Zihan Huang

MS student, University of California, San Diego

Joined

May 2023

Names

Zihan Huang (Preferred)

Emails

****@zju.edu.cn (Confirmed)

,

****@ucsd.edu (Confirmed)

Personal Links

Career & Education History

MS student

University of California, San Diego (ucsd.edu)

2024 – 2026

Undergrad student

Zhejiang University (zju.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Present

PhD Advisor

Present

Expertise

No areas of expertise listed

Publications

AMPS: Adaptive Modality Preference Steering via Functional Entropy
Zihan Huang, Xintong Li, Junda Wu, Rohan Surana, Tong Yu, Rui Wang, Julian McAuley, Jingbo Shang
- Submitted to ICLR 2026
- Readers: Everyone
Traceable and Explainable Multimodal Large Language Models: An Information-Theoretic View
Zihan Huang, Junda Wu, Rohan Surana, Raghav Jain, Tong Yu, Raghavendra Addanki, David Arbour, Sungchul Kim, Julian McAuley
- COLM 2025
- Readers: Everyone
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning
Bokai Hu, Sai Ashish Somayajula, Xin Pan, Zihan Huang, Pengtao Xie
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
AutoGeo: Automating Geometric Image Dataset Creation for Enhanced Geometry Understanding
Zihan Huang, Tao Wu, Wang Lin, Shengyu Zhang, Jingyuan Chen, Fei Wu
- CoRR 2024
- Readers: Everyone
Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning
Bokai Hu, Sai Ashish Somayajula, Xin Pan, Zihan Huang, Pengtao Xie
- CoRR 2024
- Readers: Everyone

Co-Authors