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Jerry He

Third Year PhD candidate @ UNSW

Publications

  1. Yizhang He, Kai Wang*, Wenjie Zhang, Xuemin Lin, and Ying Zhang. Scaling Up k-Clique Densest Subgraph Detection, ACM International Conference on Management of Data (SIGMOD), 1-26, 2023.

  2. Yizhang He, Kai Wang*, Wenjie Zhang, Xuemin Lin, and Ying Zhang. Efficient Reinforcement of Bipartite Networks at Billion Scale, IEEE International Conference on Data Engineering (ICDE), 446-458, 2022.

  3. Yizhang He, Kai Wang*, Wenjie Zhang, Xuemin Lin, Wei Ni, and Ying Zhang. Butterfly Counting over Bipartite Graphs
    with Local Differential Privacy, IEEE International Conference on Data Engineering (ICDE), 2024.

  4. Yizhang He, Kai Wang*, Wenjie Zhang, Xuemin Lin, and Ying Zhang. Discovering Critical Vertices for Reinforcement of Large-scale Bipartite Networks. The VLDB Journal (minor revision).

  5. Yizhang He, Kai Wang*, Wenjie Zhang, Xuemin Lin, and Ying Zhang. Exploring Cohesive Subgraphs with Vertex Engagement and Tie Strength in Bipartite Graphs, Information Sciences, pages 277-296, 2021.

  6. Kai Wang*, Gengda Zhao, Wenjie Zhang, Xuemin Lin, Ying Zhang, Yizhang He, Chunxiao Li. Cohesive Subgraph Discovery over Uncertain Bipartite Graphs, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023.

  7. Gengda Zhao, Kai Wang*, Wenjie Zhang, Xuemin Lin, Ying Zhang, and Yizhang He. Efficient Computation of Cohesive Subgraphs in Uncertain Bipartite Graphs, IEEE International Conference on Data Engineering (ICDE), 2333-2345, 2022.

  8. Shunyang Li, Kai Wang*, Xuemin Lin, Wenjie Zhang, Yizhang He, Long Yuan. Querying Historical Cohesive Subgraphs over Temporal Bipartite Graphs, IEEE International Conference on Data Engineering (ICDE), 2024.

Submission Plan 2024:

  1. Efficient and Effective k-hop Neighborhood Exploration with Local Differential Privacy

  2. Biclique counting over bipartite graphs under Decentralized Differential Privacy

  3. Motif counting over Bipartite graphs with edge local differential privacy