Minzhi Li

According to our database, Minzhi Li authored at least 17 papers between 2022 and 2026.

Collaborative distances:

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

2026

Unified-MAS: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems.

Hehai Lin, Yu Yan, Zixuan Wang, Bo Xu, Sudong Wang, Weiquan Huang, Ruochen Zhao, Minzhi Li, Chengwei Qin

CoRR, March, 2026

Learning spatio-temporal affine representation subspace for video-based person re-identification.

Minzhi Li, Tianyang Xu, Jian Ding, Xiaojun Wu, Josef Kittler

Inf. Fusion, 2026

2025

Interactive Learning for LLM Reasoning.

Hehai Lin, Shilei Cao, Sudong Wang, Haotian Wu, Minzhi Li, Linyi Yang, Juepeng Zheng, Chengwei Qin

CoRR, September, 2025

A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems.

Zixuan Ke, Fangkai Jiao, Yifei Ming, Xuan-Phi Nguyen, Austin Xu, Do Xuan Long, Minzhi Li, Chengwei Qin, Peifeng Wang, Silvio Savarese, Caiming Xiong, Shafiq Joty

Trans. Mach. Learn. Res., 2025

A Survey on Large Language Model-Based Social Agents in Game-Theoretic Scenarios.

Xiachong Feng, Longxu Dou, Minzhi Li, Qinghao Wang, Yu Guo, Haochuan Wang, Chang Ma, Lingpeng Kong

Trans. Mach. Learn. Res., 2025

Symbol Recognition Method for Railway Catenary Layout Drawings Based on Deep Learning.

Qi Sun, Mengxin Zhu, Minzhi Li, Gaoju Li, Weizhi Deng

Symmetry, 2025

DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation.

Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan

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

Mind the Gap: Static and Interactive Evaluations of Large Audio Models.

Minzhi Li, William Barr Held, Michael J. Ryan, Kunat Pipatanakul, Potsawee Manakul, Hao Zhu, Diyi Yang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Distilling an End-to-End Voice Assistant Without Instruction Training Data.

William Barr Held, Yanzhe Zhang, Weiyan Shi, Minzhi Li, Michael J. Ryan, Diyi Yang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers.

Luciana Benotti, Fanny Ducel, Karën Fort, Guido Ivetta, Zhijing Jin, Min-Yen Kan, Seunghun J. Lee, Minzhi Li, Margot Mieskes, Adriana S. Pagano

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 5: Tutorial Abstracts), 2025

2024

Towards Social AI: A Survey on Understanding Social Interactions.

Sangmin Lee, Minzhi Li, Bolin Lai, Wenqi Jia, Fiona Ryan, Xu Cao, Ozgur Kara, Bikram Boote, Weiyan Shi, Diyi Yang, James M. Rehg

CoRR, 2024

Decompose and Aggregate: A Step-by-Step Interpretable Evaluation Framework.

Minzhi Li, Zhengyuan Liu, Shumin Deng, Shafiq Joty, Nancy F. Chen, Min-Yen Kan

CoRR, 2024

Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future.

Minzhi Li, Weiyan Shi, Caleb Ziems, Diyi Yang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Retrieving Multimodal Information for Augmented Generation: A Survey.

Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation.

Minzhi Li, Taiwei Shi, Caleb Ziems, Min-Yen Kan, Nancy F. Chen, Zhengyuan Liu, Diyi Yang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

MOOCs Based Blending Teaching Reform for Integrated College Computer Course.

Yue Yu, Ying Fu, Yufeng Chen, Minzhi Li

Proceedings of the Computer Science and Education - 17th International Conference, 2022

Inducing Positive Perspectives with Text Reframing.

Caleb Ziems, Minzhi Li, Anthony Zhang, Diyi Yang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022