Hu, Shoubo

1. Domain Generalization via Multidomain Discriminant Analysis
   2019/07/25 by Shoubo Hu, Kun Zhang, Hu, Shoubo +5 · 3 citations
   Computer Science · Immunology and Microbiology · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #interferon and immune responses
2. GHPO: Adaptive Guidance for Stable and Efficient LLM Reinforcement Learning
   2025/07/14 by Liu, Ziru, Gong, Cheng, Fu, Xinyu +7 · 11 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Causal Inference and Mechanism Clustering of A Mixture of Additive Noise\n Models
   2018/09/23 by Shoubo Hu, Zhitang Chen, Hu, Shoubo +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
4. ToTRL: Unlock LLM Tree-of-Thoughts Reasoning Potential through Puzzles Solving
   2025/05/19 by Honglin Wu, Wu, Haoyuan, X. Chen +10 · 3 citations
   Computer Science · #Multimodal Machine Learning Applications #Artificial Intelligence in Games #Reinforcement Learning in Robotics
5. One-Token Rollout: Guiding Supervised Fine-Tuning of LLMs with Policy Gradient
   2025/09/30 by Ming, Rui, Wu, Haoyuan, Hu, Shoubo +2 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences