Li, Zhongzhi

1. The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
   2025/09/02 by Guibin Zhang, Zhang, Guibin, Xiaohang Yu +42 · 1 voice · 51 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
2. GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving
   2024/02/15 by Zhang, Jiaxin, Li, Zhongzhi, Zhang, Mingliang +3 · 11 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
   2025/01/20 by Haotian Xu, Xu, Haotian, Xing Wu +25 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models
   2025/05/22 by Zirui Song, Song, Zirui, Ouyang, Guangxian +22 · 13 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
5. Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR
   2025/08/19 by Xiao Liang, Zhongzhi Li, Liang, Xiao +10 · 25 citations
   Computer Science · #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences
6. Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
   2025/09/29 by Tan, Zelin, Geng, Hejia, Yu, Xiaohang +14 · 4 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs
   2025/09/19 by Junlong Jia, Jia, Junlong, Xing Wu +19 · 1 citation
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies