Mingxiao Li

According to our database, Mingxiao Li authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization.

Mingxiao Li, Na Su, Fang Qu, Zhizhou Zhong, Ziyang Chen, Yuan Li, Zhaopeng Tu, Xiaolong Li

CoRR, May, 2025

From Visuals to Vocabulary: Establishing Equivalence Between Image and Text Token Through Autoregressive Pre-training in MLLMs.

Mingxiao Li, Fang Qu, Zhanpeng Chen, Na Su, Zhizhou Zhong, Ziyang Chen, Nan Du, Xiaolong Li

CoRR, February, 2025

On a Connection Between Imitation Learning and RLHF.

Teng Xiao, Yige Yuan, Mingxiao Li, Zhengyu Chen, Vasant G. Honavar

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters.

Teng Xiao, Yige Yuan, Zhengyu Chen, Mingxiao Li, Shangsong Liang, Zhaochun Ren, Vasant G. Honavar

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding.

Zhanpeng Chen, Mingxiao Li, Ziyang Chen, Nan Du, Xiaolong Li, Yuexian Zou

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

SePPO: Semi-Policy Preference Optimization for Diffusion Alignment.

Daoan Zhang, Guangchen Lan, Dong-Jun Han, Wenlin Yao, Xiaoman Pan, Hongming Zhang, Mingxiao Li, Pengcheng Chen, Dong Yu, Christopher Brinton, Jiebo Luo

CoRR, 2024

Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment.

Teng Xiao, Yige Yuan, Huaisheng Zhu, Mingxiao Li, Vasant G. Honavar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective.

Teng Xiao, Mingxiao Li, Yige Yuan, Huaisheng Zhu, Chao Cui, Vasant G. Honavar

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022

Exploiting User Preferences for Multiscenarios in Query-Less Search.

Yuyu Yin, Nan Zhang, Zulong Chen, Mingxiao Li, Yu Li, Honghao Gao, Lu He

IEEE Trans. Comput. Soc. Syst., 2022