Xinyu Tian

PhD student, Australian National University

Joined

May 2023

Names

Xinyu Tian (Preferred)

Emails

****@anu.edu.au (Confirmed)

Personal Links

Career & Education History

PhD student

Australian National University (anu.edu.au)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2027

Expertise

Model Adaptation

2023 – 2027

Few-shot Learning

2023 – 2027

Publications

More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Fabian Waschkowski, Lukas Wesemann, Peter Henry Tu, Jing Zhang
- ICLR 2026 Poster
- Readers: Everyone
ArGue: Attribute-Guided Prompt Tuning for Vision-Language Models
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Jing Zhang
- CVPR2024
- Readers: Everyone
SimLabel: Consistency-Guided OOD Detection with Pretrained Vision-Language Models
Shu Zou, Xinyu Tian, Qinyu Zhao, Zhaoyuan Yang, Jing Zhang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition
Xinyu Tian, Shu Zou, Zhaoyuan Yang, Mengqi He, Jing Zhang
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors