Guibin Zhang

1. A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
   2025/08/10 by Jinyuan Fang, Yanwen Peng, Fang, Jinyuan +29 · 8 voices · 41 citations
   Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Language and cultural evolution #Reinforcement Learning in Robotics
2. Memory in the Age of AI Agents
   2025/12/15 by Yuyang Hu, Hu, Yuyang, Shichun Liu +98 · 3 voices · 15 citations
   Computer Science · Engineering · #AI-based Problem Solving and Planning #Ferroelectric and Negative Capacitance Devices #Reinforcement Learning in Robotics #cs.AI #cs.CL
3. The Landscape of Agentic Reinforcement Learning for LLMs: A Survey
   2025/09/02 by Guibin Zhang, Zhang, Guibin, Geng, Hejia +42 · 1 voice · 49 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Speech and dialogue systems
4. Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems
   2024/10/03 by Guibin Zhang, Zhang, Guibin, Yanwei Yue +15 · 24 citations
   Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies
5. G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
   2024/10/15 by Guibin Zhang, Yanwei Yue, Zhang, Guibin +14 · 17 citations
   Computer Science · Engineering · #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies #Modular Robots and Swarm Intelligence
6. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
   2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 27 citations
   Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
7. MasRouter: Learning to Route LLMs for Multi-Agent Systems
   2025/02/16 by Yanwei Yue, Guibin Zhang, Yue, Yanwei +11 · 15 citations
   Computer Science · #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services #Mobile Agent-Based Network Management
8. TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting
   2025/01/22 by Yifan Hu, Guibin Zhang, Hu, Yifan +15 · 14 citations
   Computer Science · #Data Management and Algorithms #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
9. NetSafe: Exploring the Topological Safety of Multi-agent Networks
   2024/10/21 by Miao Yu, Yu, Miao, Shilong Wang +15 · 6 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Multiagent Systems (cs.MA) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
10. EvoFlow: Evolving Diverse Agentic Workflows On The Fly
    2025/02/11 by Guibin Zhang, Kai‐Jie Chen, Zhang, Guibin +13 · 8 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Multi-Agent Systems and Negotiation #Simulation Techniques and Applications
11. Deep Learning for 3-D Inversion of Gravity Data
    2022/01/01 by Lianzhi Zhang, Guibin Zhang, Yao Liu +1 · 2 citations
12. Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts
    2024/02/06 by Kun Wang, Hao Wu, Wang, Kun +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
13. The Heterophilic Snowflake Hypothesis: Training and Empowering GNNs for Heterophilic Graphs
    2024/06/18 by Kun Wang, Wang, Kun, Guibin Zhang +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting
    2024/03/05 by Hao Wu, Wu, Hao, Haomin Wen +12 · 2 citations
    Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Environmental Gas Dynamics #Data Management and Algorithms #FOS: Computer and information sciences #Time Series Analysis and Forecasting
15. Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia
    2024/10/02 by Miao Yu, Junyuan Mao, Yu, Miao +17 · 2 citations
    Computer Science · Neuroscience · #Artificial Intelligence in Education #Neuroscience, Education and Cognitive Function
16. Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
    2024/09/02 by Dingshuo Chen, Zhixun Li, Chen, Dingshuo +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Genetics, Bioinformatics, and Biomedical Research
17. GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning
    2024/10/17 by Guibin Zhang, Haonan Dong, Zhang, Guibin +17 · 1 citation
    Computer Science · #Software Engineering Research
18. Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
    2025/03/11 by Shi, Zitong, Guancheng Wan, Wan, Guancheng +10 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
19. Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
    2025/05/31 by Zherui Li, Li, Zherui, Mi Yan +10 · 2 citations
    Decision Sciences · Computer Science · #Multi-Criteria Decision Making #Bayesian Modeling and Causal Inference #Information and Cyber Security
20. The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
    2026/04/02 by Xinlei Yu, Zhangquan Chen, Yongbo He +36 · 1 voice · 1 citation
    #cs.AI