2 papers
cs.SI2025
Dynamic Graph Recommendation via Sparse Augmentation and Singular Adaptation
Zhen Tao, Yuehang Cao, Yang Fang +3
Dynamic recommendation, focusing on modeling user preference from historical interactions and providing recommendations on current time, plays a key role in many personalized servi…
cs.LG2025
Learning Accurate, Efficient, and Interpretable MLPs on Multiplex Graphs via Node-wise Multi-View Ensemble Distillation
Yunhui Liu, Zhen Tao, Xiang Zhao +3
Multiplex graphs, with multiple edge types (graph views) among common nodes, provide richer structural semantics and better modeling capabilities. Multiplex Graph Neural Networks (…