Renchi Yang

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

Active Learning

Bipartite Graph

Profit Maximization

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Yurui Lai, Xiaoyang Lin, Renchi Yang, Hongtao Wang
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks. KDD (2024)
Renchi Yang, Yidu Wu, Xiaoyang Lin, Qichen Wang, Tsz Nam Chan, Jieming Shi
Effective Clustering on Large Attributed Bipartite Graphs. KDD (2024)
Hewen Wang, Renchi Yang, Xiaokui Xiao
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. CoRR (2024)
Yurui Lai, Xiaoyang Lin, Renchi Yang, Hongtao Wang
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks. CoRR (2024)
Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network. CoRR (2024)
Renchi Yang, Yidu Wu, Xiaoyang Lin, Qichen Wang, Tsz Nam Chan, Jieming Shi
Effective Clustering on Large Attributed Bipartite Graphs. CoRR (2024)
Hewen Wang, Renchi Yang, Xiaokui Xiao
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. KDD (2024)
Renchi Yang, Jieming Shi
Efficient High-Quality Clustering for Large Bipartite Graphs. Proc. ACM Manag. Data 2 (1) (2024)
Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang
Efficient Approximation Algorithms for Spanning Centrality. KDD (2023)
Hewen Wang, Renchi Yang, Jieming Shi
Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations. DaWaK (2023)
Yiran Li, Renchi Yang, Jieming Shi
Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation. Proc. ACM Manag. Data 1 (2) (2023)
Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang
Efficient Approximation Algorithms for Spanning Centrality. CoRR (2023)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu
PANE: scalable and effective attributed network embedding. VLDB J. 32 (6) (2023)
Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao
Node-wise Diffusion for Scalable Graph Learning. CoRR (2023)
Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang
Effective and Efficient PageRank-based Positioning for Graph Visualization. Proc. ACM Manag. Data 1 (1) (2023)
Renchi Yang, Jing Tang
Efficient Estimation of Pairwise Effective Resistance. Proc. ACM Manag. Data 1 (1) (2023)
Hewen Wang, Renchi Yang, Keke Huang, Xiaokui Xiao
Efficient and Effective Edge-wise Graph Representation Learning. KDD (2023)
Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li
SlotGAT: Slot-based Message Passing for Heterogeneous Graphs. ICML (2023)
Renchi Yang
Efficient and Effective Similarity Search over Bipartite Graphs. CoRR (2023)
Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao
Node-wise Diffusion for Scalable Graph Learning. WWW (2023)
Renchi Yang, Jing Tang
Efficient Estimation of Pairwise Effective Resistance. CoRR (2023)
Renchi Yang, Jieming Shi
Efficient High-Quality Clustering for Large Bipartite Graphs. CoRR (2023)
Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao
Scalable and Effective Bipartite Network Embedding. SIGMOD Conference (2022)
Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao
LSCALE: Latent Space Clustering-Based Active Learning for Node Classification. ECML/PKDD (1) (2022)
Renchi Yang
Efficient and Effective Similarity Search over Bipartite Graphs. WWW (2022)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu
No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server. SIGMOD Rec. 51 (1) (2022)
Renchi Yang, Xiaokui Xiao
Fast Approximate All Pairwise CoSimRanks via Random Projection. WISE (1) (2021)
Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang
PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank. CoRR (2021)
Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao
Effective and Scalable Clustering on Massive Attributed Graphs. WWW (2021)
Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao
Effective and Scalable Clustering on Massive Attributed Graphs. CoRR (2021)
Tianyuan Jin, Yu Yang, Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao
Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization. Proc. VLDB Endow. 14 (10) (2021)
Jieming Shi, Tianyuan Jin, Renchi Yang, Xiaokui Xiao, Yin Yang
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. CoRR (2020)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav S. Bhowmick
Scaling Attributed Network Embedding to Massive Graphs. CoRR (2020)
Jieming Shi, Tianyuan Jin, Renchi Yang, Xiaokui Xiao, Yin Yang
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. Proc. VLDB Endow. 13 (7) (2020)
Renchi Yang
Fast Approximate CoSimRanks via Random Projections. CoRR (2020)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav S. Bhowmick
Scaling Attributed Network Embedding to Massive Graphs. Proc. VLDB Endow. 14 (1) (2020)
Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao
Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes. CoRR (2020)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank. Proc. VLDB Endow. 13 (5) (2020)
Renchi Yang, Jieming Shi, Xiaokui Xiao, Sourav S. Bhowmick, Yin Yang
Homogeneous Network Embedding for Massive Graphs via Personalized PageRank. CoRR (2019)
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang
Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. CoRR (2019)
Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li
Efficient Estimation of Heat Kernel PageRank for Local Clustering. CoRR (2019)
Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li
Efficient Estimation of Heat Kernel PageRank for Local Clustering. SIGMOD Conference (2019)
Sibo Wang, Renchi Yang, Runhui Wang, Xiaokui Xiao, Zhewei Wei, Wenqing Lin, Yin Yang, Nan Tang
Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. ACM Trans. Database Syst. 44 (4) (2019)
Jieming Shi, Renchi Yang, Tianyuan Jin, Xiaokui Xiao, Yin Yang
Realtime Top-k Personalized PageRank over Large Graphs on GPUs. Proc. VLDB Endow. 13 (1) (2019)
Sibo Wang, Renchi Yang, Xiaokui Xiao, Zhewei Wei, Yin Yang
FORA: Simple and Effective Approximate Single-Source Personalized PageRank. KDD (2017)