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Jiayi Zhang

  1. Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
    2025/10/01 by Jiayi Zhang, Zhang, Jiayi, Simon Yu +12 · 14 voices · 12 citations
    Immunology and Microbiology · #Biosimilars and Bioanalytical Methods #cs.AI #cs.CL
  2. Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
    2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 36 citations
    Computer Science · #Reinforcement Learning in Robotics
  3. Data Interpreter: An LLM Agent For Data Science
    2024/02/28 by Sirui Hong, Yizhang Lin, Hong, Sirui +47 · 44 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  4. A Tutorial on Near-Field XL-MIMO Communications Towards 6G
    2023/10/17 by Haiquan Lu, Lu, Haiquan, Yong Zeng +21 · 39 citations
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  5. AFlow: Automating Agentic Workflow Generation
    2024/10/14 by Jiayi Zhang, Zhang, Jiayi, Xiang, Jinyu +22 · 51 citations
    Decision Sciences · Business, Management and Accounting · #Scientific Computing and Data Management #Business Process Modeling and Analysis #Simulation Techniques and Applications
  6. Audio-Visual Segmentation
    2022/07/11 by Jinxing Zhou, Jianyuan Wang, Zhou, Jinxing +17 · 22 citations
    Computer Science · Neuroscience · #Speech and Audio Processing #Music and Audio Processing #Hearing Loss and Rehabilitation
  7. From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
    2025/11/23 by Jian Yang, Yang, Jian, Xianglong Liu +143 · 7 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
  8. A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
    2025/07/28 by Huan-ang Gao, Gao, Huan-ang, Jiayi Geng +51 · 2 voices · 55 citations
    #cs.AI
  9. Targeting cancer stem cell pathways for cancer therapy
    2020/02/07 by Liqun Yang, Pengfei Shi, Gaichao Zhao +8 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cancer Cells and Metastasis #Epigenetics and DNA Methylation #Renal and related cancers
  10. RIS-Aided Cell-Free Massive MIMO Systems for 6G: Fundamentals, System Design, and Applications
    2023/09/30 by Enyu Shi, Shi, Enyu, Jiayi Zhang +13 · 13 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  11. Prospective Multiple Antenna Technologies for Beyond 5G
    2019/09/30 by Jiayi Zhang, Emil Björnson, Zhang, Jiayi +9 · 7 citations
    Engineering · #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization #Antenna Design and Analysis
  12. A Survey for Solving Mixed Integer Programming via Machine Learning
    2022/03/06 by Jiayi Zhang, Zhang, Jiayi, Chang Liu +9 · 8 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Process Optimization and Integration #Scheduling and Optimization Algorithms #Vehicle Routing Optimization Methods
  13. Structured Massive Access for Scalable Cell-Free Massive MIMO Systems
    2020/06/18 by Shuaifei Chen, Chen, Shuaifei, Jiayi Zhang +7 · 6 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  14. Impact of Channel Aging on Cell-Free Massive MIMO Over Spatially Correlated Channels
    2021/04/23 by Jiakang Zheng, Zheng, Jiakang, Jiayi Zhang +5 · 5 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT)
  15. Uplink Performance of Cell-Free Massive MIMO with Multi-Antenna Users Over Jointly-Correlated Rayleigh Fading Channels
    2021/10/11 by Zhe Wang, Wang, Zhe, Jiayi Zhang +7 · 4 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Advanced Wireless Network Optimization
  16. Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
    2023/03/20 by Weixuan Sun, Sun, Weixuan, Jiayi Zhang +15 · 5 citations
    Computer Science · #Speech and Audio Processing #Music and Audio Processing #Digital Media Forensic Detection
  17. Atom of Thoughts for Markov LLM Test-Time Scaling
    2025/02/17 by Quan Shi, Teng, Fengwei, Shi, Quan +9 · 13 citations
    Engineering · #Advancements in Photolithography Techniques
  18. Self-Supervised Prompt Optimization
    2025/02/07 by Jiayi Zhang, Xiang, Jinyu, Zhu Liang Yu +14 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  19. RIS-Aided Next-Generation High-Speed Train Communications: Challenges, Solutions, and Future Directions
    2021/03/17 by Heng Liu, Jiayi Zhang, Liu, Heng +9 · 2 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Information Theory (cs.IT) #Satellite Communication Systems
  20. A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs
    2021/06/09 by Runzhong Wang, Wang, Runzhong, Zhigang Hua +15 · 2 citations
    Computer Science · Engineering · #Combinatorics (math.CO) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #FOS: Mathematics #Graph Theory and Algorithms #Machine Learning (cs.LG) #Vehicle Routing Optimization Methods
  21. Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search
    2025/02/24 by Boyan Li, Jiayi Zhang, Li, Boyan +11 · 7 citations
