RAW-GNN: RAndom Walk Aggregation based Graph Neural Network. - Di Jin 001; Rui Wang 102; Meng Ge; Dongxiao He; Xiang Li 067; Wei Lin 022; Weixiong Zhang (IJCAI, 2022)

CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning. - Di Jin 001; Luzhi Wang; Yizhen Zheng; Xiang Li 067; Fei Jiang 009; Wei Lin 022; Shirui Pan (IJCAI, 2022)

Modeling Dual Period-Varying Preferences for Takeaway Recommendation. - Yuting Zhang; Yiqing Wu; Ran Le; Yongchun Zhu; Fuzhen Zhuang; Ruidong Han; Xiang Li 067; Wei Lin 022; Zhulin An; Yongjun Xu 001 (KDD, 2023)

Heterogeneous Knowledge Fusion: A Novel Approach for Personalized Recommendation via LLM. - Bin Yin; Junjie Xie; Yu Qin; Zixiang Ding; Zhichao Feng; Xiang Li 067; Wei Lin 022 (RecSys, 2023)

Interactive Recommendation System for Meituan Waimai. - Chen Ji; Yacheng Li; Rui Li 044; Fei Jiang 009; Xiang Li 067; Wei Lin 022; Chenglong Zhang; Wei Wang 468; Shuyang Wang (SIGIR, 2023)

CEC: Towards Learning Global Optimized Recommendation through Causality Enhanced Conversion Model. - Ran Le; Guoqing Jiang; Xiufeng Shu; Ruidong Han; Qianzhong Li; Yacheng Li; Xiang Li 067; Wei Lin 022 (SIGIR, 2023)

Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation. - Di Jin 001; Luzhi Wang; Yizhen Zheng; Guojie Song; Fei Jiang 009; Xiang Li 067; Wei Lin 022; Shirui Pan (WWW, 2023)

Enhancing CTR Prediction through Sequential Recommendation Pre-training: Introducing the SRP4CTR framework. - Ruidong Han; Qianzhong Li; He Jiang; Rui Li 044; Yurou Zhao; Xiang Li 067; Wei Lin 022 (CIKM, 2024)

Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information. - Yurou Zhao; Yiding Sun; Ruidong Han; Fei Jiang 009; Lu Guan; Xiang Li 067; Wei Lin 022; Weizhi Ma; Jiaxin Mao (CIKM, 2024)

Unified Dual-Intent Translation for Joint Modeling of Search and Recommendation. - Yuting Zhang; Yiqing Wu; Ruidong Han; Ying Sun 006; Yongchun Zhu; Xiang Li 067; Wei Lin 022; Fuzhen Zhuang; Zhulin An; Yongjun Xu 001 (KDD, 2024)

Decision Focused Causal Learning for Direct Counterfactual Marketing Optimization. - Hao Zhou 016; Rongxiao Huang; Shaoming Li; Guibin Jiang; Jiaqi Zheng 001; Bing Cheng; Wei Lin 022 (KDD, 2024)

LARR: Large Language Model Aided Real-time Scene Recommendation with Semantic Understanding. - Zhizhong Wan; Bin Yin; Junjie Xie; Fei Jiang 009; Xiang Li 067; Wei Lin 022 (RecSys, 2024)

Context-based Fast Recommendation Strategy for Long User Behavior Sequence in Meituan Waimai. - Zhichao Feng; Junjie Xie; Kaiyuan Li; Yu Qin; Pengfei Wang 009; Qianzhong Li; Bin Yin; Xiang Li 067; Wei Lin 022; Shangguang Wang (WWW (Companion Volume), 2024)

Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning. - Yongquan He; Xuancheng Huang; Minghao Tang; Lingxun Meng; Xiang Li 067; Wei Lin 022; Wenyuan Zhang 002; Yifu Gao (CoRR, 2024)

Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information. - Yurou Zhao; Yiding Sun; Ruidong Han; Fei Jiang 009; Lu Guan; Xiang Li 067; Wei Lin 022; Jiaxin Mao (CoRR, 2024)