Guo, Liya

1. Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
   2024/03/11 by Yu Xia, Fang Kong, Xia, Yu +11 · 8 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
2. UniGenX: a unified generative foundation model that couples sequence, structure and function to accelerate scientific design across proteins, molecules and materials
   2025/03/09 by Zhang, Gongbo, Li, Yanting, Luo, Renqian +31 · 3 citations
   #Artificial Intelligence (cs.AI) #Biological Physics (physics.bio-ph) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
3. DGRO: Enhancing LLM Reasoning via Exploration-Exploitation Control and Reward Variance Management
   2025/05/19 by X. Su, Su, Xuerui, Liya Guo +10 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
4. UniF²ace: A Unified Fine-grained Face Understanding and Generation Model
   2025/03/11 by Jiaoqun Li, S. Kevin Zhou, Li, Junzhe +17 · 2 citations
   Computer Science · #Face recognition and analysis #Face and Expression Recognition