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Publications Publications

Publications

  • GraphScope: A Unified Engine For Big Graph Processing

    328 Keywords2021VLDBWenfei Fan

    Authors: Wenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Jingren Zhou, Diwen Zhu, Rong Zhu Name of Con...

    Wenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Jingren Zhou, Diwen Zhu, Rong ZhuAug, 2021International Conference on Very Large Data Bases (VLDB 2021)
    Wenfei Fan, Chao Tian, Yanghao Wang, Qiang Yin
    International Conference on Very Large Data Bases (VLDB 2021)
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  • GraphScope: A One-Stop Large Graph Processing System

    338 Keywords2021VLDBWenfei Fan

    Authors: Jingbo Xu, Zhanning Bai, Wenfei Fan, Longbin Lai, Xue Li, Zhao Li, Zhengping Qian, Lei Wang, Yanyan Wang, Wenyuan Yu, Jingren Zhou Name of Conference: International Conference on Very Larg...

    Jingbo Xu, Zhanning Bai, Wenfei Fan, Longbin Lai, Xue Li, Zhao Li, Zhengping Qian, Lei Wang, Yanyan Wang, Wenyuan Yu, Jingren ZhouAug, 2021International Conference on Very Large Data Bases (VLDB 2021)
    Wenfei Fan, Chao Tian, Yanghao Wang, Qiang Yin
    International Conference on Very Large Data Bases (VLDB 2021)
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  • Graph Algorithms with Partition Transparency

    325 Keywords2021VLDBWenfei Fan

    Authors: <strong>Wenfei Fan</strong>, Muyang Liu, Ping Lu, and Qiang Yin Name of Conference: IEEE Transactions on Knowledge and Data Engineering(TKDE 2021) Date of Publication: July, ...

    Wenfei Fan, Muyang Liu, Ping Lu, and Qiang YinJuly, 2021IEEE Transactions on Knowledge and Data Engineering(TKDE 2021)
    Wenfei Fan, Chao Tian, Yanghao Wang, Qiang Yin
    International Conference on Very Large Data Bases (VLDB 2021)
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  • Parallel Discrepancy Detection and Incremental Detection

    327 Keywords2021VLDBWenfei Fan

    Authors: Wenfei Fan,Chao Tian, Yanghao Wang, Qiang Yin Name of Conference: International Conference on Very Large Data Bases (VLDB 2021), Aug 16- 20, 2021, Copenhagen, Denmark Date of Publication: ...

    Wenfei Fan, Chao Tian, Yanghao Wang, Qiang Yin Apr, 2021International Conference on Very Large Data Bases (VLDB 2021), Aug 16- 20, 2021, Copenhagen, Denmark
    Wenfei Fan, Chao Tian, Yanghao Wang, Qiang Yin
    International Conference on Very Large Data Bases (VLDB 2021)
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  • Incrementalizing Graph Algorithms

    325 Keywords2021SIGMODWenfei Fan

    Authors: Wenfei Fan, ChaoTian, Ruiqi Xu, Qiang Yin, Wenyuan Yu, Jingren Zhou Name of Conference: ACM Conference on Management of Data (SIGMOD 2021),June 20-25,2021, Xi’an, Shaanxi, China Da...

    Wenfei Fan, ChaoTian, RuiqiXu, QiangYin, WenyuanYu, JingrenZhouJune 09, 2021ACM Conference on Management of Data (SIGMOD 2021),June 20-25,2021, Xi'an, Shaanxi, China
    Wenfei Fan, Chao Tian, Yanghao Wang, Qiang Yin
    International Conference on Very Large Data Bases (VLDB 2021)
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  • Making Graphs Compact by Lossless Contraction

    311 Keywords2021SIGMODWenfei Fan

    Authors: Wenfei Fan, Yuanhao Li, Muyang Liu, Can Lu Name of Conference: ACM Conference on Management of Data (SIGMOD 2021),June 20-25,2021, Xi’an, Shaanxi, China Date of Publication: June, ...

    Wenfei Fan, Yuanhao Li, Muyang Liu, Can LuJune 09, 2021ACM Conference on Management of Data (SIGMOD 2021),June 20-25,2021, Xi'an, Shaanxi, China
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  • Improving the Efficiency and Effectiveness for BERT-based Entity Resolution

    298 Keywords2021AAAIData qualityYaoshu Wang

    Authors: BingLi,YukaiMiao,YaoshuWang,YifangSun,WeiWang Name of Conference: AAAI Conference on Artificial Intelligence(AAAI 2021),FEB 2-9,2021 Date of Publication: Feb 6, 2021 Abstract BERT has set ...

