Mingchen Cai

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Recommender Systems

Language Modelling

Top Venues

Publications

Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai
Common Sense Enhanced Knowledge-based Recommendation with Large Language Model. CoRR (2024)
Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao, Ji-Rong Wen
Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis. CoRR (2024)
Chenrui Zhang, Lin Liu, Chuyuan Wang, Xiao Sun, Hongyu Wang, Jinpeng Wang, Mingchen Cai
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine. AAAI (2024)
Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang
Sequential Recommendation with Latent Relations based on Large Language Model. CoRR (2024)
Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao
Sequence-level Semantic Representation Fusion for Recommender Systems. CoRR (2024)
Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang
Sequential Recommendation with Latent Relations based on Large Language Model. SIGIR (2024)
Chenrui Zhang, Lin Liu, Jinpeng Wang, Chuyuan Wang, Xiao Sun, Hongyu Wang, Mingchen Cai
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine. CoRR (2023)
Xiao Sun, Bo Zhang, Chenrui Zhang, Han Ren, Mingchen Cai
Enhancing Personalized Ranking With Differentiable Group AUC Optimization. CoRR (2023)
Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen
What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning. CoRR (2023)
Qifu Hu, Zhoutian Feng, Daiyue Xue, Mingchen Cai, Jianping Yu
Towards An Integrated Framework for Neural Temporal Point Process. IJCNN (2022)
Qiang Cui, Chenrui Zhang, Yafeng Zhang, Jinpeng Wang, Mingchen Cai
ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation. CIKM (2021)