Xiyuan Wei

PhD student, Texas A&M University - College Station

Joined

May 2021

Names

Xiyuan Wei (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@gmail.com (Confirmed)

,

****@tamu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Texas A&M University - College Station (tamu.edu)

2022 – Present

Undergrad student

Nanjing University of Information Science and Technology (nuist.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization
Xiyuan Wei, Chih-Jen Lin, Tianbao Yang
- ICLR 2026 Poster
- Readers: Everyone
Breaking the Limits of Open-Weight CLIP: An Optimization Framework for Self-supervised Fine-tuning of CLIP
Anant Mehta, Xiyuan Wei, Xingyu Chen, Tianbao Yang
- Submitted to ICLR 2026
- Readers: Everyone
Advancing Interpretability of CLIP Representations with Concept Surrogate Model
Nhat Hoang-Xuan, Xiyuan Wei, Wanli Xing, Tianbao Yang, My T. Thai
- NeurIPS 2025 poster
- Readers: Everyone
Model Steering: Learning with a Reference Model Improves Generalization Bounds and Scaling Laws
Xiyuan Wei, Ming Lin, Fanjiang Ye, Fengguang Song, Liangliang Cao, My T. Thai, Tianbao Yang
- ICML 2025 spotlightposter
- Readers: Everyone
FastCLIP: A Suite of Optimization Techniques to Accelerate CLIP Training with Limited Resources
Xiyuan Wei, Fanjiang Ye, Ori Yonay, Xingyu Chen, Baixi Sun, Dingwen Tao, Tianbao Yang
- Submitted to ICLR 2025
- Readers: Everyone
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
Ming Yang, Xiyuan Wei, Tianbao Yang, Yiming Ying
- ICML 2024 Poster
- Readers: Everyone

Co-Authors