Qianli Shen

Researcher, Alibaba Group

Joined

May 2022

Names

Qianli Shen (Preferred)

Emails

****@u.nus.edu (Confirmed)

****@alibaba-inc.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2025 – Present

PhD student

School of Computing, national university of singaore, National University of Singapore (u.nus.edu)

2021 – 2025

Undergrad student

Yuanpei College, Peking University (pku.edu.cn)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Kenji Kawaguchi

2021 – 2025

Expertise

Bi-level Optimization

Meta Learning

2024 – Present

Publications

BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
Qianli Shen, Daoyuan Chen, Yilun Huang, Zhenqing Ling, Yaliang Li, Bolin Ding, Jingren Zhou
- ICLR 2026 Poster
- Readers: Everyone
Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Qianli Shen, Yaliang Li, Ying Shen
- NeurIPS 2025 poster
- Readers: Everyone
LoReUn: Data Itself Implicitly Provides Cues to Improve Machine Unlearning
Xiang Li, Qianli Shen, Haonan Wang, Kenji Kawaguchi
- SafeGenAi Poster
- Readers: Everyone
FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models
Yang Zhang, Yawei Li, Xinpeng Wang, Qianli Shen, Barbara Plank, Bernd Bischl, Mina Rezaei, Kenji Kawaguchi
- Compression Workshop @ NeurIPS 2024
- Readers: Everyone
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
Qianli Shen, Yezhen Wang, Zhouhao Yang, Xiang Li, Haonan Wang, Yang Zhang, Jonathan Scarlett, Zhanxing Zhu, Kenji Kawaguchi
- NeurIPS 2024 poster
- Readers: Everyone
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
Haonan Wang, Qianli Shen, Yao Tong, Yang Zhang, Kenji Kawaguchi
- ICML 2024 Oral
- Readers: Everyone
VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models
Xiang Li, Qianli Shen, Kenji Kawaguchi
- CVPR 2024
- Readers: Everyone
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline
Haonan Wang, Qianli Shen, Yao Tong, Yang Zhang, Kenji Kawaguchi
- ICML 2024
- Readers: Everyone
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
Qianli Shen, Yezhen Wang, Zhouhao Yang, Xiang Li, Haonan Wang, Yang Zhang, Jonathan Scarlett, Zhanxing Zhu, Kenji Kawaguchi
- NeurIPS 2024
- Readers: Everyone
The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline
Haonan Wang, Qianli Shen, Yao Tong, Yang Zhang, Kenji Kawaguchi
- NeurIPS 2023 BUGS Oral
- Readers: Everyone

View all 15 publications

Co-Authors

View all 41 co-authors