Jiaxiang Liu

Researcher, Guangdong Institute of Intelligence Science and Technology, Zhuhai, China

Joined

February 2023

Names

Jiaxiang Liu (Preferred)

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Researcher

Guangdong Institute of Intelligence Science and Technology, Zhuhai, China (gdiist.cn)

2025 – 2027

PhD student

Zhejiang University (zju.edu.cn)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Zuozhu Liu

2021 – 2025

Expertise

VLMs

2023 – 2025

Medical Image Analysis

2021 – 2025

Publications

Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models
Jiaxiang Liu, Jiawei Du, Xiao Liu, Prayag Tiwari, Mingkun Xu
- Submitted to ICLR 2026
- Readers: Everyone
3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
Xiaotang Gai, Jiaxiang Liu, Yichen Li, Zijie Meng, Jian Wu, Zuozhu Liu
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
R-LLAVA: IMPROVING MED-VQA UNDERSTANDING THROUGH VISUAL REGION OF INTEREST
Xupeng Chen, Zhixin Lai, Kangrui Ruan, Shichu Chen, Jiaxiang Liu, Zuozhu Liu
- ICLR-25 HAIC Workshop
- Readers: Everyone
Align-VL: Can Being Modest Help in the Alignment of Vision-Language Models?
Jiaxiang Liu, Yuan Wang, Jiawei Du, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu
- Submitted to ICLR 2025
- Readers: Everyone
Enhancing Medical VQA with Multimodal Determination Rationales
Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu, YANG FENG, Jian Wu, Zuozhu Liu
- GenAI4Health Poster
- Readers: Everyone
Parameter-Efficient Transfer Learning for Medical Visual Question Answering
Jiaxiang Liu, Tianxiang Hu, Yan Zhang, Yang Feng, Jin Hao, Junhui Lv, Zuozhu Liu
- IEEE Trans. Emerg. Top. Comput. Intell. 2024
- Readers: Everyone
Refined Individual Tooth Segmentation from Cone Beam CT Images
Tuo Zheng, Jiaxiang Liu, Yang Feng, Junhui Lv, Zuozhu Liu
- ISBI 2024
- Readers: Everyone
MedThink: Explaining Medical Visual Question Answering via Multimodal Decision-Making Rationale
Xiaotang Gai, Chenyi Zhou, Jiaxiang Liu, Yang Feng, Jian Wu, Zuozhu Liu
- CoRR 2024
- Readers: Everyone
ECLB: Efficient contrastive learning on bi-level for noisy labels
Juwei Guan, Jiaxiang Liu, Shuying Huang, Yong Yang
- Knowl. Based Syst. 2024
- Readers: Everyone
Scalable Geometric Fracture Assembly via Co-creation Space among Assemblers
Ruiyuan Zhang, Jiaxiang Liu, Zexi Li, Hao Dong, Jie Fu, Chao Wu
- AAAI 2024
- Readers: Everyone

View all 23 publications

Co-Authors

View all 55 co-authors