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Hou, Zhenyu

  1. GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
    2025/08/08 by GLM-4. 5 Team, Team, : +357 · 21 voices · 133 citations
    Computer Science · #Cognitive Computing and Networks #Distributed and Parallel Computing Systems #Rough Sets and Fuzzy Logic #cs.CL
  2. ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
    2024/06/18 by GLM, Team, :, Zeng, Aohan +56 · 234 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. GraphMAE: Self-Supervised Masked Graph Autoencoders
    2022/05/22 by Zhenyu Hou, Hou, Zhenyu, Xiao Liu +11 · 48 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
    2025/07/01 by V Team, Hong, Wenyi, Yu, Wenmeng +85 · 171 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
    2025/01/20 by Zhenyu Hou, Xin Lv, Hou, Zhenyu +15 · 1 voice · 19 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL #cs.LG
  6. GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner
    2023/04/10 by Zhenyu Hou, Hou, Zhenyu, Yufei He +11 · 18 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
  7. TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
    2025/06/13 by Zhenyu Hou, Hou, Zhenyu, Ziniu Hu +9 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Statistical and Computational Modeling
  8. LongReward: Improving Long-context Large Language Models with AI Feedback
    2024/10/28 by Jiajie Zhang, Zhang, Jiajie, Zhongni Hou +17 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  9. ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback
    2024/04/01 by Hou, Zhenyu, Niu, Yilin, Du, Zhengxiao +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. DeepDive: Advancing Deep Search Agents with Knowledge Graphs and Multi-Turn RL
    2025/09/12 by Lu, Rui, Hou, Zhenyu, Wang, Zihan +6 · 14 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Does RLHF Scale? Exploring the Impacts From Data, Model, and Method
    2024/12/08 by Hou, Zhenyu, Du, Pengfan, Niu, Yilin +7 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment
    2024/06/05 by Zhenyu Hou, Hou, Zhenyu, Haozhan Li +7 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Brain Tumor Detection and Classification
  13. SceneGenAgent: Precise Industrial Scene Generation with Coding Agent
    2024/10/29 by Xia Xiao, Xia, Xiao, Dan Zhang +12 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Software Engineering (cs.SE) #Video Analysis and Summarization
  14. CogDL: A Comprehensive Library for Graph Deep Learning
    2021/03/01 by Yukuo Cen, Zhenyu Hou, Cen, Yukuo +33 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
  15. SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling
    2025/06/09 by Wang, Haoran, Hou, Zhenyu, Wei, Yao +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  16. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline
    2024/04/03 by Xu, Yifan, Liu, Xiao, Liu, Xinghan +9 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-training
    2024/07/04 by Yufei He, He, Yufei, Zhenyu Hou +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning and Data Classification
  18. AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework
    2025/10/05 by Hanchen Zhang, Zhang, Hanchen, Xiao Liu +24 · 5 citations
    Computer Science · #Reinforcement Learning in Robotics
  19. Real-time Spatial-temporal Traversability Assessment via Feature-based Sparse Gaussian Process
    2025/03/06 by Hou, Zhenyu, Tan, Senming, Zhang, Zhihao +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)