● Scalable and Effective Bipartite Network Embedding
Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao
Proceedings of the International Conference on Management of Data (SIGMOD), 2022
Publications
(Authors marked with * contributed equally to the research.)
● No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav Bhowmick, Juncheng Liu
SIGMOD Record (special issue for ACM SIGMOD Research Highlight Award), 2022
● Efficient and Effective Similarity Search over Bipartite Graphs (Best Paper Award Nominee)
Renchi Yang
Proceedings of The Web Conference (WWW), 2022
● Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization (also presented at the SubSetML@ICML2021)
Tianyuan Jin, Yu Yang, Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao
Proceedings of the VLDB Endowment (PVLDB), 2021
● Effective and Scalable Clustering on Massive Attributed Graphs
Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao
Proceedings of The Web Conference (WWW), 2021
● Scaling Attributed Network Embedding to Massive Graphs (Best Research Paper Award)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav Bhowmick
Proceedings of the VLDB Endowment (PVLDB), 2021
● Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick
Proceedings of the VLDB Endowment (PVLDB), 2020
● Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs
Jieming Shi*, Tianyuan Jin*, Renchi Yang, Xiaokui Xiao, Yin Yang
Proceedings of the VLDB Endowment (PVLDB), 2020
● Realtime Top-k Personalized PageRank over Large Graphs on GPUs
Jieming Shi, Renchi Yang, Tianyuan Jin, Xiaokui Xiao, Yin Yang
Proceedings of the VLDB Endowment (PVLDB), 2019
● Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang
ACM Transaction on Database Systems (TODS), 2019
