ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation. - Qiang Cui; Chenrui Zhang; Yafeng Zhang; Jinpeng Wang 001; Mingchen Cai (CIKM, 2021)

Towards An Integrated Framework for Neural Temporal Point Process. - Qifu Hu; Zhoutian Feng; Daiyue Xue; Mingchen Cai; Jianping Yu (IJCNN, 2022)

Enhancing Personalized Ranking With Differentiable Group AUC Optimization. - Xiao Sun; Bo Zhang; Chenrui Zhang; Han Ren; Mingchen Cai (CoRR, 2023)

PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine. - Chenrui Zhang; Lin Liu; Chuyuan Wang; Xiao Sun; Hongyu Wang; Jinpeng Wang 001; Mingchen Cai (AAAI, 2024)

Common Sense Enhanced Knowledge-based Recommendation with Large Language Model. - Shenghao Yang 004; Weizhi Ma; Peijie Sun; Min Zhang 006; Qingyao Ai; Yiqun Liu 001; Mingchen Cai (DASFAA (5), 2024)

Sequential Recommendation with Latent Relations based on Large Language Model. - Shenghao Yang 004; Weizhi Ma; Peijie Sun; Qingyao Ai; Yiqun Liu 001; Mingchen Cai; Min Zhang 006 (SIGIR, 2024)

Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis. - Lanling Xu; Junjie Zhang 009; Bingqian Li; Jinpeng Wang 001; Mingchen Cai; Wayne Xin Zhao; Ji-Rong Wen (CoRR, 2024)

Sequence-level Semantic Representation Fusion for Recommender Systems. - Lanling Xu; Zhen Tian 001; Bingqian Li; Junjie Zhang 009; Jinpeng Wang 001; Mingchen Cai; Wayne Xin Zhao (CoRR, 2024)

DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation. - Yaowen Bi; Yuteng Lian; Jie Cui; Jun Liu; Peijian Wang; Guanghui Li; Xuejun Chen; Jinglin Zhao; Hao Wen; Jing Zhang; Zhaoqi Zhang; Wenzhuo Song; et al. (CoRR, 2024)

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning. - Yifan Du 002; Hangyu Guo; Kun Zhou 002; Wayne Xin Zhao; Jinpeng Wang 001; Chuyuan Wang; Mingchen Cai; Ruihua Song; Ji-Rong Wen (COLING, 2025)