Siliang Zeng

1. A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum
   2021/02/15 by Prashant Khanduri, Khanduri, Prashant, Siliang Zeng +9 · 13 citations
   Computer Science · Engineering · Medicine · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Pancreatic and Hepatic Oncology Research
2. Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Reward Design
   2025/05/17 by Siliang Zeng, Wei, Quan, Chenliang Li +17 · 33 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
3. Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees
   2022/10/04 by Siliang Zeng, Zeng, Siliang, Chenliang Li +5 · 4 citations
   Computer Science · #Adaptive Dynamic Programming Control #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
4. A Bayesian Approach to Robust Inverse Reinforcement Learning
   2023/09/15 by Ran Wei, Wei, Ran, Siliang Zeng +9 · 2 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
5. Bridging the Training-Inference Gap in LLMs by Leveraging Self-Generated Tokens
   2024/10/18 by Zhepeng Cen, Yao Liu, Cen, Zhepeng +11 · 2 citations
   Computer Science · #Natural Language Processing Techniques
6. Learning Reward and Policy Jointly from Demonstration and Preference Improves Alignment
   2024/06/11 by Chenliang Li, Li, Chenliang, Siliang Zeng +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Stream Mining Techniques #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)