Li, Yushu

1. On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion
   2023/08/19 by Li, Yushu, Xu, Xun, Su, Yongyi +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model
   2024/12/24 by Yushu Li, Yongyi Su, Li, Yushu +7 · 2 citations
   Computer Science · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
3. On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning
   2024/10/07 by Su, Yongyi, Li, Yushu, Liu, Nanqing +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral
   2025/12/03 by Deng, Wenlong, Li, Yushu, Gong, Boying +3 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences