Publications

(2024). Simple and Deep Graph Attention Networks. KBS ‘24.

PDF DOI

(2024). Influence Maximization on Hypergraphs via Multi-Hop Influence Estimation. IPM ‘24.

PDF DOI

(2023). FPGN: follower prediction framework for infectious disease prevention. World Wide Web 2023.

PDF DOI

(2023). Group-based Fraud Detection Network on e-Commerce Platforms. KDD ‘23.

PDF DOI

(2023). Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions. IEEE Transactions on Knowledge and Data Engineering (TKDE) 2023.

PDF DOI

(2023). Neural Similarity Search on Supergraph Containment. IEEE Transactions on Knowledge and Data Engineering (TKDE) 2023.

PDF DOI

(2022). TMN: Trajectory Matching Networks for Learning Similarity Computation. ICDE ‘22.

PDF Slides Video

(2022). Neural Subgraph Counting with Wasserstein Estimator. SIGMOD ‘22.

PDF Code Slides DOI

(2022). Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching. ICDE ‘22.

PDF Code Slides

(2022). Polarity-based Graph Neural Network for Sign Prediction in Signed Bipartite Graphs. World Wide Web 2022.

PDF DOI

(2022). Bipartite Graph Capsule Network. World Wide Web 2022.

PDF DOI

(2021). Powerful Graph of Graphs Neural Network for Structured Entity Analysis. World Wide Web 2021.

PDF DOI

(2021). Binarized Graph Neural Network. World Wide Web 2021.

PDF DOI

(2021). T3S: Effective Representation Learning for Trajectory Similarity Computation. ICDE ‘21.

PDF DOI

(2020). EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search. The VLDB Journal 2020.

PDF DOI

(2020). GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions. IJCAI ‘20.

PDF Code Slides Video DOI

(2020). I/O Efficient Algorithm for c-Approximate Furthest Neighbor Search in High-Dimensional Space. Database Systems for Advanced Applications 2020.

PDF

(2019). Skyline Nearest Neighbor Search on Multi-layer Graphs. 2019 IEEE 35th International Conference on Data Engineering Workshops (ICDEW).

PDF

(2019). I-LSH: I/O Efficient c-Approximate Nearest Neighbor Search in High-Dimensional Space. 2019 IEEE 35th International Conference on Data Engineering (ICDE).

PDF