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Mingchen Cai
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2020 – today
- 2025
- [c6]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. COLING 2025: 8197-8214 - 2024
- [c5]Chenrui Zhang, Lin Liu, Chuyuan Wang, Xiao Sun, Hongyu Wang, Jinpeng Wang, Mingchen Cai:
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine. AAAI 2024: 19525-19532 - [c4]Shenghao Yang, Weizhi Ma, Peijie Sun, Min Zhang, Qingyao Ai, Yiqun Liu, Mingchen Cai:
Common Sense Enhanced Knowledge-based Recommendation with Large Language Model. DASFAA (5) 2024: 381-390 - [c3]Shenghao Yang
, Weizhi Ma
Sequential Recommendation with Latent Relations based on Large Language Model. SIGIR 2024: 335-344 - [i8]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 abs/2401.04997 (2024) - [i7]Lanling Xu, Zhen Tian, Bingqian Li, Junjie Zhang, Jinpeng Wang, Mingchen Cai, Wayne Xin Zhao:
Sequence-level Semantic Representation Fusion for Recommender Systems. CoRR abs/2402.18166 (2024) - [i6]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 abs/2403.18325 (2024) - [i5]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 abs/2403.18348 (2024) - [i4]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:
DTN: Deep Multiple Task-specific Feature Interactions Network for Multi-Task Recommendation. CoRR abs/2408.11611 (2024) - 2023
- [i3]Xiao Sun, Bo Zhang, Chenrui Zhang, Han Ren, Mingchen Cai:
Enhancing Personalized Ranking With Differentiable Group AUC Optimization. CoRR abs/2304.09176 (2023) - [i2]Chenrui Zhang, Lin Liu, Jinpeng Wang, Chuyuan Wang, Xiao Sun, Hongyu Wang, Mingchen Cai:
PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine. CoRR abs/2308.12033 (2023) - [i1]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 abs/2311.01487 (2023) - 2022
- [c2]Qifu Hu, Zhoutian Feng, Daiyue Xue, Mingchen Cai, Jianping Yu:
Towards An Integrated Framework for Neural Temporal Point Process. IJCNN 2022: 1-8 - 2021
- [c1]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: 2960-2964
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