Mingchen Cai

According to our database, Mingchen Cai authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

UniRec: Bridging the Expressive Gap between Generative and Discriminative Recommendation via Chain-of-Attribute.

Ziliang Wang, Gaoyun Lin, Xuesi Wang, Shaoqiang Liang, Yili Huang, Weijie Bian, Li Zhang, Mingchen Cai, Jian Dong, Guanxing Zhang

CoRR, April, 2026

Let the Agent Steer: Closed-Loop Ranking Optimization via Influence Exchange.

Yin Cheng, Liao Zhou, Xiyu Liang, Dihao Luo, Tewei Lee, Kailun Zheng, Weiwei Zhang, Mingchen Cai, Jian Dong, Andy Zhang

CoRR, March, 2026

2025

Label Feature Co-Learning for Facial and EEG Emotion Recognition.

Mingchen Cai, C. L. Philip Chen, Shuzhen Li, Tong Zhang

IEEE Trans. Affect. Comput., 2025

What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Instruction Tuning.

Yifan Du, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Jinpeng Wang, Chuyuan Wang, Mingchen Cai, Ruihua Song, Ji-Rong Wen

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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, Yang Sun, Weiwei Zhang, Mingchen Cai, Guanxing Zhang

CoRR, 2024

Sequence-level Semantic Representation Fusion for Recommender Systems.

Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao

CoRR, 2024

Prompting Large Language Models for Recommender Systems: A Comprehensive Framework and Empirical Analysis.

Lanling Xu, Junjie Zhang, Bingqian Li, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao, Ji-Rong Wen

CoRR, 2024

Sequential Recommendation with Latent Relations based on Large Language Model.

Shenghao Yang, Weizhi Ma, Peijie Sun, Qingyao Ai, Yiqun Liu, Mingchen Cai, Min Zhang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Common Sense Enhanced Knowledge-based Recommendation with Large Language Model.

Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai

Proceedings of the Database Systems for Advanced Applications, 2024

PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine.

Chenrui Zhang, Lin Liu, Chuyuan Wang, Xiao Sun, Hongyu Wang, Jinpeng Wang, Mingchen Cai

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Enhancing Personalized Ranking With Differentiable Group AUC Optimization.

Xiao Sun, Bo Zhang, Chenrui Zhang, Han Ren, Mingchen Cai

CoRR, 2023

2022

Towards An Integrated Framework for Neural Temporal Point Process.

Qifu Hu, Zhoutian Feng, Daiyue Xue, Mingchen Cai, Jianping Yu

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

ST-PIL: Spatial-Temporal Periodic Interest Learning for Next Point-of-Interest Recommendation.

Qiang Cui, Chenrui Zhang, Yafeng Zhang, Jinpeng Wang, Mingchen Cai

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021