Spatio-Temporal Mogrifier LSTM and Attention Network for Next POI Recommendation. - Yihao Zhang 002; Pengxiang Lan; Yuhao Wang; Haoran Xiang (ICWS, 2022)

Spatio-Temporal Position-Extended and Gated-Deep Network for Next POI Recommendation. - Pengxiang Lan; Yihao Zhang 002; Haoran Xiang; Yuhao Wang; Wei Zhou 028 (DASFAA (2), 2023)

Residual Spatio-Temporal Collaborative Networks for Next POI Recommendation. - Yonghao Huang; Pengxiang Lan; Xiaokang Li; Yihao Zhang 002; Kaibei Li (PAKDD (5), 2024)

Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion. - Pengxiang Lan; Enneng Yang; Yuting Liu 003; Guibing Guo; Linying Jiang; Jianzhe Zhao; Xingwei Wang 001 (CoRR, 2024)

Conversational recommender based on graph sparsification and multi-hop attention. - Yihao Zhang 002; Yuhao Wang; Wei Zhou 028; Pengxiang Lan; Haoran Xiang; Junlin Zhu; Meng Yuan (Intell. Data Anal., 2024)

Conversational recommender based on additive attention and positional encoding. - Yihao Zhang 002; Yuhao Wang; Pengxiang Lan; Haoran Xiang; Junlin Zhu; Meng Yuan (J. Intell. Fuzzy Syst., 2024)

EPT: Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion. - Pengxiang Lan; Enneng Yang; Yuting Liu 003; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (AAAI, 2025)

Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models. - Haoyu Xu; Pengxiang Lan; Enneng Yang; Guibing Guo; Jianzhe Zhao; Linying Jiang; Xingwei Wang 001 (ACL (1), 2025)

Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product. - Pengxiang Lan; Haoyu Xu; Enneng Yang; Yuliang Liang; Guibing Guo; Jianzhe Zhao; Xingwei Wang 001 (NAACL (Long Papers), 2025)

Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation. - Chu Zhao; Enneng Yang; Yuliang Liang; Pengxiang Lan; Yuting Liu 003; Jianzhe Zhao; Guibing Guo; Xingwei Wang 001 (WWW, 2025)