    Computer Science · #Mathematics, Computing, and Information Processing #Advanced Database Systems and Queries
  22. Cell-Free XL-MIMO Meets Multi-Agent Reinforcement Learning: Architectures, Challenges, and Future Directions
    2023/07/06 by Zhilong Liu, Liu, Zhilong, Jiayi Zhang +13 · 3 citations
    Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Signal Processing (eess.SP) #electronic engineering #information engineering
  23. Reconfigurable Intelligent Surface (RIS)-aided Vehicular Networks: Their Protocols, Resource Allocation, and Performance
    2022/03/05 by Yuanbin Chen, Chen, Yuanbin, Ying Wang +6 · 2 citations
    Engineering · #Advanced Wireless Communication Technologies #FOS: Electrical engineering #Satellite Communication Systems #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
  24. FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation
    2025/05/26 by Liu, Dong, Yang Yu, Jiayi Zhang +8 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Multimedia (cs.MM) #Network Packet Processing and Optimization #Performance (cs.PF)
  25. Hybrid-Field Channel Estimation for XL-MIMO Systems with Stochastic Gradient Pursuit Algorithm
    2024/05/24 by Hao Lei, Jiayi Zhang, Lei, Hao +7 · 3 citations
    Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Techniques #Energy Harvesting in Wireless Networks
  26. Uplink Performance of RIS-Aided Cell-Free Massive MIMO System With Electromagnetic Interference
    2023/08/01 by Enyu Shi, Jiayi Zhang, Derrick Wing Kwan Ng +1 · 2 citations
  27. Performance Analysis of Mixed-ADC Massive MIMO Systems over Rician Fading Channels
    2017/03/10 by Jiayi Zhang, Linglong Dai, Zhang, Jiayi +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #Advanced Wireless Communication Technologies
  28. Near-Field User Localization and Channel Estimation for XL-MIMO Systems: Fundamentals, Recent Advances, and Outlooks
    2024/07/14 by Hao Lei, Lei, Hao, Jiayi Zhang +9 · 3 citations
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  29. On the Performance of NOMA-Based Cooperative Relaying Systems over Rician Fading Channels
    2017/07/22 by Ruicheng Jiao, Linglong Dai, Jiao, Ruicheng +7 · 1 citation
    Engineering · Computer Science · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #Wireless Communication Security Techniques
  30. Mixed-ADC/DAC Multipair Massive MIMO Relaying Systems: Performance Analysis and Power Optimization
    2018/09/10 by Jiayi Zhang, Linglong Dai, Zhang, Jiayi +7 · 1 citation
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Full-Duplex Wireless Communications #Information Theory (cs.IT)
  31. Analyzing the Role of Semantic Representations in the Era of Large Language Models
    2024/05/02 by Zhijing Jin, Jin, Zhijing, Yuen Chen +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #Topic Modeling
  32. UAV Communications with WPT-aided Cell-Free Massive MIMO Systems
    2021/04/23 by Jiakang Zheng, Zheng, Jiakang, Jiayi Zhang +3 · 1 citation
    Engineering · #UAV Applications and Optimization #Energy Harvesting in Wireless Networks #Advanced Wireless Communication Technologies
  33. Joint Cooperative Clustering and Power Control for Energy-Efficient Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning
    2024/06/08 by Ziheng Liu, Liu, Ziheng, Jiayi Zhang +7 · 2 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Wireless Communication Networks Research
  34. Virtual human retina: Simulating neural signalling, degeneration, and responses to electrical stimulation
    2025/01/01 by Keith Ly, Michael L Italiano, Mohit N. Shivdasani +6 · 1 voice · 2 citations
    Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research
  35. 6G-Enabled Smart Railways
    2025/05/19 by Bo Ai, Ai, Bo, Yunlong Lu +17 · 7 citations
    Engineering · #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  36. Cell-Free Massive MIMO-OFDM for High-Speed Train Communications
    2022/03/02 by Jiakang Zheng, Zheng, Jiakang, Jiayi Zhang +7 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Railway Systems and Energy Efficiency #Signal Processing (eess.SP) #Wireless Communication Networks Research #electronic engineering #information engineering
  37. Reconfigurable Intelligent Surface-Aided Joint Radar and Covert Communications: Fundamentals, Optimization, and Challenges
    2022/03/05 by Hongyang Du, Jiawen Kang, Du, Hongyang +7 · 1 citation
    Engineering · #Advanced Wireless Communication Technologies #Radar Systems and Signal Processing #Wireless Communication Security Techniques
  38. Reconfigurable Intelligent Surfaces with Outdated Channel State Information: Centralized vs. Distributed Deployments
    2022/01/22 by Yan Zhang, Jiayi Zhang, Zhang, Yan +7 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
  39. Identify As A Human Does: A Pathfinder of Next-Generation Anti-Cheat Framework for First-Person Shooter Games
    2024/09/23 by Jiayi Zhang, Zhang, Jiayi, Sun, Chenxin +10 · 2 citations
    Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Games and Media #FOS: Computer and information sciences #Gambling Behavior and Treatments #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Sexuality, Behavior, and Technology
  40. Uplink Performance of High-Mobility Cell-Free Massive MIMO-OFDM Systems
    2022/01/24 by Jiakang Zheng, Zheng, Jiakang, Jiayi Zhang +6 · 1 citation
    Engineering · #Advanced Power Amplifier Design #Advanced Wireless Communication Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #PAPR reduction in OFDM #Signal Processing (eess.SP) #electronic engineering #information engineering
  41. Joint SIM Configuration and Power Allocation for Stacked Intelligent Metasurface-assisted MU-MISO Systems with TD3
    2024/08/11 by Xiaolei Yang, Jiayi Zhang, Yang, Xiaolei +11 · 2 citations
    Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #FOS: Electrical engineering #Satellite Communication Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
  42. Mobile Cell-Free Massive MIMO: Challenges, Solutions, and Future Directions
    2023/02/06 by Jiakang Zheng, Jiayi Zhang, Zheng, Jiakang +11 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT)
  43. Energy-Efficient RIS-Aided Cell-Free Massive MIMO Systems: Application, Opportunities, and Challenges
    2024/12/23 by Yu Wei Lu, Jiayi Zhang, Lu, Yu +11 · 2 citations
    Engineering · #Radio Frequency Integrated Circuit Design #Energy Harvesting in Wireless Networks #Advanced MIMO Systems Optimization
  44. Energy-Efficient SIM-assisted Communications: How Many Layers Do We Need?
    2025/04/22 by Enyu Shi, Shi, Enyu, Jiayi Zhang +9 · 4 citations
    Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Molecular Communication and Nanonetworks #Signal Processing (eess.SP) #electronic engineering #information engineering
  45. Multi-Agent Reinforcement Learning in Wireless Distributed Networks for 6G
    2025/02/09 by Jiayi Zhang, Zhang, Jiayi, Ziheng Liu +20 · 3 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Systems and Control (eess.SY) #electronic engineering #information engineering
  46. Double-Layer Power Control for Mobile Cell-Free XL-MIMO with Multi-Agent Reinforcement Learning
    2023/09/29 by Ziheng Liu, Liu, Ziheng, Jiayi Zhang +7 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Full-Duplex Wireless Communications #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  47. Resource Allocation for Near-Field Communications: Fundamentals, Tools, and Outlooks
    2023/10/27 by Bokai Xu, Xu, Bokai, Jiayi Zhang +13 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Analysis #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
  48. Exosomes derived from uMSCs promote hair regrowth in alopecia areata through accelerating human hair follicular keratinocyte proliferation and migration
    2023/11/03 by Shouyi Hu, Jiayi Zhang, Qingqing Ji +6 · 1 citation
    Medicine · #Dermatologic Treatments and Research #Hair Growth and Disorders #Wound Healing and Treatments
  49. Channel Estimation for Rydberg Atomic Receivers
    2025/03/12 by Ben Xu, Xu, Bokai, Jiayi Zhang +11 · 2 citations
    Physics and Astronomy · #Atomic and Subatomic Physics Research #Quantum optics and atomic interactions #Advanced Frequency and Time Standards
  50. Stacked Intelligent Metasurfaces for 6G Wireless Networks: Principles, Applications, and Research Directions
    2025/10/23 by Enyu Shi, Shi, Enyu, Jiayi Zhang +13 · 2 citations
    Engineering · Materials Science · #Advanced Wireless Communication Technologies #Metamaterials and Metasurfaces Applications #Advanced Antenna and Metasurface Technologies
  51. InteractComp: Evaluating Search Agents With Ambiguous Queries
    2025/10/28 by Mingyi Deng, Lijun Huang, Deng, Mingyi +48 · 2 citations
    #cs.CL #cs.AI
  52. Concise Reasoning, Big Gains: Pruning Long Reasoning Trace with Difficulty-Aware Prompting
    2025/05/26 by Yifan Wu, Wu, Yifan, Shi, Jingze +10 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
  53. 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
  54. Mobile Cell-Free Massive MIMO with Multi-Agent Reinforcement Learning: A Scalable Framework
    2024/12/03 by Ziheng Liu, Jiayi Zhang, Liu, Ziheng +7 · 1 citation
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #Wireless Communication Networks Research
  55. Post-discharge kinesiophobia trajectories and rehabilitation outcomes in post-stroke hemiplegia
    2026/07/28 by Hongjin Ge, Xinyu Zhang, Wei Chen +7
    Medicine · #Spinal Cord Injury Research #Stroke Rehabilitation and Recovery #Traumatic Brain Injury Research