FORA: Simple and Effective Approximate Single-Source Personalized PageRank. - Sibo Wang 001; Renchi Yang; Xiaokui Xiao; Zhewei Wei; Yin Yang 001 (KDD, 2017)

Efficient Estimation of Heat Kernel PageRank for Local Clustering. - Renchi Yang; Xiaokui Xiao; Zhewei Wei; Sourav S. Bhowmick; Jun Zhao 007; Rong-Hua Li (SIGMOD Conference, 2019)

Homogeneous Network Embedding for Massive Graphs via Personalized PageRank. - Renchi Yang; Jieming Shi 001; Xiaokui Xiao; Sourav S. Bhowmick; Yin Yang 001 (CoRR, 2019)

Realtime Top-k Personalized PageRank over Large Graphs on GPUs. - Jieming Shi 001; Renchi Yang; Tianyuan Jin; Xiaokui Xiao; Yin Yang 001 (Proc. VLDB Endow., 2019)

Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. - Sibo Wang 001; Renchi Yang; Runhui Wang; Xiaokui Xiao; Zhewei Wei; Wenqing Lin; Yin Yang 001; Nan Tang 001 (ACM Trans. Database Syst., 2019)

Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes. - Juncheng Liu; Yiwei Wang 001; Bryan Hooi; Renchi Yang; Xiaokui Xiao (CoRR, 2020)

Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. - Jieming Shi 001; Tianyuan Jin; Renchi Yang; Xiaokui Xiao; Yin Yang 001 (Proc. VLDB Endow., 2020)

Scaling Attributed Network Embedding to Massive Graphs. - Renchi Yang; Jieming Shi 001; Xiaokui Xiao; Yin Yang 001; Juncheng Liu; Sourav S. Bhowmick (Proc. VLDB Endow., 2020)

Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank. - Renchi Yang; Jieming Shi 001; Xiaokui Xiao; Yin Yang 001; Sourav S. Bhowmick (Proc. VLDB Endow., 2020)

Efficient and scalable techniques for pagerank-based graph analytics - Renchi Yang (2020)

Fast Approximate All Pairwise CoSimRanks via Random Projection. - Renchi Yang; Xiaokui Xiao (WISE (1), 2021)

Effective and Scalable Clustering on Massive Attributed Graphs. - Renchi Yang; Jieming Shi 001; Yin Yang 001; Keke Huang; Shiqi Zhang 004; Xiaokui Xiao (WWW, 2021)

PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank. - Shiqi Zhang 004; Renchi Yang; Xiaokui Xiao; Xiao Yan 002; Bo Tang 016 (CoRR, 2021)

Unconstrained Submodular Maximization with Modular Costs: Tight Approximation and Application to Profit Maximization. - Tianyuan Jin; Yu Yang 001; Renchi Yang; Jieming Shi 001; Keke Huang; Xiaokui Xiao (Proc. VLDB Endow., 2021)

LSCALE: Latent Space Clustering-Based Active Learning for Node Classification. - Juncheng Liu; Yiwei Wang 001; Bryan Hooi; Renchi Yang; Xiaokui Xiao (ECML/PKDD (1), 2022)

Scalable and Effective Bipartite Network Embedding. - Renchi Yang; Jieming Shi 001; Keke Huang; Xiaokui Xiao (SIGMOD Conference, 2022)

Efficient and Effective Similarity Search over Bipartite Graphs. - Renchi Yang (WWW, 2022)

No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server. - Renchi Yang; Jieming Shi 001; Xiaokui Xiao; Yin Yang 001; Sourav S. Bhowmick; Juncheng Liu (SIGMOD Rec., 2022)

Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations. - Hewen Wang; Renchi Yang; Jieming Shi 001 (DaWaK, 2023)

SlotGAT: Slot-based Message Passing for Heterogeneous Graphs. - Ziang Zhou; Jieming Shi 001; Renchi Yang; Yuanhang Zou; Qing Li 001 (ICML, 2023)

Efficient and Effective Edge-wise Graph Representation Learning. - Hewen Wang; Renchi Yang; Keke Huang; Xiaokui Xiao (KDD, 2023)

Efficient Approximation Algorithms for Spanning Centrality. - Shiqi Zhang 004; Renchi Yang; Jing Tang 004; Xiaokui Xiao; Bo Tang 016 (KDD, 2023)

Node-wise Diffusion for Scalable Graph Learning. - Keke Huang; Jing Tang 004; Juncheng Liu; Renchi Yang; Xiaokui Xiao (WWW, 2023)

Effective and Efficient PageRank-based Positioning for Graph Visualization. - Shiqi Zhang 004; Renchi Yang; Xiaokui Xiao; Xiao Yan 002; Bo Tang 016 (Proc. ACM Manag. Data, 2023)

Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation. - Yiran Li 004; Renchi Yang; Jieming Shi 001 (Proc. ACM Manag. Data, 2023)

Efficient Estimation of Pairwise Effective Resistance. - Renchi Yang; Jing Tang 004 (Proc. ACM Manag. Data, 2023)

PANE: scalable and effective attributed network embedding. - Renchi Yang; Jieming Shi 001; Xiaokui Xiao; Yin Yang 001; Sourav S. Bhowmick; Juncheng Liu (VLDB J., 2023)

Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks. - Yurui Lai; Xiaoyang Lin; Renchi Yang; Hongtao Wang (KDD, 2024)

Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. - Hewen Wang; Renchi Yang; Xiaokui Xiao (KDD, 2024)

Effective Clustering on Large Attributed Bipartite Graphs. - Renchi Yang; Yidu Wu; Xiaoyang Lin; Qichen Wang 001; Tsz Nam Chan; Jieming Shi 001 (KDD, 2024)

SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network. - Ziang Zhou; Jieming Shi 001; Renchi Yang; Yuanhang Zou; Qing Li 001 (CoRR, 2024)

Cost-Effective Label-free Node Classification with LLMs. - Taiyan Zhang; Renchi Yang; Mingyu Yan; Xiaochun Ye; Dongrui Fan; Yurui Lai (CoRR, 2024)

Efficient High-Quality Clustering for Large Bipartite Graphs. - Renchi Yang; Jieming Shi 001 (Proc. ACM Manag. Data, 2024)

A versatile framework for attributed network clustering via K-nearest neighbor augmentation. - Yiran Li 004; Gongyao Guo; Jieming Shi 001; Renchi Yang; Shiqi Shen; Qing Li 001; Jun Luo (VLDB J., 2024)

GraSP: Simple Yet Effective Graph Similarity Predictions. - Haoran Zheng; Jieming Shi 001; Renchi Yang (AAAI, 2025)

Adaptive Local Clustering Over Attributed Graphs. - Haoran Zheng; Renchi Yang; Jianliang Xu (ICDE, 2025)

Spectral Subspace Clustering for Attributed Graphs. - Xiaoyang Lin; Renchi Yang; Haoran Zheng; Xiangyu Ke (KDD (1), 2025)

SAFT: Structure-aware Transformers for Textual Interaction Classification. - Hongtao Wang; Renchi Yang; Hewen Wang; Haoran Zheng; Jianliang Xu (SIGIR, 2025)

Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs. - Taiyan Zhang; Renchi Yang; Yurui Lai; Mingyu Yan; Xiaochun Ye; Dongrui Fan (SIGIR, 2025)

Diffusion-based Graph-agnostic Clustering. - Kun Xie 010; Renchi Yang; Sibo Wang 001 (WWW, 2025)

Cost-Effective Text Clustering with Large Language Models. - Hongtao Wang; Taiyan Zhang; Renchi Yang; Jianliang Xu (CoRR, 2025)

Simple yet Effective Graph Distillation via Clustering. - Yurui Lai; Taiyan Zhang; Renchi Yang (CoRR, 2025)

Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities. - Jiancheng Ruan; Tingyang Chen; Renchi Yang; Xiangyu Ke; Yunjun Gao (CoRR, 2025)

Community-Aware Social Community Recommendation. - Runhao Jiang; Renchi Yang; Wenqing Lin (CoRR, 2025)