Xuemin Lin

Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN

Sep 19, 2025

DiffGED: Computing Graph Edit Distance via Diffusion-based Graph Matching

Mar 1, 2025

Covering K-Cliques in Billion-Scale Graphs

Mar 1, 2025

Deep Learning Approaches for Similarity Computation: A Survey

*IEEE Transactions on Knowledge and Data Engineering (**TKDE**) 2024*

Jul 3, 2024

Simple and Deep Graph Attention Networks

*Knowledge-Based Systems 2024*

Mar 19, 2024

Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions

*IEEE Transactions on Knowledge and Data Engineering (**TKDE**) 2023*

Jul 24, 2023

Neural Similarity Search on Supergraph Containment

*IEEE Transactions on Knowledge and Data Engineering (**TKDE**) 2023*

May 25, 2023

Reinforcement Learning Based Query Vertex Ordering Model for Subgraph Matching

*IEEE 38th International Conference on Data Engineering (**ICDE '22**)*

Jan 18, 2022

Binarized Graph Neural Network

*World Wide Web 2021*

Apr 8, 2021

T3S: Effective Representation Learning for Trajectory Similarity Computation

*IEEE 37th International Conference on Data Engineering (**ICDE '21**)*

Jan 18, 2021

EI-LSH: An early-termination driven I/O efficient incremental c-approximate nearest neighbor search

*The VLDB Journal 2020 (**VLDBJ**)*

Sep 30, 2020

GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions

*Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (**IJCAI '20**)*

Apr 6, 2020