Jiaqi Xu

Researcher, Huawei Technologies Ltd.

Joined

July 2021

Names

Jiaqi Xu (Preferred)

Emails

****@cse.cuhk.edu.hk (Confirmed)

****@gmail.com (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2025 – Present

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Pheng Ann Heng

Present

PhD Advisor

Qi Dou

Present

Expertise

Low-level vision

Present

AIGC

Present

Multimodal AI

Present

Publications

A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook
Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu et al. (14 additional authors not shown)
- ACM Comput. Surv. 2025
- Readers: Everyone
Unifying Physically-Informed Weather Priors in a Single Model for Image Restoration Across Multiple Adverse Weather Conditions
Jiaqi Xu, Xiaowei Hu, Lei Zhu, Pheng-Ann Heng
- IEEE Trans. Circuits Syst. Video Technol. 2025
- Readers: Everyone
UI2V-Bench: An Understanding-based Image-to-video Generation Benchmark
Ailing Zhang, Lina Lei, Dehong Kong, Zhixin Wang, Jiaqi Xu, Fenglong Song, Chun-Le Guo, Chang Liu, Fan Li, Jie Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
PathFinder: Graph-structured Reasoning for Medical Visual Question Answering
Qiao Yan, Zhenghao Xing, Yihan Wang, Jiaqi Xu, Xiwen Wu, Chi-Wing Fu, Pheng-Ann Heng
- Submitted to ICLR 2026
- Readers: Everyone
PocketSR: The Super-Resolution Expert in Your Pocket Mobiles
Haoze Sun, Linfeng Jiang, Fan Li, Renjing Pei, Zhixin Wang, Yong Guo, Jiaqi Xu, Haoyu Chen, Jin Han, Fenglong Song, Yujiu Yang, Wenbo Li
- NeurIPS 2025 poster
- Readers: Everyone
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
Fuyang Liu, Jiaqi Xu, Xiaowei Hu
- NeurIPS 2025 poster
- Readers: Everyone
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
Jingjing Ren, Wenbo Li, Zhongdao Wang, Haoze Sun, Bangzhen Liu, Haoyu Chen, Jiaqi Xu, Aoxue Li, Shifeng Zhang, Bin Shao, Yong Guo, Lei Zhu
- CoRR 2025
- Readers: Everyone
MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models
Qiao Yan, Yuchen Yuan, Xiaowei Hu, Yihan Wang, Jiaqi Xu, Jinpeng Li, Chi-Wing Fu, Pheng-Ann Heng
- CoRR 2025
- Readers: Everyone
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
Zhenghao Xing, Hao Chen, Binzhu Xie, Jiaqi Xu, Ziyu Guo, Xuemiao Xu, Jianye Hao, Chi-Wing Fu, Xiaowei Hu, Pheng-Ann Heng
- CVPR 2025
- Readers: Everyone
Dual Prompting Image Restoration with Diffusion Transformers
Dehong Kong, Fan Li, Zhixin Wang, Jiaqi Xu, Renjing Pei, Wenbo Li, Wenqi Ren
- CVPR 2025
- Readers: Everyone

View all 19 publications

Co-Authors

View all 93 co-authors