Qunli Zhang

Principal Researcher, Huawei Technologies Ltd.

Joined

October 2024

Names

Qunli Zhang (Preferred)

Emails

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Huawei Technologies Ltd. (huawei.com)

2020 – Present

PhD student

Imperial College London (ic.ac.uk)

2016 – 2019

Advisors, Relations & Conflicts

Coauthor

zheng hu

2020 – Present

Expertise

AI safety

Present

Autonomous driving

Present

LLM reliability

Present

Publications

Verifier Matters: Enhancing Inference-Time Scaling for Video Diffusion Models
Lorenzo Baraldi, Davide Bucciarelli, Zifan Zeng, Chongzhe Zhang, Qunli Zhang, Marcella Cornia, Lorenzo Baraldi, Feng Liu, zheng hu, Rita Cucchiara
- Proceedings of the 36th British Machine Vision Conference
- Readers: Everyone
Explaining Multimodal LLMs via Intra-Modal Token Interactions
Jiawei Liang, Ruoyu Chen, Xianghao Jiao, Si-Yuan Liang, Shiming Liu, Qunli Zhang, zheng hu, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Subset Selection-based Attribution Regularization for Rational and Stable Interpretability
Xianghao Jiao, Ruoyu Chen, Wei Wang, Shiming Liu, Qunli Zhang, zheng hu, Jiawei Liang, Haifeng Xia, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Rank-Preserving Calibration of LLMs Under Model and Distribution Shifts
Jian Hu, Qunli Zhang, Feng Liu, zheng hu, Changjae Oh, Shaogang Gong, Ziquan Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation
Ruoyu Chen, Xiaoqing Guo, Kangwei Liu, Si Yuan Liang, Shiming Liu, Qunli Zhang, Hua Zhang, Xiaochun Cao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
A quantitative blind area risks assessment method for safe driving assistance
Jiayi Lu, Zhaoxia Peng, Runwu Shi, Shichun Yang, Lingfei Gao, Boao Zhang, Rui Wang, Zhaowen Pang, Qunli Zhang, Yaoguang Cao
- J. Syst. Archit. 2024
- Readers: Everyone
Acquire Domain Boundary Consciousness to Promote Operational Design Domain Monitoring of Traffic Conditions
Shiming Liu, Qunli Zhang, Peng Wang, Wei Li, Naiming Deng, Zhengchen Dai, Zheng Hu
- ITSC 2024
- Readers: Everyone
World Models: The Safety Perspective
Zifan Zeng, Chongzhe Zhang, Feng Liu, Joseph Sifakis, Qunli Zhang, Shiming Liu, Peng Wang
- ISSRE (Workshops) 2024
- Readers: Everyone
Design for dependability - State of the art and trends
Hezhen Liu, Chengqiang Huang, Ke Sun, Jiacheng Yin, Xiaoyu Wu, Jin Wang, Qunli Zhang, Yang Zheng, Vivek Nigam, Feng Liu, Joseph Sifakis
- J. Syst. Softw. 2024
- Readers: Everyone

View all 13 publications

Co-Authors

View all 55 co-authors