    BingLi,YukaiMia,YaoshuWang,YifangSun,WeiWangJan 8, 2021AAAI Conference on Artificial Intelligence(AAAI 2021),FEB 2-9,2021
    BingLi,YukaiMia,YaoshuWang,YifangSun,WeiWang
    AAAI Conference on Artificial Intelligence(AAAI 2021)
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  • Dynamic Inference In Probabilistic Graphical Models

    252 Keywords2021Big data analytics under constrained resourcesITCSKun He

    Authors: WeimingFeng, KunHe, XiaomingSun, YitongYin Name of Conference: Innovations in Theoretical Computer Science (ITCS 2021),Jan 6-8,2021,online Date of Publication: Jan 8, 2021 Abstract Probabi...

    WeimingFeng, KunHe, XiaomingSun, YitongYinJan 8, 2021Innovations in Theoretical Computer Science (ITCS 2021),Jan 6-8,2021,online
    WeimingFeng, KunHe, XiaomingSun, YitongYin
    Innovations in Theoretical Computer Science (ITCS 2021)
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  • DDSL: Efficient Subgraph Listing on Distributed and Dynamic Graphs

    226 Keywords2020DASSAADistributed graph systemsYue Wang

    Authors: XunJian, YueWang, XiayuLei, YanyanShen, LeiChen Name of Conference: International Conference on Database Systems for Advanced Applications(DASFAA 2020),May 21-24,Seoguipo KAL Hotel, Jeju...

    XunJian, YueWang, XiayuLei, Yanyan, Shen, LeiChenSep 22, 2020International Conference on Database Systems for Advanced Applications(DASFAA 2020),May 21-24,Seoguipo KAL Hotel, Jeju, Korea
    XunJian, YueWang, XiayuLei, YanyanShen, LeiChen
    International Conference on Database Systems for Advanced Applications(DASFAA 2020)
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  • DISK: A Distributed Framework for Single-Source SimRank with Accuracy Guarantee

    238 Keywords2020Distributed graph systemsRui MaoVLDBYue Wang

    Authors: YueWang, RuiqiXu, YulinChe, LeiChen, QiongLuo, RuiMao Name of Conference: International Conference on Very Large Data Bases (VLDB 2021), Aug 16- 20, 2021, Copenhagen, Denmark Date of Publi...

    YueWang, RuiqiXu, YulinChe, LeiChen, QiongLuo, RuiMaoNov 11, 2020International Conference on Very Large Data Bases (VLDB 2021), Aug 16- 20, 2021, Copenhagen, Denmark
    YueWang, RuiqiXu, YulinChe, LeiChen, QiongLuo, RuiMao
    International Conference on Very Large Data Bases (VLDB 2021)
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  • Graph Algorithms: Parallelization and Scalability

    227 Keywords2020Kun HeQian LiSCISWenfei FanYue Wang

    Authors: Wenfei Fan, Kun He, Qian Li, Yue Wang Published in: SCIENCE CHINA Information Sciences (SCIS 2020) Date of Publication: Sept 21, 2020 Abstract For computations on large-scale graphs, on...

    Wenfei Fan, Kun He, Qian Li, Yue WangSept 21, 2020SCIENCE CHINA Information Sciences (SCIS 2020)
    Wenfei Fan, Kun He, Qian Li, Yue Wang
    SCIENCE CHINA Information Sciences (SCIS 2020)
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  • Discovering Graph Functional Dependencies

    297 Keywords2020Data qualityTODSWenfei Fan

    Authors: Wenfei Fan, Chunming Hu , Xueli Liu, and Ping Lu Published in: ACM Transactions on Database Systems (TODS 2020) Date of Publication: Sept 1, 2020 Abstract This article studies discover...

    Wenfei Fan, Chunming Hu , Xueli Liu, and Ping Lu2020ACM Transactions on Database Systems (TODS 2020)
    Wenfei Fan, Chunming Hu , Xueli Liu, and Ping Lu
    ACM Transactions on Database Systems (TODS 2020)
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  • Capturing Associations in Graphs

    337 Keywords2020Data qualityExplainable AI by combining statistical and logical methodsVLDBWenfei Fan

    Authors: Wenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Chao Tian, Jingren Zhou Published in: International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan Date o...

    Wenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Chao Tian, Jingren Zhou2020International Conference on Very Large Data Bases (VLDB 2020)
    Wenfei Fan, Ruochun Jin, Muyang Liu, Ping Lu, Chao Tian, Jingren Zhou
    International Conference on Very Large Data Bases (VLDB 2020)
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  • Finding Large Diverse Communities on Networks: The Edge Maximum k*-Partite Clique

    230 Keywords2020Big data analytics under constrained resourcesVLDBYue Wang

    Authors: Alexander Zhou, Yue Wang, Lei Chen Name of Conference: International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan Date of Publication: Aug 31, 2020 ...

    Alexander Zhou, Yue Wang, Lei ChenAug 31, 2020International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan
    Alexander Zhou, Yue Wang, Lei Chen
    International Conference on Very Large Data Bases (VLDB 2020)
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  • Optimizing DNN Computation Graph using Graph Substitutions

    231 Keywords2020Big data analytics under constrained resourcesVLDBYue Wang

    Authors: Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen Name of Conference: International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan Date of Publication: Aug...

    Jingzhi Fang, Yanyan Shen, Yue Wang, Lei ChenAug 31, 2020International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan
    Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
    International Conference on Very Large Data Bases (VLDB 2020)
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  • Similarity Query Processing for High-dimensional Data

    226 Keywords2020Data qualityJianbin QinVLDB

    Authors: Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang Name of Conference: International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan Date of Publication: Aug...

    Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang2020International Conference on Very Large Data Bases (VLDB 2020)
    Jianbin Qin, Wei Wang, Chuan Xiao, Ying Zhang
    International Conference on Very Large Data Bases (VLDB 2020)
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  • Incrementalization of Graph Partitioning Algorithms

    204 Keywords2020Approximation theory and practiceDistributed graph systemsIncremental computation theoryVLDBWenfei Fan

    Authors: Wenfei Fan, Muyang Liu, Chao Tian, Ruiqi Xu, Jingren Zhou Published in: International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan Date of Publicatio...

    Wenfei Fan, Muyang Liu, Chao Tian, Ruiqi Xu, Jingren ZhouApril 1, 2020International Conference on Very Large Data Bases (VLDB 2020), Aug 31- Sept 4, 2020, Tokyo, Japan
    Wenfei Fan, Muyang Liu, Chao Tian, Ruiqi Xu, Jingren Zhou
    International Conference on Very Large Data Bases (VLDB 2020)
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  • Effective Similarity Search on Heterogeneous Networks: A Meta-path Free Approach

    236 Keywords2020Social media marketingTKDEYue Wang

    Authors: Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Hao Xin, Lei Chen, Jianchun Song, Zhenhong Chen, Meng Zhao Published in: IEEE Transactions on Knowledge and Data Engineering(TKDE 202...

    Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Hao Xin, Lei Chen, Jianchun Song, Zhenhong Chen, Meng Zhao2020IEEE Transactions on Knowledge and Data Engineering (TKDE 2020)
    Yue Wang, Zhe Wang, Ziyuan Zhao, Zijian Li, Xun Jian, Hao Xin, Lei Chen, Jianchun Song, Zhenhong Chen, Meng Zhao
    IEEE Transactions on Knowledge and Data Engineering(TKDE 2020)
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  • Approximate Single-Peakedness in Large Elections

    264 Keywords2020Big data analytics under constrained resourcesICKGQian Li

    Authors: Zhihuai Chen, Qian Li, Xiaoming Sun, Lirong Xia, and Jialin Zhang Name of Conference: IEEE International Conference on Knowledge Graph (ICKG 2020), Aug 9-11, 2020, Nanjing, China Date of P...

    Zhihuai Chen, Qian Li, Xiaoming Sun, Lirong Xia, and Jialin ZhangAug 9, 2020IEEE International Conference on Knowledge Graph (ICKG 2020), Aug 9-11, 2020, Nanjing, China
    Zhihuai Chen, Qian Li, Xiaoming Sun, Lirong Xia, and Jialin Zhang
    IEEE International Conference on Knowledge Graph (ICKG 2020)
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