A New Approximation of e. - Mingye Zhu (ICVISP, 2019)

Leveraging probabilistic circuits for nonparametric multi-output regression. - Zhongjie Yu 001; Mingye Zhu; Martin Trapp 001; Arseny Skryagin; Kristian Kersting (UAI, 2021)

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 (AAAI, 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 001; Jui-Hsin Lai (ICME Workshops, 2023)

LIRE: listwise reward enhancement for preference alignment. - Mingye Zhu; Yi Liu; Lei Zhang 119; Junbo Guo; Zhendong Mao 001 (ACL (Findings), 2024)

FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization. - Mingye Zhu; Yi Liu; Quan Wang 002; Junbo Guo; Zhendong Mao 001 (EMNLP, 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 (WACV (Workshops), 2024)

On-the-fly Preference Alignment via Principle-Guided Decoding. - Mingye Zhu; Yi Liu; Lei Zhang 119; Junbo Guo; Zhendong Mao 001 (ICLR, 2025)

Leveraging Robust Optimization for LLM Alignment under Distribution Shifts. - Mingye Zhu; Yi Liu; Junbo Guo; Quan Wang 002; Yong-Dong Zhang 001; Zhendong Mao 001 (CoRR, 2025)

Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models. - Yi Liu; Dianqing Liu; Mingye Zhu; Junbo Guo; Yongdong Zhang 001; Zhendong Mao 001 (CoRR, 2025)