Jinhe Bi

PhD student, Institute for Computer Science, Ludwig-Maximilians-Universität München

Researcher, 2012 Lab, Huawei Technologies Ltd.

Joined

November 2023

Names

Jinhe Bi (Preferred)

Emails

****@campus.lmu.de (Confirmed)

Personal Links

Career & Education History

PhD student

Institute for Computer Science, Ludwig-Maximilians-Universität München (lmu.de)

2024 – 2027

Researcher

2012 Lab, Huawei Technologies Ltd. (huawei.com)

2024 – 2027

MS student

Institute for Computer Science, Ludwig-Maximilians-Universität München (lmu.de)

2022 – 2024

Undergrad student

Institute for Measurement and Control Technology and Instruments, Tianjin University (tju.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

Coauthor

Yunpu Ma

Present

Coauthor

Xun Xiao

Present

Coauthor

Yujun Wang

Present

Expertise

Multimodal AI

2022 – Present

Publications

Can Visual Input Be Compressed? A Visual Token Compression Benchmark for Large Multimodal Models
Tianfan Peng, Yuntao Du, Pengzhou Ji, Shijie Dong, Kailin Jiang, Mingchuan Ma, Yijun Tian, Jinhe Bi, Qian Li, Wei Du, Feng Xiao, Lizhen Cui
- CoRR 2025
- Readers: Everyone
AUVIC: Adversarial Unlearning of Visual Concepts for Multi-modal Large Language Models
Haokun Chen, Jianing Li, Yao Zhang, Jinhe Bi, Yan Xia, Jindong Gu, Volker Tresp
- CoRR 2025
- Readers: Everyone
MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models
Kailin Jiang, Ning Jiang, Yuntao Du, Yuchen Ren, Yuchen Li, Yifan Gao, Jinhe Bi, Yunpu Ma, Qingqing Liu, Xianhao Wang, Yifan Jia, Hongbo Jiang, Yaocong Hu, Bin Li, Lei Liu
- CoRR 2025
- Readers: Everyone
KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Augmentations and Constraints
Kailin Jiang, Hongbo Jiang, Ning Jiang, Zhi Gao, Jinhe Bi, Yuchen Ren, Bin Li, Yuntao Du, Lei Liu, Qing Li
- CoRR 2025
- Readers: Everyone
Reasoning Self-Evaluation via Trajectory Dynamics Modeling
Jinhe Bi, Danqi Yan, Yifan Wang, Wenke Huang, Haokun Chen, Guancheng Wan, Mang Ye, Xun Xiao, Hinrich Schuetze, Volker Tresp, Yunpu Ma
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
Guancheng Wan, Lucheng Fu, Haoxin Liu, Yiqiao Jin, Hui Yi Leong, Eric Hanchen Jiang, Hejia Geng, Jinhe Bi, Yunpu Ma, Xiangru Tang, B. Aditya Prakash, Yizhou Sun, Wei Wang
- ICLR 2026 Poster
- Readers: Everyone
Reinforcement Mid-Training
Yijun Tian, Shaoyu Chen, Zhichao Xu, Yawei Wang, Jinhe Bi, Peng Han, Wei Wang
- ICLR 2026 Poster
- Readers: Everyone
Can visual input Be Compressed? A visual input token compression benchmark for large multimodal models
Tianfan Peng, Yuntao Du, Pengzhou Ji, Shijie Dong, Kailin Jiang, Mingchuan Ma, Yijun Tian, Jinhe Bi, Qian Li, Wei Du, Feng Xiao, Lizhen Cui
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Does Machine Unlearning Truly Remove Knowledge?
Haokun Chen, Yueqi Zhang, Yuan Bi, Yao Zhang, Tong Liu, Jinhe Bi, Jian Lan, Claudia Grosser, Denis Krompaß, Jindong Gu, Nassir Navab, Volker Tresp
- NeurIPS Lock-LLM Workshop 2025 Poster
- Readers: Everyone
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
Xingyue Huang, Rishabh, Gregor Franke, Ziyi Yang, Jiamu Bai, Weijie Bai, Jinhe Bi, Zifeng Ding, Yiqun Duan, Chengyu Fan, Wendong Fan, Xin Gao, Ruohao Guo, Yuan He, Yicheng He, Xianglong Hu, Neil Johnson, Bowen Li, Fangru Lin, Siyu Lin et al. (26 additional authors not shown)
- LAW
- Readers: Everyone

View all 30 publications

Co-Authors

View all 124 co-authors