2021 - 2024 Neural Network based Graph Learning: Model Evolution and Real-World Application
2019 - 2021 Bipartite Graph Embedding: As A Unified Framework
Papers (77):
Quentin Jodelet, Xin Liu 0020, Yin Jun Phua, Tsuyoshi Murata. Future-proofing class-incremental learning. Machine Vision and Applications. 2025. 36. 1. 16-16
Natasha Santosa, Xin Liu, Hyoil Han, Jun Miyazaki. S3PaR: Section-based Sequential Scientific Paper Recommendation for paper writing assistance. Knowledge-Based Systems. 2024
Shaowen Peng, Xin Liu, Kazunari Sugiyama, Tsunenori Mine. How Powerful is Graph Filtering for Recommendation. Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. 2024
Ruidong Jin, Xin Liu, Tsuyoshi Murata. Predicting popularity trend in social media networks with multi-layer temporal graph neural networks. Complex & Intelligent Systems. 2024
Yijun Duan, Xin Liu, Adam Jatowt, Hai-Tao Yu, Steven Lynden, Akiyoshi Matono. Inexact Graph Representation Learning. 2024 International Joint Conference on Neural Networks (IJCNN). 2024