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Ganqu Cui

  1. Graph Neural Networks: A Review of Methods and Applications
    2018/12/20 by Jie Zhou, Zhou, Jie, Ganqu Cui +15 · 1 voice · 170 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling #cs.AI #cs.LG #stat.ML
  2. MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
    2024/04/09 by Shengding Hu, Hu, Shengding, Yuge Tu +48 · 2 voices · 125 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  3. Graph neural networks: A review of methods and applications
    2020/01/01 by Jie Zhou, Ganqu Cui, Shengding Hu +6 · 110 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling
  4. UltraFeedback: Boosting Language Models with Scaled AI Feedback
    2023/10/02 by Ganqu Cui, Cui, Ganqu, Lifan Yuan +18 · 119 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  5. Tool Learning with Foundation Models
    2023/04/17 by Yujia Qin, Qin, Yujia, Shengding Hu +79 · 48 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
  6. Process Reinforcement through Implicit Rewards
    2025/02/03 by Ganqu Cui, Lifan Yuan, Cui, Ganqu +45 · 99 citations
    Computer Science · #Reinforcement Learning in Robotics
  7. The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
    2025/05/28 by Ganqu Cui, Yuchen Zhang, Cui, Ganqu +31 · 160 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  8. TTRL: Test-Time Reinforcement Learning
    2025/04/22 by Yuxin Zuo, Kaiyan Zhang, Zuo, Yuxin +28 · 78 citations
    Computer Science · Engineering · Neuroscience · #Reinforcement Learning in Robotics #Muscle activation and electromyography studies #EEG and Brain-Computer Interfaces
  9. Advancing LLM Reasoning Generalists with Preference Trees
    2024/04/02 by Lifan Yuan, Ganqu Cui, Yuan, Lifan +26 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  10. Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations
    2023/06/07 by Lifan Yuan, Yangyi Chen, Yuan, Lifan +15 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  11. Free Process Rewards without Process Labels
    2024/12/02 by Lifan Yuan, Wendi Li, Yuan, Lifan +15 · 32 citations
    Social Sciences · Medicine · #Law and Political Science #Digitalization, Law, and Regulation #Medical and Health Sciences Research
  12. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    2024/05/27 by Tianyu Yu, Haoye Zhang, Yu, Tianyu +24 · 21 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
  13. UltraMedical: Building Specialized Generalists in Biomedicine
    2024/06/06 by Kaiyan Zhang, Zhang, Kaiyan, Sihang Zeng +25 · 13 citations
    Decision Sciences · Health Professions · Medicine · #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interdisciplinary Research and Collaboration #Medical Coding and Health Information
  14. MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
    2025/09/16 by Tianyu Yu, Yu, Tianyu, Chongyi Wang +57 · 26 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  15. MiniCPM4: Ultra-Efficient LLMs on End Devices
    2025/06/09 by MiniCPM Team, Chaojun Xiao, Yuxuan Li +148 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  16. A Survey of Reinforcement Learning for Large Reasoning Models
    2025/09/10 by Kaiyan Zhang, Zhang, Kaiyan, Yuxin Zuo +72 · 55 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
  17. Exploring the Universal Vulnerability of Prompt-based Learning Paradigm
    2022/04/11 by Lei Xu, Yangyi Chen, Xu, Lei +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  18. INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair
    2023/11/16 by Hanbin Wang, Zhenghao Liu, Wang, Hanbin +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  19. From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
    2025/09/29 by Lifan Yuan, Weize Chen, Yuan, Lifan +17 · 2 voices · 8 citations
    #cs.AI #cs.CL
  20. InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
    2025/08/12 by Ping Li, Jiasheng Ye, Li, Peiji +29 · 11 citations
    Computer Science · #Topic Modeling #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
  21. FlowRL: Matching Reward Distributions for LLM Reasoning
    2025/09/18 by Xuekai Zhu, Zhu, Xuekai, Daixuan Cheng +43 · 2 voices · 6 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) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG
  22. Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
    2024/11/04 by Xingtai Lv, Lv, Xingtai, Ning Ding +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling