Han Zhou

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. Visual Planning: Let's Think Only with Images
   2025/05/16 by Yi Xu, Chengzu Li, Xu, Yi +11 · 3 voices · 31 citations
   #cs.LG #cs.AI #cs.CL #cs.CV
3. Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators
   2024/03/25 by Yinhong Liu, Liu, Yinhong, Han Zhou +11 · 31 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques
4. TopViewRS: Vision-Language Models as Top-View Spatial Reasoners
   2024/06/04 by Chengzu Li, Caiqi Zhang, Li, Chengzu +9 · 20 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Semantic Web and Ontologies
5. Batch Calibration: Rethinking Calibration for In-Context Learning and Prompt Engineering
   2023/09/29 by Han Zhou, Xingchen Wan, Zhou, Han +11 · 12 citations
   Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
   2025/02/04 by Han Zhou, Zhou, Han, Xingchen Wan +12 · 25 citations
   Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Product Development and Customization
7. Graph-based Asynchronous Event Processing for Rapid Object Recognition
   2023/08/28 by Yijin Li, Han Zhou, Li, Yijin +11 · 7 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Age of Information Optimization
8. Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering
   2021/09/04 by Bangbang Yang, Yang, Bangbang, Yinda Zhang +13 · 4 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval
   2024/07/17 by Han Zhou, Dong Wei, Zhou, Han +11 · 6 citations
   Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
10. Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
    2025/07/25 by StepFun, :, Bin Wang +284 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
11. Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems
    2023/07/26 by Songbo Hu, Hu, Songbo, Han Zhou +13 · 3 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
12. Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning
    2023/10/19 by Han Zhou, Zhou, Han, Xingchen Wan +5 · 3 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 and dialogue systems #Topic Modeling
13. ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier Transformer
    2024/04/18 by Wei Dong, Han Zhou, Dong, Wei +11 · 3 citations
    Engineering · Physics and Astronomy · #Advanced Optical Imaging Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Coherence Tomography Applications #Random lasers and scattering media
14. Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
    2024/06/17 by Han Zhou, Xingchen Wan, Zhou, Han +9 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
15. GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost
    2022/11/13 by Qingcheng Zeng, Lucas Garay, Zeng, Qingcheng +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
16. From Few to Many: Self-Improving Many-Shot Reasoners Through Iterative Optimization and Generation
    2025/02/01 by Xingchen Wan, Wan, Xingchen, Han Zhou +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
17. A correction function-based kernel-free boundary integral method for elliptic PDEs with implicitly defined interfaces
    2023/09/12 by Han Zhou, Wenjun Ying, Zhou, Han +1 · 3 citations
    Physics and Astronomy · Engineering · #Electromagnetic Scattering and Analysis #Numerical methods in engineering #Electromagnetic Simulation and Numerical Methods
18. Robust Box Prompt based SAM for Medical Image Segmentation
    2024/07/31 by Yuhao Huang, Xin Yang, Huang, Yuhao +11 · 2 citations
    Computer Science · Neuroscience · #Medical Image Segmentation Techniques #Brain Tumor Detection and Classification #Image and Object Detection Techniques
19. LITA-GS: Illumination-Agnostic Novel View Synthesis via Reference-Free 3D Gaussian Splatting and Physical Priors
    2025/03/31 by Han Zhou, Zhou, Han, Wei Dong +3 · 3 citations
    Computer Science · #Image Enhancement Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis
20. In-person, video conference, or audio conference? Examining individual and dyadic information processing as a function of communication system
    2024/02/11 by Jingjing Han, Lucía Cores-Sarría, Han Zhou · 1 voice · 1 citation
    Arts and Humanities · Psychology · Social Sciences · #Knowledge Management and Sharing #Media Influence and Health #Team Dynamics and Performance
21. ECMamba: Consolidating Selective State Space Model with Retinex Guidance for Efficient Multiple Exposure Correction
    2024/10/28 by Wei Dong, Han Zhou, Dong, Wei +7 · 2 citations
    Engineering · #Fault Detection and Control Systems
22. A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
    2024/10/20 by Han Zhou, Zhou, Han, Jordy Van Landeghem +5 · 1 citation
    Mathematics · #Survey Sampling and Estimation Techniques
23. Breaking Through the Haze: An Advanced Non-Homogeneous Dehazing Method based on Fast Fourier Convolution and ConvNeXt
    2023/05/08 by Han Zhou, Zhou, Han, Wei Dong +5 · 1 citation
    Computer Science · Engineering · #Image Enhancement Techniques #Video Surveillance and Tracking Methods #Advanced Image Fusion Techniques
24. Maestro: Self-Improving Text-to-Image Generation via Agent Orchestration
    2025/09/12 by Xingchen Wan, Wan, Xingchen, Han Zhou +11 · 4 citations
    Computer Science · Arts and Humanities · #Artificial Intelligence in Games #Mathematics, Computing, and Information Processing #Digital Humanities and Scholarship
25. ClawBench: Can AI Agents Complete Everyday Online Tasks?
    2026/04/09 by Yuxuan Zhang, Yubo Wang, Yipeng Zhu +25 · 1 voice · 2 citations
    #cs.CL #cs.AI
26. GlobalForge: Towards Robust AI-Generated Image Detection
    2026/07/16 by Manni Cui, Ruiqi Liu, Dianyuan Zou +8
    #cs.CV
27. Robostral Navigate
    2026/07/22 by Abhijeet Somani, Arjun Majumdar, Avinash Sooriyarachchi +212
    #cs.RO #cs.AI
28. C-PTQ: Fisher-weighted Channel-wise Sensitivity for Post-training Quantization of MLLMs
    2026/07/23 by Jiameng Li, Han Zhou, Matthew B. Blaschko
    #cs.CV
29. Interactive Training 2: Auditable Control Plane for Live Model Training
    2026/07/17 by Wentao Zhang, Xuanhe Pan, Han Zhou +2
    #cs.LG
30. Rethinking the Readout: Unlocking Video Backbones for AI-Generated Video Detection
    2026/07/16 by Manni Cui, Ziheng Qin, ZiAn Wang +8
    #cs.CV
31. A Cartesian Grid Method for Advection-Diffusion Equations with Robin Boundary Conditions on Moving Domains
    2026/07/28 by Han Zhou, Yoichiro Mori, Lingxing Yao
    Computer Science · Mathematics · Physics and Astronomy · #cs.NA #math-ph #math.MP #math.NA