publications

publications by categories in reversed chronological order.

2024

  1. GraphScope Flex: LEGO-like Graph Computing Stack
    Tao He ,  Shuxian Hu ,  Longbin Lai ,  Dongze Li ,  Neng Li ,  Xue Li ,  Lexiao Liu ,  Xiaojian Luo ,  Binqing Lyu ,  Ke Meng ,  and  others
    SIGMOD 2024 (to appear) / arXiv preprint arXiv:2312.12107, 2024
  2. RAGraph: A Region-Aware Framework for Geo-Distributed Graph Processing
    Feng Yao ,  Qian Tao ,  Wenyuan Yu ,  Yanfeng Zhang ,  Shufeng Gong ,  Qiange Wang ,  Ge Yu ,  and  Jingren Zhou
    Proceedings of the VLDB Endowment, 2024
  3. XGNN: Boosting Multi-GPU GNN Training via Global GNN Memory Store
    Dahai Tang ,  Jiali Wang ,  Rong Chen ,  Lei Wang ,  Wenyuan Yu ,  Jingren Zhou ,  and  Kenli Li
    Proceedings of the VLDB Endowment, 2024
  4. A Graph-Native Query Optimization Framework
    Bingqing Lyu ,  Xiaoli Zhou ,  Longbin Lai ,  Yufan Yang ,  Yunkai Lou ,  Wenyuan Yu ,  and  Jingren Zhou
    arXiv preprint arXiv:2401.17786, 2024
  5. Ingress: an automated incremental graph processing system
    Shufeng Gong ,  Chao Tian ,  Qiang Yin ,  Zhengdong Wang ,  Song Yu ,  Yanfeng Zhang ,  Wenyuan Yu ,  Liang Geng ,  Chong Fu ,  Ge Yu ,  and  others
    The VLDB Journal, 2024

2023

  1. LONGNN: Spectral GNNs with Learnable Orthonormal Basis
    Qian Tao ,  Zhen Wang ,  Wenyuan Yu ,  Yaliang Li ,  and  Zhewei Wei
    arXiv preprint arXiv:2303.13750, 2023
  2. Layph: Making Change Propagation Constraint in Incremental Graph Processing by Layering Graph
    Song Yu ,  Shufeng Gong ,  Yanfeng Zhang ,  Wenyuan Yu ,  Qiang Yin ,  Chao Tian ,  Qian Tao ,  Yongze Yan ,  Ge Yu ,  and  Jingren Zhou
    arXiv preprint arXiv:2304.07458, 2023
  3. FLASH: A Framework for Programming Distributed Graph Processing Algorithms
    Xue Li ,  Ke Meng ,  Lu Qin ,  Longbin Lai ,  Wenyuan Yu ,  Zhengping Qian ,  Xuemin Lin ,  and  Jingren Zhou
    In 2023 IEEE 39th International Conference on Data Engineering (ICDE) , 2023
  4. Bridging the Gap between Relational {OLTP} and Graph-based {OLAP}
    Sijie Shen ,  Zihang Yao ,  Lin Shi ,  Lei Wang ,  Longbin Lai ,  Qian Tao ,  Li Su ,  Rong Chen ,  Wenyuan Yu ,  Haibo Chen ,  and  others
    In 2023 USENIX Annual Technical Conference (USENIX ATC 23) , 2023
  5. {GLogS}: Interactive Graph Pattern Matching Query At Large Scale
    Longbin Lai ,  Yufan Yang ,  Zhibin Wang ,  Yuxuan Liu ,  Haotian Ma ,  Sijie Shen ,  Bingqing Lyu ,  Xiaoli Zhou ,  Wenyuan Yu ,  Zhengping Qian ,  and  others
    In 2023 USENIX Annual Technical Conference (USENIX ATC 23) , 2023
  6. Legion: Automatically Pushing the Envelope of Multi-GPU System for Billion-Scale GNN Training
    Jie Sun ,  Li Su ,  Zuocheng Shi ,  Wenting Shen ,  Zeke Wang ,  Lei Wang ,  Jie Zhang ,  Yong Li ,  Wenyuan Yu ,  Jingren Zhou ,  and  others
    arXiv preprint arXiv:2305.16588, 2023
  7. Efficient Multi-GPU Graph Processing with Remote Work Stealing
    Ke Meng ,  Liang Geng ,  Xue Li ,  Qian Tao ,  Wenyuan Yu ,  and  Jingren Zhou
    In 2023 IEEE 39th International Conference on Data Engineering (ICDE) , 2023
  8. Vineyard: Optimizing Data Sharing in Data-Intensive Analytics
    Wenyuan Yu ,  Tao He ,  Lei Wang ,  Ke Meng ,  Ye Cao ,  Diwen Zhu ,  Sanhong Li ,  and  Jingren Zhou
    Proceedings of the ACM on Management of Data / SIGMOD 2023, 2023
  9. The Linked Data Benchmark Council (LDBC): Driving competition and collaboration in the graph data management space
    Gábor Szárnyas ,  Brad Bebee ,  Altan Birler ,  Alin Deutsch ,  George Fletcher ,  Henry A Gabb ,  Denise Gosnell ,  Alastair Green ,  Zhihui Guo ,  Keith W Hare ,  and  others
    arXiv preprint arXiv:2307.04350, 2023
  10. GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes
    Xue Li ,  Weibin Zeng ,  Zhibin Wang ,  Diwen Zhu ,  Jingbo Xu ,  Wenyuan Yu ,  and  Jingren Zhou
    arXiv preprint arXiv:2312.09577, 2023
  11. Unicron: Economizing Self-Healing LLM Training at Scale
    Tao He ,  Xue Li ,  Zhibin Wang ,  Kun Qian ,  Jingbo Xu ,  Wenyuan Yu ,  and  Jingren Zhou
    arXiv preprint arXiv:2401.00134, 2023

2022

  1. Linking entities across relations and graphs
    Wenfei Fan ,  Liang Geng ,  Ruochun Jin ,  Ping Lu ,  Resul Tugay ,  and  Wenyuan Yu
    In 2022 IEEE 38th International Conference on Data Engineering (ICDE) , 2022
  2. GNNLab: a factored system for sample-based GNN training over GPUs
    Jianbang Yang ,  Dahai Tang ,  Xiaoniu Song ,  Lei Wang ,  Qiang Yin ,  Rong Chen ,  Wenyuan Yu ,  and  Jingren Zhou
    In Proceedings of the Seventeenth European Conference on Computer Systems , 2022
  3. Banyan: a scoped dataflow engine for graph query service
    Li Su ,  Xiaoming Qin ,  Zichao Zhang ,  Rui Yang ,  Le Xu ,  Indranil Gupta ,  Wenyuan Yu ,  Kai Zeng ,  and  Jingren Zhou
    arXiv preprint arXiv:2202.12530, 2022
  4. DMCS: Density modularity based community search
    Junghoon Kim ,  Siqiang Luo ,  Gao Cong ,  and  Wenyuan Yu
    In Proceedings of the 2022 International Conference on Management of Data , 2022
  5. ABC: attributed bipartite co-clustering
    Junghoon Kim ,  Kaiyu Feng ,  Gao Cong ,  Diwen Zhu ,  Wenyuan Yu ,  and  Chunyan Miao
    Proceedings of the VLDB Endowment, 2022

2021

  1. FlexGraph: a flexible and efficient distributed framework for GNN training
    Lei Wang ,  Qiang Yin ,  Chao Tian ,  Jianbang Yang ,  Rong Chen ,  Wenyuan Yu ,  Zihang Yao ,  and  Jingren Zhou
    In Proceedings of the Sixteenth European Conference on Computer Systems , 2021
  2. Automating incremental graph processing with flexible memoization
    Shufeng Gong ,  Chao Tian ,  Qiang Yin ,  Wenyuan Yu ,  Yanfeng Zhang ,  Liang Geng ,  Song Yu ,  Ge Yu ,  and  Jingren Zhou
    Proceedings of the VLDB Endowment, 2021
  3. Incrementalizing graph algorithms
    Wenfei Fan ,  Chao Tian ,  Ruiqi Xu ,  Qiang Yin ,  Wenyuan Yu ,  and  Jingren Zhou
    In Proceedings of the 2021 International Conference on Management of Data , 2021
  4. GraphScope: a one-stop large graph processing system
    Jingbo Xu ,  Zhanning Bai ,  Wenfei Fan ,  Longbin Lai ,  Xue Li ,  Zhao Li ,  Zhengping Qian ,  Lei Wang ,  Yanyan Wang ,  Wenyuan Yu ,  and  others
    Proceedings of the VLDB Endowment, 2021
  5. GraphScope: a unified engine for big graph processing
    Wenfei Fan ,  Tao He ,  Longbin Lai ,  Xue Li ,  Yong Li ,  Zhao Li ,  Zhengping Qian ,  Chao Tian ,  Lei Wang ,  Jingbo Xu ,  and  others
    Proceedings of the VLDB Endowment, 2021

2020

  1. Adaptive asynchronous parallelization of graph algorithms
    Wenfei Fan ,  Ping Lu ,  Wenyuan Yu ,  Jingbo Xu ,  Qiang Yin ,  Xiaojian Luo ,  Jingren Zhou ,  and  Ruochun Jin
    ACM Transactions on Database Systems (TODS), 2020
  2. Application driven graph partitioning
    Wenfei Fan ,  Ruochun Jin ,  Muyang Liu ,  Ping Lu ,  Xiaojian Luo ,  Ruiqi Xu ,  Qiang Yin ,  Wenyuan Yu ,  and  Jingren Zhou
    In Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data , 2020

2018

  1. Parallelizing sequential graph computations
    Wenfei Fan ,  Wenyuan Yu ,  Jingbo Xu ,  Jingren Zhou ,  Xiaojian Luo ,  Qiang Yin ,  Ping Lu ,  Yang Cao ,  and  Ruiqi Xu
    ACM Transactions on Database Systems (TODS), 2018
  2. From Think Parallel to Think Sequential
    Wenfei Fan ,  Yang Cao ,  Jingbo Xu ,  Wenyuan Yu ,  Yinghui Wu ,  Chao Tian ,  Jiaxin Jiang ,  and  Bohan Zhang
    ACM SIGMOD Record, 2018

2017

  1. GRAPE: Parallelizing sequential graph computations
    Wenfei Fan ,  Jingbo Xu ,  Yinghui Wu ,  Wenyuan Yu ,  and  Jiaxin Jiang
    Proceedings of the VLDB Endowment, 2017
  2. GRAPE: Conducting Parallel Graph Computations without Developing Parallel Algorithms.
    Wenfei Fan ,  Jingbo Xu ,  Xiaojian Luo ,  Yinghui Wu ,  Wenyuan Yu ,  and  Ruiqi Xu
    IEEE Data Eng. Bull., 2017

2014

  1. Bounded conjunctive queries
    Yang Cao ,  Wenfei Fan ,  Tianyu Wo ,  and  Wenyuan Yu
    Proceedings of the VLDB Endowment, 2014
  2. Conflict resolution with data currency and consistency
    Wenfei Fan ,  Floris Geerts ,  Nan Tang ,  and  Wenyuan Yu
    Journal of Data and Information Quality (JDIQ), 2014
  3. The IUPHAR/BPS Guide to PHARMACOLOGY: an expert-driven knowledgebase of drug targets and their ligands
    Adam J Pawson ,  Joanna L Sharman ,  Helen E Benson ,  Elena Faccenda ,  Stephen PH Alexander ,  O Peter Buneman ,  Anthony P Davenport ,  John C McGrath ,  John A Peters ,  Christopher Southan ,  and  others
    Nucleic acids research, 2014

2013

  1. Inferring data currency and consistency for conflict resolution
    Wenfei Fan ,  Floris Geerts ,  Nan Tang ,  and  Wenyuan Yu
    In 2013 IEEE 29th International Conference on Data Engineering (ICDE) , 2013
  2. Data quality problems beyond consistency and deduplication
    Wenfei Fan ,  Floris Geerts ,  Shuai Ma ,  Nan Tang ,  and  Wenyuan Yu
    In Search of Elegance in the Theory and Practice of Computation: Essays Dedicated to Peter Buneman, 2013
  3. Determining the relative accuracy of attributes
    Yang Cao ,  Wenfei Fan ,  and  Wenyuan Yu
    In Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data , 2013

2012

  1. Incremental detection of inconsistencies in distributed data
    Wenfei Fan ,  Jianzhong Li ,  Nan Tang ,  and  others
    IEEE Transactions on Knowledge and Data Engineering, 2012
  2. Towards certain fixes with editing rules and master data
    Wenfei Fan ,  Jianzhong Li ,  Shuai Ma ,  Nan Tang ,  and  Wenyuan Yu
    The VLDB journal, 2012
  3. Botzone: A game playing system for artificial intelligence education
    Haifeng Zhang ,  Ge Gao ,  Wenxin Li ,  Cheng Zhong ,  Wenyuan Yu ,  and  Cheng Wang
    In Proceedings of the International Conference on Frontiers in Education: Computer Science and Computer Engineering (FECS) , 2012

2011

  1. Interaction between record matching and data repairing
    Wenfei Fan ,  Jianzhong Li ,  Shuai Ma ,  Nan Tang ,  and  Wenyuan Yu
    In Proc. SIGMOD , 2011
  2. CerFix: A system for cleaning data with certain fixes
    Wenfei Fan ,  Jianzhong Li ,  Shuai Ma ,  Nan Tang ,  and  Wenyuan Yu
    Proceedings of the VLDB Endowment, 2011

2010

  1. Towards certain fixes with editing rules and master data
    Wenfei Fan ,  Jianzhong Li ,  Shuai Ma ,  Nan Tang ,  and  Wenyuan Yu
    Proceedings of the VLDB Endowment, 2010