Liu, Guanlin

1. Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning
   2025/04/10 by Seed, ByteDance, :, Chen, Jiaze +267 · 52 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
2. Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning
   2021/10/09 by Guanlin Liu, Liu, Guanlin, Lifeng Lai +1 · 3 citations
   Computer Science · Engineering · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Smart Grid Security and Resilience
3. Impact of LRG1 and LRG2 in DESI 2024 BAO data on dark energy evolution
   2024/07/05 by Yu Wang, Liu, Guanlin, Wang, Yu +2 · 5 citations
   Earth and Planetary Sciences · Mathematics · Physics and Astronomy · #Geophysics and Gravity Measurements #Statistical and numerical algorithms #Solar and Space Plasma Dynamics
4. Efficient Adversarial Attacks on Online Multi-agent Reinforcement Learning
   2023/07/15 by Liu, Guanlin, Lai, Lifeng · 3 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
5. Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback
   2025/03/28 by Shen, Wei, Liu, Guanlin, Wu, Zheng +5 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Process Supervision-Guided Policy Optimization for Code Generation
   2024/10/23 by Dai, Ning, Wu, Zheng, Zheng, Renjie +7 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.7
7. Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
   2024/10/11 by Ji, Kaixuan, Liu, Guanlin, Dai, Ning +6 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty
   2023/07/15 by Liu, Guanlin, Zhihan Zhou, Zhou, Zhihan +4 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics