Publications

(2021). Scaling Attributed Network Embedding to Massive Graphs. Proceedings of the VLDB Endowment.

PDF Code DOI

(2021). Effective and Scalable Clustering on Massive Attributed Graphs. Proceedings of The Web Conference 2021.

Code DOI

(2020). Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. Proceedings of the VLDB Endowment.

PDF Code DOI

(2020). Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank. Proceedings of the VLDB Endowment.

PDF Code Slides DOI

(2020). Efficient and Scalable Techniques for PageRank-based Graph Analytics. Doctoral thesis, Digital Repository of NTU.

PDF DOI

(2019). Realtime Top-k Personalized PageRank over Large Graphs on GPUs. Proceedings of the VLDB Endowment.

PDF Code DOI

(2019). Efficient Estimation of Heat Kernel PageRank for Local Clustering. Proceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 - July 5, 2019.

PDF Code Poster Slides DOI

(2019). Efficient Algorithms for Approximate Single-Source Personalized PageRank Queries. ACM Transaction on Database Systems.

PDF Code DOI

(2017). FORA: Simple and Effective Approximate Single-Source Personalized PageRank. Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017.

PDF Code Poster Slides Video DOI