Fuli Qiao

PhD student, Pennsylvania State University

Joined

September 2023

Names

Fuli Qiao (Preferred)

Emails

****@psu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Pennsylvania State University (psu.edu)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

continual learning in LLMs

2024 – Present

Publications

On the Convergence and Stability of Distributed Sub-model Training
Yuyang Deng, Fuli Qiao, Mehrdad Mahdavi
- AISTATS 2026 Poster
- Readers: Everyone
Merge before Forget: A Single LoRA Continual Learning via Continual Merging
Fuli Qiao, Mehrdad Mahdavi
- ICLR 2026 Poster
- Readers: Everyone
Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees
Yuyang Deng, Fuli Qiao, Mehrdad Mahdavi
- AISTATS 2025 Poster
- Readers: Everyone
Combating the Generalization-Forgetting Trade-off in Continual Learning: A Cautious Passive Low-Rank Approach
Fuli Qiao, Mehrdad Mahdavi
- Submitted to ICLR 2025
- Readers: Everyone
Learn more, but bother less: parameter efficient continual learning
Fuli Qiao, Mehrdad Mahdavi
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors