Fu, Shi

8 publications

ICLR 2026 The State of Reinforcement Finetuning for Transformer-Based Agents Shengchao Hu, Peng Wang, Guozheng Ma, Shi Fu, Li Shen, Ya Zhang, Dacheng Tao

ICLR 2026 Towards a Theoretical Understanding of In-Context Learning: Stability and Non-I.I.D Generalisation Yingjie Wang, Yutian Zhou, Shi Fu, Yuzhu Chen, Yongcheng Jing, Leszek Rutkowski, Dacheng Tao

ICLR 2025 A Theoretical Perspective: How to Prevent Model Collapse in Self-Consuming Training Loops Shi Fu, Yingjie Wang, Yuzhu Chen, Xinmei Tian, Dacheng Tao

NeurIPS 2025 Self-Verification Provably Prevents Model Collapse in Recursive Synthetic Training Shi Fu, Yingjie Wang, Yuzhu Chen, Li Shen, Dacheng Tao

UAI 2024 Adaptive Time-Stepping Schedules for Diffusion Models Yuzhu Chen, Fengxiang He, Shi Fu, Xinmei Tian, Dacheng Tao

ICLR 2024 Convergence of Bayesian Bilevel Optimization Shi Fu, Fengxiang He, Xinmei Tian, Dacheng Tao

ICML 2024 Towards Theoretical Understandings of Self-Consuming Generative Models Shi Fu, Sen Zhang, Yingjie Wang, Xinmei Tian, Dacheng Tao

ICLR 2023 Sharper Bounds for Uniformly Stable Algorithms with Stationary Mixing Process Shi Fu, Yunwen Lei, Qiong Cao, Xinmei Tian, Dacheng Tao