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2020 – today
- 2025
[j14]Xiaoyang Lin
, Runhao Jiang, Renchi Yang:
Effective Clustering for Large Multi-Relational Graphs. Proc. ACM Manag. Data 3(6): 1-28 (2025)- [c26]Haoran Zheng, Jieming Shi, Renchi Yang:
GraSP: Simple Yet Effective Graph Similarity Predictions. AAAI 2025: 22884-22892 - [c25]Runhao Jiang, Renchi Yang, Wenqing Lin:
Community-Aware Social Community Recommendation. CIKM 2025: 1179-1189 - [c24]Hewen Wang, Renchi Yang, Xiaokui Xiao:
GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs. CIKM 2025: 2987-2997 - [c23]Hongtao Wang, Taiyan Zhang, Renchi Yang, Jianliang Xu:
Cequel: Cost-Effective Querying of Large Language Models for Text Clustering. CIKM 2025: 2998-3008 - [c22]Haoran Zheng, Renchi Yang, Jianliang Xu:
Adaptive Local Clustering Over Attributed Graphs. ICDE 2025: 2052-2065 - [c21]Xiaoyang Lin, Renchi Yang, Haoran Zheng, Xiangyu Ke:
Spectral Subspace Clustering for Attributed Graphs. KDD (1) 2025: 789-799 - [c20]Yurui Lai, Taiyan Zhang, Renchi Yang:
Simple yet Effective Graph Distillation via Clustering. KDD (2) 2025: 1229-1240 - [c19]Jiancheng Ruan, Tingyang Chen, Renchi Yang, Xiangyu Ke, Yunjun Gao:
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities. KDD (2) 2025: 2444-2454 - [c18]Taiyan Zhang, Renchi Yang, Yurui Lai, Mingyu Yan, Xiaochun Ye, Dongrui Fan:
Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs. SIGIR 2025: 698-708 - [c17]Hongtao Wang, Renchi Yang, Hewen Wang, Haoran Zheng, Jianliang Xu:
SAFT: Structure-aware Transformers for Textual Interaction Classification. SIGIR 2025: 771-781 - [c16]Kun Xie, Renchi Yang, Sibo Wang:
Diffusion-based Graph-agnostic Clustering. WWW 2025: 1353-1364 - [i33]Haoran Zheng, Renchi Yang, Jianliang Xu:
Adaptive Local Clustering over Attributed Graphs. CoRR abs/2503.20488 (2025) - [i32]Hongtao Wang, Renchi Yang, Hewen Wang, Haoran Zheng, Jianliang Xu:
SAFT: Structure-aware Transformers for Textual Interaction Classification. CoRR abs/2504.04861 (2025) - [i31]Hongtao Wang, Taiyan Zhang, Renchi Yang, Jianliang Xu:
Cost-Effective Text Clustering with Large Language Models. CoRR abs/2504.15640 (2025) - [i30]Yurui Lai, Taiyan Zhang, Renchi Yang:
Simple yet Effective Graph Distillation via Clustering. CoRR abs/2505.20807 (2025) - [i29]Jiancheng Ruan, Tingyang Chen, Renchi Yang, Xiangyu Ke, Yunjun Gao:
Empowering Graph-based Approximate Nearest Neighbor Search with Adaptive Awareness Capabilities. CoRR abs/2506.15986 (2025) - [i28]Runhao Jiang, Renchi Yang, Wenqing Lin:
Community-Aware Social Community Recommendation. CoRR abs/2508.05107 (2025) - [i27]Xiaoyang Lin, Runhao Jiang, Renchi Yang:
Effective Clustering for Large Multi-Relational Graphs. CoRR abs/2508.17388 (2025) - [i26]Hewen Wang, Renchi Yang, Xiaokui Xiao:
GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs. CoRR abs/2508.19907 (2025) - [i25]Hongtao Wang, Renchi Yang, Wenqing Lin:
NILC: Discovering New Intents with LLM-assisted Clustering. CoRR abs/2511.05913 (2025) - [i24]Songbo Wang, Renchi Yang, Yurui Lai, Xiaoyang Lin, Tsz Nam Chan:
Rethinking Semi-Supervised Node Classification with Self-Supervised Graph Clustering. CoRR abs/2511.19976 (2025) - [i23]Haoran Zheng, Renchi Yang, Yubo Zhou, Jianliang Xu:
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization. CoRR abs/2511.19984 (2025) - [i22]Haoran Zheng, Renchi Yang, Hongtao Wang, Jianliang Xu:
Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph Filtering. CoRR abs/2511.20030 (2025) - 2024
- [j13]Renchi Yang, Jieming Shi:
Efficient High-Quality Clustering for Large Bipartite Graphs. Proc. ACM Manag. Data 2(1): 23:1-23:27 (2024) - [j12]Yiran Li, Gongyao Guo, Jieming Shi, Renchi Yang, Shiqi Shen, Qing Li, Jun Luo:
A versatile framework for attributed network clustering via K-nearest neighbor augmentation. VLDB J. 33(6): 1913-1943 (2024) - [c15]Yurui Lai, Xiaoyang Lin, Renchi Yang, Hongtao Wang:
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks. KDD 2024: 1463-1473 - [c14]Hewen Wang, Renchi Yang, Xiaokui Xiao:
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. KDD 2024: 3081-3091 - [c13]Renchi Yang, Yidu Wu, Xiaoyang Lin, Qichen Wang, Tsz Nam Chan, Jieming Shi:
Effective Clustering on Large Attributed Bipartite Graphs. KDD 2024: 3782-3793 - [i21]Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li:
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network. CoRR abs/2405.01927 (2024) - [i20]Renchi Yang, Yidu Wu, Xiaoyang Lin, Qichen Wang, Tsz Nam Chan, Jieming Shi:
Effective Clustering on Large Attributed Bipartite Graphs. CoRR abs/2405.11922 (2024) - [i19]Yurui Lai, Xiaoyang Lin, Renchi Yang, Hongtao Wang:
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks. CoRR abs/2406.05482 (2024) - [i18]Hewen Wang, Renchi Yang, Xiaokui Xiao:
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs. CoRR abs/2406.13369 (2024) - [i17]Yiran Li, Gongyao Guo, Jieming Shi, Renchi Yang, Shiqi Shen, Qing Li, Jun Luo:
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation. CoRR abs/2408.05459 (2024) - [i16]Xiaoyang Lin, Renchi Yang, Haoran Zheng, Xiangyu Ke:
Spectral Subspace Clustering for Attributed Graphs. CoRR abs/2411.11074 (2024) - [i15]Haoran Zheng, Jieming Shi, Renchi Yang:
GraSP: Simple yet Effective Graph Similarity Predictions. CoRR abs/2412.09968 (2024) - [i14]Taiyan Zhang, Renchi Yang, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Yurui Lai:
Cost-Effective Label-free Node Classification with LLMs. CoRR abs/2412.11983 (2024) - 2023
- [j11]Renchi Yang, Jing Tang:
Efficient Estimation of Pairwise Effective Resistance. Proc. ACM Manag. Data 1(1): 16:1-16:27 (2023) - [j10]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): 76:1-76:27 (2023) - [j9]Yiran Li, Renchi Yang, Jieming Shi:
Efficient and Effective Attributed Hypergraph Clustering via K-Nearest Neighbor Augmentation. Proc. ACM Manag. Data 1(2): 116:1-116:23 (2023) - [j8]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Sourav S. Bhowmick, Juncheng Liu:
PANE: scalable and effective attributed network embedding. VLDB J. 32(6): 1237-1262 (2023) - [c12]Hewen Wang, Renchi Yang, Jieming Shi:
Anomaly Detection in Financial Transactions Via Graph-Based Feature Aggregations. DaWaK 2023: 64-79 - [c11]Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li:
SlotGAT: Slot-based Message Passing for Heterogeneous Graphs. ICML 2023: 42644-42657 - [c10]Hewen Wang, Renchi Yang, Keke Huang, Xiaokui Xiao:
Efficient and Effective Edge-wise Graph Representation Learning. KDD 2023: 2326-2336 - [c9]Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang:
Efficient Approximation Algorithms for Spanning Centrality. KDD 2023: 3386-3395 - [c8]Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao:
Node-wise Diffusion for Scalable Graph Learning. WWW 2023: 1723-1733 - [i13]Keke Huang, Jing Tang, Juncheng Liu, Renchi Yang, Xiaokui Xiao:
Node-wise Diffusion for Scalable Graph Learning. CoRR abs/2305.14000 (2023) - [i12]Shiqi Zhang, Renchi Yang, Jing Tang, Xiaokui Xiao, Bo Tang:
