wang, Jinxiang Dong:
A Semantic Web-based Architecture for Collaborative Multi-Agent Functional Modeling in Design. CSCWD 2006: 677-682
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Lihua Yu, Gang Chen, Ke Chen, Jinxiang Dong:
Securely Sharing Data in Encrypted Databases. CSCWD 2006: 957-962
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Gang Chen, Ke Chen, Jinxiang Dong:
A Database Encryption Scheme for Enhanced Security and Easy Sharing. CSCWD 2006: 995-1000
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Cheng Zang, Zhongdong Huang, Gang Chen, Jinxiang Dong:
A Network Access Control Architecture Using State-Transfer-Based Dynamic Policy. CSCWD 2006: 1010-1014
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Ke Chen, Gang Chen, Tianlei Hu, Jinxiang Dong:
Resilient Rights Protection for Product Data. CSCWD 2006: 1015-1020
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Tianlei Hu, Gang Chen, Yin-Jie Hong, Xiaolong Zhang, Jinxiang Dong:
Collaborative Agents Supported Automatic Physical Database Design Based on Description Logics Reasoning. CSCWD 2006: 1059-1064
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Lidan Shou, Bin Cui, Gang Chen, Jinxiang Dong:
A Web-based Framework For On-line Collaborative Learning. CSCWD 2006: 1387-1392
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Ming Qiu, Gang Chen, Jinxiang Dong:
A Fuzzy Contrast Model to Measure Semantic Similarity Between OWL DL Concepts. FSKD 2006: 951-960
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Lidan Shou, Ge Gao, Gang Chen, Jinxiang Dong:
Classifying Motion Time Series Using Neural Networks. PCM 2006: 606-614
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Gang Chen, Xiaoyan Li, Lidan Shou, Jinxiang Dong, Chun Chen:
HISA: A Query System Bridging The Semantic Gap For Large Image Databases. VLDB 2006: 1187-1190
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Lidan Shou, Bin Cui, Gang Chen, Jinxiang Dong:
Classifying E-Mails Via Support Vector Machine. WAIM 2006: 422-434
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Xiaoyan Li, Lidan Shou, Gang Chen, Lujiang Ou:
A Latent Image Semantic Indexing Scheme for Image Retrieval on the Web. WISE 2006: 315-326
2005
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Yuan Wang, Gang Chen, Jinxiang Dong:
DXEC: integrating database, XML and email for collaboration. CSCWD (1) 2005: 152-156
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Tianlei Hu, Gang Chen, Ke Chen, Jinxiang Dong:
An adaptive load balancing framework for parallel database systems based on collaborative agents. CSCWD (1) 2005: 464-468
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Dongcai Shi, Jianwei Yin, Gang Chen, Jinxiang Dong:
A workflow-based distributed multidisciplinary design optimization framework. CSCWD (1) 2005: 497-502
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Ke Chen, Gang Chen, Tianlei Hu, Jinxiang Dong:
A logical replication-based intrusion detection approach for CSCW system. CSCWD (2) 2005: 841-845
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Li Zhu, Jianwei Yin, Gang Chen, Jinxiang Dong:
Complicated product oriented collaborative document management system. CSCWD (2) 2005: 1065-1070
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Xiaojing Li, Gang Chen, Jinxiang Dong, Yuan Wang:
Self-adaptive Statistics Management for Efficient Query Processing. WAIM 2005: 102-113
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Gang Chen, Ke Chen, Tianlei Hu, Jinxiang Dong:
Watermarking Abstract Tree-Structured Data. WAIM 2005: 221-232
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Tianlei Hu, Gang Chen, Ke Chen, Jinxiang Dong:
GARWM: Towards a Generalized and Adaptive Watermark Scheme for Relational Data. WAIM 2005: 380-391
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Yuan Wang, Gang Chen, Jinxiang Dong:
MPX: A Multiversion Concurrency Control Protocol for XML Documents. WAIM 2005: 578-588
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Cheng Zang, Zhongdong Huang, Gang Chen, Jinxiang Dong:
A State-Transfer-Based Dynamic Policy Approach for Constraints in RBAC. WAIM 2005: 755-760
[c5]
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Ke Chen, Gang Chen, Jinxiang Dong:
An Immunity-Based Intrusion Detection Solution for Database Systems. WAIM 2005: 773-778
2004
[c4]
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Zhilin Feng, Jianwei Yin, Gang Chen, Yang Liu, Jinxiang Dong:
A Segmentation Algorithmfor Jacquard Images Based on Mumford-ShahModel. Eurographics Multimedia Workshop 2004: 153-162
2002
[c3]
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Ping-Peng Yuan, Gang Chen, Jinxiang Dong, Weili Han:
Research on an Event Specification for Event-Based Collaboration Support Software Architecture. CSCWD 2002: 99-104
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Xin Dong, Gang Chen, Jianwei Yin, Jinxiang Dong:
Petri-net-based Context-related Access Control in Workflow Environment. CSCWD 2002: 381-384
2001
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Ping-Peng Yuan, Gang Chen, Jinxiang Dong, Weili Han:
An Event and Service Interacting Model and Event Detection Based on the Broker/Service Model. CSCWD 2001: 20-24

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