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Renchi Yang
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FORA: simple and effective approximate single-source personalized pagerank
S Wang, R Yang, X Xiao, Z Wei, Y Yang
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017
642017
Homogeneous network embedding for massive graphs via reweighted personalized PageRank
R Yang, J Shi, X Xiao, Y Yang, SS Bhowmick
Proceedings of the VLDB Endowment 13 (5), 670-683, 2020
242020
Efficient algorithms for approximate single-source personalized pagerank queries
S Wang, R Yang, R Wang, X Xiao, Z Wei, W Lin, Y Yang, N Tang
ACM Transactions on Database Systems (TODS) 44 (4), 1-37, 2019
222019
Realtime top-k personalized pagerank over large graphs on gpus
J Shi, R Yang, T Jin, X Xiao, Y Yang
Proceedings of the VLDB Endowment 13 (1), 15-28, 2019
152019
Scaling Attributed Network Embedding to Massive Graphs
R Yang, J Shi, X Xiao, Y Yang, J Liu, SS Bhowmick
Proceedings of the VLDB Endowment 14 (1), 37-49, 2020
122020
Efficient estimation of heat kernel pagerank for local clustering
R Yang, X Xiao, Z Wei, SS Bhowmick, J Zhao, RH Li
Proceedings of the 2019 International Conference on Management of Data, 1339 …, 2019
122019
Realtime index-free single source SimRank processing on web-scale graphs
J Shi, T Jin, R Yang, X Xiao, Y Yang
Proceedings of the VLDB Endowment 13 (7), 966-978, 2020
102020
Unconstrained submodular maximization with modular costs: Tight approximation and application to profit maximization
T Jin, Y Yang, R Yang, J Shi, K Huang, X Xiao
Proceedings of the VLDB Endowment 14 (10), 1756-1768, 2021
52021
Active learning for node classification: The additional learning ability from unlabelled nodes
J Liu, Y Wang, B Hooi, R Yang, X Xiao
arXiv preprint arXiv:2012.07065, 2020
52020
Effective and Scalable Clustering on Massive Attributed Graphs
R Yang, J Shi, Y Yang, K Huang, S Zhang, X Xiao
Proceedings of the Web Conference 2021, 3675-3687, 2021
12021
Scalable and Effective Bipartite Network Embedding
R Yang, J Shi, K Huang, X Xiao
Proceedings of the 2022 International Conference on Management of Data, 1977 …, 2022
2022
No PANE, No Gain: Scaling Attributed Network Embedding in a Single Server
R Yang, J Shi, X Xiao, Y Yang, SS Bhowmick, J Liu
ACM SIGMOD Record 51 (1), 42-49, 2022
2022
Efficient and Effective Similarity Search over Bipartite Graphs
R Yang
Proceedings of the ACM Web Conference 2022, 308-318, 2022
2022
PPRviz: Effective and Efficient Graph Visualization based on Personalized PageRank
S Zhang, R Yang, X Xiao, X Yan, B Tang
arXiv preprint arXiv:2112.14944, 2021
2021
Fast Approximate All Pairwise CoSimRanks via Random Projection
R Yang, X Xiao
International Conference on Web Information Systems Engineering, 438-452, 2021
2021
Efficient and scalable techniques for pagerank‑based graph analytics
R Yang
Nanyang Technological University, 2020
2020
LSCALE: Latent Space Clustering-Based Active Learning for Node Classification
J Liu, Y Wang, B Hooi, R Yang, X Xiao
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Articles 1–17