Efficient Approximation Algorithms for Spanning Centrality. CoRR abs/2305.16086 (2023) - [i11]Renchi Yang, Jing Tang:
Efficient Estimation of Pairwise Effective Resistance. CoRR abs/2312.06123 (2023) - [i10]Renchi Yang:
Efficient and Effective Similarity Search over Bipartite Graphs. CoRR abs/2312.06724 (2023) - [i9]Renchi Yang, Jieming Shi:
Efficient High-Quality Clustering for Large Bipartite Graphs. CoRR abs/2312.16926 (2023) - 2022
- [j7]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): 42-49 (2022) - [c7]Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao:
LSCALE: Latent Space Clustering-Based Active Learning for Node Classification. ECML/PKDD (1) 2022: 55-70 - [c6]Renchi Yang, Jieming Shi, Keke Huang, Xiaokui Xiao:
Scalable and Effective Bipartite Network Embedding. SIGMOD Conference 2022: 1977-1991 - [c5]Renchi Yang:
Efficient and Effective Similarity Search over Bipartite Graphs. WWW 2022: 308-318 - 2021
- [j6]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): 1756-1768 (2021) - [c4]Renchi Yang, Xiaokui Xiao:
Fast Approximate All Pairwise CoSimRanks via Random Projection. WISE (1) 2021: 438-452 - [c3]Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao:
Effective and Scalable Clustering on Massive Attributed Graphs. WWW 2021: 3675-3687 - [i8]Renchi Yang, Jieming Shi, Yin Yang, Keke Huang, Shiqi Zhang, Xiaokui Xiao:
Effective and Scalable Clustering on Massive Attributed Graphs. CoRR abs/2102.03826 (2021) - [i7]Shiqi Zhang, Renchi Yang, Xiaokui Xiao, Xiao Yan, Bo Tang:
PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank. CoRR abs/2112.14944 (2021) - 2020
- [b1]Renchi Yang:
Efficient and scalable techniques for pagerank-based graph analytics. Nanyang Technological University, Singapore, 2020 - [j5]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): 670-683 (2020) - [j4]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): 966-978 (2020) - [j3]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): 37-49 (2020) - [i6]Jieming Shi, Tianyuan Jin, Renchi Yang, Xiaokui Xiao, Yin Yang:
Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. CoRR abs/2002.08082 (2020) - [i5]Renchi Yang, Jieming Shi, Xiaokui Xiao, Yin Yang, Juncheng Liu, Sourav S. Bhowmick:
Scaling Attributed Network Embedding to Massive Graphs. CoRR abs/2009.00826 (2020) - [i4]Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao:
Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes. CoRR abs/2012.07065 (2020)
2010 – 2019
- 2019
- [j2]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): 15-28 (2019) - [j1]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): 18:1-18:37 (2019) - [c2]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: 1339-1356 - [i3]Renchi Yang, Xiaokui Xiao, Zhewei Wei, Sourav S. Bhowmick, Jun Zhao, Rong-Hua Li:
Efficient Estimation of Heat Kernel PageRank for Local Clustering. CoRR abs/1904.02707 (2019) - [i2]Renchi Yang, Jieming Shi, Xiaokui Xiao, Sourav S. Bhowmick, Yin Yang:
Homogeneous Network Embedding for Massive Graphs via Personalized PageRank. CoRR abs/1906.06826 (2019) - [i1]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 abs/1908.10583 (2019) - 2017
- [c1]Sibo Wang, Renchi Yang, Xiaokui Xiao, Zhewei Wei, Yin Yang:
FORA: Simple and Effective Approximate Single-Source Personalized PageRank. KDD 2017: 505-514
Coauthor Index
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last updated on 2026-01-15 23:57 CET by the dblp team
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