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Wangchunshu Zhou

  1. Agents: An Open-source Framework for Autonomous Language Agents
    2023/09/14 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +33 · 2 voices · 16 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  2. Memory in the Age of AI Agents
    2025/12/15 by Yuyang Hu, Hu, Yuyang, Shichun Liu +98 · 3 voices · 17 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Ferroelectric and Negative Capacitance Devices #Reinforcement Learning in Robotics #cs.AI #cs.CL
  3. BERT Loses Patience: Fast and Robust Inference with Early Exit
    2020/06/07 by Wangchunshu Zhou, Zhou, Wangchunshu, Canwen Xu +9 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  4. SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
    2025/02/20 by M-A-P Team, P Team, Xinrun Du +179 · 71 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text
    2023/05/22 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +13 · 1 voice · 7 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Scientific Computing and Data Management #Topic Modeling #cs.CL #cs.LG
  6. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
    2023/10/01 by Zekun Moore Wang, Wang, Zekun Moore, Zhongyuan Peng +29 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  7. From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
    2025/11/23 by Jian Yang, Xianglong Liu, Yang, Jian +143 · 7 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
  8. Symbolic Learning Enables Self-Evolving Agents
    2024/06/26 by Wangchunshu Zhou, Yixin Ou, Zhou, Wangchunshu +21 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
    2024/01/10 by Shuofei Qiao, Qiao, Shuofei, Ningyu Zhang +13 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  10. A Comprehensive Survey on Long Context Language Modeling
    2025/03/20 by Jiaheng Liu, Dawei Zhu, Liu, Jiaheng +70 · 32 citations
    Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  11. EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning
    2022/10/14 by Tiannan Wang, Wang, Tiannan, Wangchunshu Zhou +5 · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  12. To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis
    2023/05/22 by Fuzhao Xue, Yao Fu, Xue, Fuzhao +7 · 10 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 #Speech Recognition and Synthesis #Topic Modeling
  13. Reverse-Engineered Reasoning for Open-Ended Generation
    2025/09/07 by Haozhe Wang, Haoran Que, Wang, Haozhe +21 · 3 voices · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques
  14. How Many Unicorns Are in This Image? A Safety Evaluation Benchmark for Vision LLMs
    2023/11/27 by Haoqin Tu, Chenhang Cui, Tu, Haoqin +15 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
    2024/10/27 by Ziming Li, Qianbo Zang, Li, Ziming +25 · 16 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Sports Analytics and Performance
  16. Weaver: Foundation Models for Creative Writing
    2024/01/30 by Tiannan Wang, Wang, Tiannan, Jiamin Chen +92 · 1 voice · 1 citation
    Arts and Humanities · Psychology · #Artistic and Creative Research #Creativity in Education and Neuroscience #cs.AI #cs.CL #cs.LG
  17. Controlled Text Generation with Natural Language Instructions
    2023/04/27 by Wangchunshu Zhou, Yuchen Eleanor Jiang, Zhou, Wangchunshu +7 · 8 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 #Natural Language Processing Techniques #Topic Modeling
  18. LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild
    2024/02/15 by Ziyu Zhao, Zhao, Ziyu, Leilei Gan +11 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
  19. MAP-Neo: Highly Capable and Transparent Bilingual Large Language Model Series
    2024/05/29 by Ge Zhang, Zhang, Ge, Scott Qu +87 · 10 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 #Speech Recognition and Synthesis #Topic Modeling
  20. BERT Learns to Teach: Knowledge Distillation with Meta Learning
    2021/06/08 by Wangchunshu Zhou, Canwen Xu, Zhou, Wangchunshu +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning and ELM
  21. A Survey on Green Deep Learning
    2021/11/08 by Jingjing Xu, Xu, Jingjing, Wangchunshu Zhou +7 · 5 citations
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Air Quality Monitoring and Forecasting #Machine Learning and Data Classification
  22. Evaluating Large Language Models on Controlled Generation Tasks
    2023/10/23 by Jiao Sun, Sun, Jiao, Yufei Tian +15 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  23. MemEvolve: Meta-Evolution of Agent Memory Systems
    2025/12/21 by Guibin Zhang, Zhang, Guibin, Haotian Ren +13 · 1 voice · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #cs.CL #cs.MA
  24. A Comparative Study on Reasoning Patterns of OpenAI's o1 Model
    2024/10/17 by Siwei Wu, Zhongyuan Peng, Wu, Siwei +31 · 8 citations
    Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  25. Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
    2025/07/08 by Xiangru Tang, Tianrui Qin, Tang, Xiangru +31 · 22 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
  26. A Survey on Latent Reasoning
    2025/07/08 by Ruijie Zhu, Zhu, Rui-Jie, Tianhao Peng +59 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  27. Interactive Natural Language Processing
    2023/05/22 by Zekun Wang, Wang, Zekun, Ge Zhang +41 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. MIO: A Foundation Model on Multimodal Tokens
    2024/09/26 by Zekun Wang, Wang, Zekun, Chunpu Xu +30 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  29. AI PERSONA: Towards Life-long Personalization of LLMs
    2024/12/17 by Tiannan Wang, Wang, Tiannan, Meiling Tao +11 · 6 citations
    Decision Sciences · #Scientific Computing and Data Management
  30. Write and Paint: Generative Vision-Language Models are Unified Modal Learners
    2022/06/15 by Shizhe Diao, Wangchunshu Zhou, Diao, Shizhe +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. OAgents: An Empirical Study of Building Effective Agents
    2025/06/17 by He Zhu, Tianrui Qin, Zhu, He +42 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
  32. OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation
    2025/06/03 by Shengjia Zhang, Junjie Wu, Zhang, Shengjia +16 · 8 citations
    Computer Science · Neuroscience · #Formal Methods in Verification #Advanced Software Engineering Methodologies #EEG and Brain-Computer Interfaces
  33. PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness
    2024/10/09 by Zekun Wang, Wang, Zekun, Feiyu Duan +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  34. Pre-training Text-to-Text Transformers for Concept-centric Common Sense
    2020/10/24 by Wangchunshu Zhou, Zhou, Wangchunshu, Dong‐Ho Lee +9 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  35. CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models
    2025/02/23 by Alexander Zhang, Zhang, Alexander, Dong, Marcus +32 · 4 citations
    Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
  36. Towards LifeSpan Cognitive Systems
    2024/09/20 by Yu Wang, Chi Han, Wang, Yu +21 · 2 citations
    Computer Science · Decision Sciences · #Cognitive Science and Mapping #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
    2025/05/20 by Jiajun Shi, Jian Yang, Shi, Jiajun +53 · 3 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) #Multimodal Machine Learning Applications #Topic Modeling
  38. PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization
    2025/06/15 by Meiling Tao, Tao, Meiling, Chenghao Zhu +8 · 4 citations
    Computer Science · Social Sciences · #Persona Design and Applications #Innovative Human-Technology Interaction #Technology Use by Older Adults
  39. How Far Are We from Genuinely Useful Deep Research Agents?
    2025/12/01 by Dingling Zhang, He Zhu, Zhang, Dingling +33 · 2 voices · 2 citations
    #cs.CL
  40. PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment
    2024/10/17 by Wang, Zekun Moore, Kang Zhu, Wang, Shawn +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling