Pan, Jiayi

1. OpenHands: An Open Platform for AI Software Developers as Generalist Agents
   2024/07/23 by Xingyao Wang, Wang, Xingyao, Boxuan Li +47 · 3 voices · 233 citations
   Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.SE
2. Humanity's Last Exam
   2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 105 citations
   #cs.LG #cs.AI #cs.CL
3. Training Software Engineering Agents and Verifiers with SWE-Gym
   2024/12/30 by Jiayi Pan, Xingyao Wang, Pan, Jiayi +11 · 58 citations
   Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Distributed and Parallel Computing Systems #Business Process Modeling and Analysis
4. DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
   2024/06/14 by Bai, Hao, Zhou, Yifei, Cemri, Mert +4 · 41 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
   2024/02/29 by Yifei Zhou, Andrea Zanette, Zhou, Yifei +7 · 36 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
6. Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
   2024/05/16 by Yuexiang Zhai, Hao Bai, Zhai, Yuexiang +19 · 35 citations
   Computer Science · #Artificial Intelligence (cs.AI) #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
7. Autonomous Evaluation and Refinement of Digital Agents
   2024/04/09 by Pan, Jiayi, Zhang, Yichi, Tomlin, Nicholas +3 · 22 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
8. Inversion-Free Image Editing with Natural Language
   2023/12/07 by Sihan Xu, Yidong Huang, Xu, Sihan +7 · 17 citations
   Computer Science · Medicine · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Model Reduction and Neural Networks
9. Data-Efficient Learning of Natural Language to Linear Temporal Logic Translators for Robot Task Specification
   2023/03/09 by Jiayi Pan, Pan, Jiayi, Glen Chou +3 · 8 citations
   Computer Science · #Natural Language Processing Techniques #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
10. Learning Adaptive Parallel Reasoning with Language Models
    2025/04/21 by Jiayi Pan, Pan, Jiayi, Xiuyu Li +15 · 26 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Topic Modeling #Natural Language Processing Techniques
11. Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective
    2024/10/06 by Jinhao Li, Jiaming Xu, Li, Jinhao +19 · 13 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
12. Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?
    2023/10/31 by Yichi Zhang, Zhang, Yichi, Jiayi Pan +7 · 8 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
13. SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting
    2025/04/11 by Jianrong Xu, Xu, Jiaming, Jiayi Pan +13 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
14. FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing
    2022/01/10 by Donald Loveland, Loveland, Donald, Jiayi Pan +5 · 2 citations
    Social Sciences · #Ethics and Social Impacts of AI
15. Search Arena: Analyzing Search-Augmented LLMs
    2025/06/05 by Mihran Miroyan, Tsung-Jui Wu, Miroyan, Mihran +19 · 8 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Text Readability and Simplification
16. Multi-domain Integrative Swin Transformer network for Sparse-View Tomographic Reconstruction
    2021/11/28 by Jiayi Pan, Heye Zhang, Pan, Jiayi +7 · 2 citations
    Computer Science · Engineering · Medicine · #Advanced Image Processing Techniques #Advanced X-ray and CT Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #electronic engineering #information engineering
17. DANLI: Deliberative Agent for Following Natural Language Instructions
    2022/10/22 by Yichi Zhang, Zhang, Yichi, Jianing Yang +15 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
18. SpecPrune-VLA: Accelerating Vision-Language-Action Models via Action-Aware Self-Speculative Pruning
    2025/09/06 by H. Wang, Wang, Hanzhen, Jiaming Xu +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling