Renchi Yang

According to our database, Renchi Yang authored at least 29 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Effective Edge Ranking via Random Walk with Restart.

Renchi Yang

CoRR, 2024

2023

PANE: scalable and effective attributed network embedding.

Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu

VLDB J., November, 2023

Efficient Estimation of Pairwise Effective Resistance.

Renchi Yang, Jing Tang

Proc. ACM Manag. Data, 2023

Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation.

Yiran Li, Renchi Yang, Jieming Shi

Proc. ACM Manag. Data, 2023

Effective and Efficient PageRank-based Positioning for Graph Visualization.

Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang

Proc. ACM Manag. Data, 2023

Efficient High-Quality Clustering for Large Bipartite Graphs.

Renchi Yang, Jieming Shi

CoRR, 2023

Node-wise Diffusion for Scalable Graph Learning.

Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao

Proceedings of the ACM Web Conference 2023, 2023

Efficient Approximation Algorithms for Spanning Centrality.

Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficient and Effective Edge-wise Graph Representation Learning.

Hewen Wang, Renchi Yang, Keke Huang, Xiaokui Xiao

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

SlotGAT: Slot-based Message Passing for Heterogeneous Graphs.

Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li

Proceedings of the International Conference on Machine Learning, 2023

Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations.

Hewen Wang, Renchi Yang, Jieming Shi

Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

2022

No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server.

Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu

SIGMOD Rec., 2022

Efficient and Effective Similarity Search over Bipartite Graphs.

Renchi Yang

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Scalable and Effective Bipartite Network Embedding.

Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

LSCALE: Latent Space Clustering-Based Active Learning for Node Classification.

Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization.

Tianyuan Jin, Yu Yang, Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao

Proc. VLDB Endow., 2021

PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank.

Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang

CoRR, 2021

Effective and Scalable Clustering on Massive Attributed Graphs.

Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao

Proceedings of the WWW '21: The Web Conference 2021, 2021

Fast Approximate All Pairwise CoSimRanks via Random Projection.

Renchi Yang, Xiaokui Xiao

Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

2020

Efficient and scalable techniques for pagerank-based graph analytics

Renchi Yang

PhD thesis, 2020

Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank.

Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick

Proc. VLDB Endow., 2020

Scaling Attributed Network Embedding to Massive Graphs.

Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav S. Bhowmick

Proc. VLDB Endow., 2020

Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs.

Jieming Shi, Tianyuan Jin, Renchi Yang, Xiaokui Xiao, Yin Yang

Proc. VLDB Endow., 2020

Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes.

Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao

CoRR, 2020

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 Trans. Database Syst., 2019

Realtime Top-k Personalized PageRank over Large Graphs on GPUs.

Jieming Shi, Renchi Yang, Tianyuan Jin, Xiaokui Xiao, Yin Yang

Proc. VLDB Endow., 2019

Homogeneous Network Embedding for Massive Graphs via Personalized PageRank.

Renchi Yang, Jieming Shi, Xiaokui Xiao, Sourav S. Bhowmick, Yin Yang

CoRR, 2019

Efficient Estimation of Heat Kernel PageRank for Local Clustering.

Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li

Proceedings of the 2019 International Conference on Management of Data, 2019

2017

FORA: Simple and Effective Approximate Single-Source Personalized PageRank.

Sibo Wang, Renchi Yang, Xiaokui Xiao, Zhewei Wei, Yin Yang

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017