Generative-Contrastive Heterogeneous Graph Neural Network. - Yu Wang 201; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (CoRR, 2024)

Towards Distribution Matching between Collaborative and Language Spaces for Generative Recommendation. - Yi Zhang 103; Yiwen Zhang 001; Yu Wang 201; Tong Chen 005; Hongzhi Yin (SIGIR, 2025)

Intent Representation Learning with Large Language Model for Recommendation. - Yu Wang 201; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (SIGIR, 2025)

Masked Heterogeneous Graph Attention Network for robust recommendation. - Lei Sang 001; Xingwang Li; Yu Wang 201; Yi Zhang 103; Shun Lian; Yiwen Zhang 001 (Appl. Soft Comput., 2025)

Intent Alignment between Interaction and Language Spaces for Recommendation. - Yu Wang 201; Lei Sang 001; Yi Zhang 103; Yiwen Zhang 001 (CoRR, 2025)

Intent-Guided Heterogeneous Graph Contrastive Learning for Recommendation. - Lei Sang 001; Yu Wang 201; Yi Zhang 103; Yiwen Zhang 001; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)