Mingye Zhu

According to our database, Mingye Zhu authored at least 14 papers between 2019 and 2026.

Collaborative distances:

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

2026

MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning.

Yuxin Liu, Ziang Ye, Yueqing Sun, Mingye Zhu, Jinwei Xiao, Zhuowen Han, Qi Gu, Xunliang Cai, Lei Zhang

CoRR, May, 2026

Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents.

Yuxin Liu, Mingye Zhu, Siyuan Liu, Bo Hu, Lei Zhang

CoRR, March, 2026

In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback.

Mingye Zhu, Yi Liu, Zheren Fu, Quan Wang, Yongdong Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Leveraging Robust Optimization for LLM Alignment under Distribution Shifts.

Mingye Zhu, Yi Liu, Junbo Guo, Quan Wang, Yong-Dong Zhang, Zhendong Mao

CoRR, April, 2025

Leveraging robust optimization for llm alignment under distribution shifts.

Mingye Zhu, Yi Liu, Zheren Fu, Yongdong Zhang, Zhendong Mao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models.

Yi Liu, Dianqing Liu, Mingye Zhu, Junbo Guo, Yongdong Zhang, Zhendong Mao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

On-the-fly Preference Alignment via Principle-Guided Decoding.

Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

TinyWT: A Large-Scale Wind Turbine Dataset of Satellite Images for Tiny Object Detection.

Mingye Zhu, Zhicheng Yang, Hang Zhou, Chen Du, Andy J. Y. Wong, Yibing Wei, Zhuo Deng, Mei Han, Jui-Hsin Lai

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization.

Mingye Zhu, Yi Liu, Quan Wang, Junbo Guo, Zhendong Mao

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

LIRE: listwise reward enhancement for preference alignment.

Mingye Zhu, Yi Liu, Lei Zhang, Junbo Guo, Zhendong Mao

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

2023

SAGE-NDVI: A Stereotype-Breaking Evaluation Metric for Remote Sensing Image Dehazing Using Satellite-to-Ground NDVI Knowledge.

Zepeng Liu, Zhicheng Yang, Mingye Zhu, Andy Wong, Yibing Wei, Mei Han, Jun Yu, Jui-Hsin Lai

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Disentangling the Benefits of Self-Supervised Learning to Deployment-Driven Downstream Tasks of Satellite Images (Student Abstract).

Zhuo Deng, Yibing Wei, Mingye Zhu, Xueliang Wang, Junchi Zhou, Zhicheng Yang, Hang Zhou, Zhenjie Cao, Lan Ma, Mei Han, Jui-Hsin Lai

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Leveraging probabilistic circuits for nonparametric multi-output regression.

Zhongjie Yu, Mingye Zhu, Martin Trapp, Arseny Skryagin, Kristian Kersting

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2019

A New Approximation of e.

Mingye Zhu

Proceedings of the ICVISP 2019: 3rd International Conference on Vision, 2019