GPPT: Graph Pre-training and Prompt Tuning to Generalize Graph Neural Networks. - Mingchen Sun; Kaixiong Zhou; Xin He 003; Ying Wang 009; Xin Wang 035 (KDD, 2022)

Exploiting Dual-Attention Networks for Explainable Recommendation in Heterogeneous Information Networks. - Xianglin Zuo; Tianhao Jia; Xin He 003; Bo Yang; Ying Wang 009 (Entropy, 2022)

LGCRS: LLM-Guided Representation-Enhancing for Conversational Recommender System. - Ruobing Wang 003; Xin He 003; Hengrui Gu 002; Xin Wang 035 (ICANN (9), 2024)

Adaptive Self-supervised Learning for Social Recommendations. - Xin He 003; Shanru Lin; Wenqi Fan; Mingchen Sun; Ying Wang 009; Xin Wang 035 (CoRR, 2024)

Balancing user preferences by social networks: A condition-guided social recommendation model for mitigating popularity bias. - Xin He 003; Wenqi Fan; Ruobing Wang 003; Yili Wang 004; Ying Wang 009; Shirui Pan; Xin Wang 035 (Neural Networks, 2025)

Graph Defense Diffusion Model. - Xin He 003; Wenqi Fan; Yili Wang 004; Chengyi Liu; Rui Miao 003; Xin Juan; Xin Wang 035 (CoRR, 2025)

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space. - Xin He 003; Yili Wang 004; Wenqi Fan; Xu Shen 002; Xin Juan; Rui Miao 003; Xin Wang 035 (CoRR, 2025)