Yu, Simon

1. Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
   2025/10/01 by Jiayi Zhang, Simon C.H. Yu, Simon Yu +12 · 14 voices · 12 citations
   Immunology and Microbiology · #Biosimilars and Bioanalytical Methods #cs.AI #cs.CL
2. SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
   2025/06/30 by Liu, Bo, Guertler, Leon, Yu, Simon +9 · 23 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network
   2023/05/07 by Xiaoyu Yang, Yang, Xiaoyu, Lijian Xu +9 · 4 citations
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Coronary Interventions and Diagnostics #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
4. Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement
   2024/09/17 by S.S. Yu, Liangyu Chen, Yu, Simon +5 · 3 citations
   Agricultural and Biological Sciences · #Animal Disease Management and Epidemiology #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Fine-tuning Large Language Models with Sequential Instructions
   2024/03/12 by Hanxu Hu, Hu, Hanxu, Yu, Simon +4 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
6. Evaluating and Safeguarding the Adversarial Robustness of Retrieval-Based In-Context Learning
   2024/05/24 by Simon Lok Yu, Jie He, Yu, Simon +5 · 1 citation
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning