Xiaotian Yin

PhD student, University of Science and Technology of China

Joined

March 2023

Names

Xiaotian Yin (Preferred)

Emails

****@mail.ustc.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

University of Science and Technology of China (mail.ustc.edu.cn)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2021 – Present

Expertise

Few-Shot Learning

2021 – Present

Zero-Shot Learning

2021 – Present

Publications

Adversarial Attacks Already Tell the Answer: Directional Bias-Guided Test-time Defense for Vision-Language Models
Liangsheng Liu, Si Chen, Jiamin Wu, Weiwei Feng, Zhixin Cheng, Xiaotian Yin, Wenfei Yang, Tianzhu Zhang
- ICLR 2026 Poster
- Readers: Everyone
Learning to Enhance Low-Light Images with Reliable Attention and Reinforced Distribution Alignment
Zhixin Cheng, Haodian Wang, Xiaotian Yin, Baoqun Yin, Tianzhu Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Hierarchy-Aware Interactive Prompt Learning for Few-Shot Classification
Xiaotian Yin, Jiamin Wu, Wenfei Yang, Xu Zhou, Shifeng Zhang, Tianzhu Zhang
- IEEE Trans. Circuits Syst. Video Technol. 2024
- Readers: Everyone
Task-Adaptive Prompted Transformer for Cross-Domain Few-Shot Learning
Jiamin Wu, Xin Liu, Xiaotian Yin, Tianzhu Zhang, Yongdong Zhang
- AAAI 2024
- Readers: Everyone
NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned
Dustin Carrión-Ojeda, Mahbubul Alam, Sergio Escalera, Ahmed K. Farahat, Dipanjan Ghosh, Maria Teresa Gonzalez Diaz, Chetan Gupta, Isabelle Guyon, Joël Roman Ky, Xian Yeow Lee, Xin Liu, Felix Mohr, Manh Hung Nguyen, Emmanuel Pintelas, Stefan Roth, Simone Schaub-Meyer, Haozhe Sun, Ihsan Ullah, Joaquin Vanschoren, Lasitha Vidyaratne et al. (2 additional authors not shown)
- NeurIPS (Competition and Demos) 2021
- Readers: Everyone

Co-Authors

View all 32 co-authors