Yifu Huo

PhD student, School of Computer Science and Engineering, Northeastern University

Joined

June 2024

Names

Yifu Huo (Preferred)

Emails

****@163.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

School of Computer Science and Engineering, Northeastern University (neu.edu.cn)

2025 – 2029

MS student

School of Computer Science and Engineering, Northeastern University (neu.edu.cn)

2023 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2025 – 2029

PhD Advisor

2025 – 2029

Expertise

LLM

2024 – Present

Publications

GRAM: A Generative Foundation Reward Model for Reward Generalization
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, MuRun Yang, Bei Li, Tong Xiao, Chunliang Zhang, Tongran Liu, JingBo Zhu
- ICML 2025 poster
- Readers: Everyone
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
- AAAI 2025
- Readers: Everyone
ESRL: Efficient Sampling-Based Reinforcement Learning for Sequence Generation
Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu
- AAAI 2024
- Readers: Everyone
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Murun Yang, Qiaozhi He, Tong Xiao, Chunliang Zhang, Tongran Liu, Quan Du, Di Yang, Jingbo Zhu
- CoRR 2024
- Readers: Everyone
LRHP: Learning Representations for Human Preferences via Preference Pairs
Chenglong Wang, Yang Gan, Yifu Huo, Yongyu Mu, Qiaozhi He, Murun Yang, Tong Xiao, Chunliang Zhang, Tongran Liu, Jingbo Zhu
- CoRR 2024
- Readers: Everyone
ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation
Chenglong Wang, Hang Zhou, Yimin Hu, Yifu Huo, Bei Li, Tongran Liu, Tong Xiao, Jingbo Zhu
- CoRR 2023
- Readers: Everyone

Co-Authors