Ye, Rui
- OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
2024/02/10 by Rui Ye, Wenhao Wang, Ye, Rui +15 · 28 citations
Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- FedDisco: Federated Learning with Discrepancy-Aware Collaboration
2023/05/30 by Rui Ye, Ye, Rui, Mingkai Xu +9 · 11 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
2024/02/08 by Xianghe Pang, Shuo Tang, Pang, Xianghe +11 · 13 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Transportation and Mobility Innovations
- Physical Backdoor Attack can Jeopardize Driving with Vision-Large-Language Models
2024/04/19 by Zhenyang Ni, Ni, Zhenyang, Rui Ye +9 · 12 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety
- Are We There Yet? Revealing the Risks of Utilizing Large Language Models in Scholarly Peer Review
2024/12/02 by Rui Ye, Xianghe Pang, Ye, Rui +15 · 13 citations
Decision Sciences · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #scientometrics and bibliometrics research
- AMSNet: Netlist Dataset for AMS Circuits
2024/05/15 by Zhuofu Tao, Yichen Shi, Tao, Zhuofu +19 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #VLSI and Analog Circuit Testing
- Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation
2024/10/18 by Tang, Shuo, Pang, Xianghe, Liu, Zexi +6 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network
2022/10/29 by Ziyu Shan, Qi Yang, Shan, Ziyu +11 · 4 citations
Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Optical measurement and interference techniques #Remote Sensing and LiDAR Applications
- X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
2025/05/22 by Rui Ye, Xiangrui Liu, Ye, Rui +11 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
- SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?
2025/07/07 by Chai, Jingyi, Shuo Tang, Tang, Shuo +18 · 20 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
2025/03/05 by Ye, Rui, Tang, Shuo, Ge, Rui +4 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models
2024/06/07 by Ye, Rui, Ge, Rui, Zhu, Xinyu +5 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
- WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
2025/09/16 by Kuan‐Ching Li, Li, Kuan, Zhongwang Zhang +30 · 21 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Web Data Mining and Analysis
- ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
2025/05/29 by Liu, Zexi, Chai, Jingyi, Zhu, Xinyu +5 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems
2025/05/22 by Rui Ye, Ye, Rui, K. Huang +35 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
- Fake It Till Make It: Federated Learning with Consensus-Oriented Generation
2023/12/10 by Rui Ye, Yaxin Du, Ye, Rui +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting
2021/10/03 by Chuyao Luo, Luo, Chuyao, Rui Ye +6 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
- KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server
2024/10/08 by Wenhao Wang, Xiaoyu Liang, Wang, Wenhao +8 · 3 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Quality and Management #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
- Emerging Safety Attack and Defense in Federated Instruction Tuning of Large Language Models
2024/06/15 by Rui Ye, Ye, Rui, Jingyi Chai +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Privacy-Preserving Technologies in Data
- FedFM: Anchor-based Feature Matching for Data Heterogeneity in Federated Learning
2022/10/14 by Rui Ye, Ye, Rui, Zhenyang Ni +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- BrowseMaster: Towards Scalable Web Browsing via Tool-Augmented Programmatic Agent Pair
2025/08/12 by Pang, Xianghe, Shuo Tang, Rui Ye +8 · 7 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Information Retrieval and Search Behavior
- MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
2025/02/05 by W. Wang, Wang, Wenhao, Yuan, Mengying +11 · 3 citations
Computer Science · #Mobile Agent-Based Network Management #Peer-to-Peer Network Technologies #Context-Aware Activity Recognition Systems
- Learn What You Need in Personalized Federated Learning
2024/01/16 by Kexin Lv, Rui Ye, Lv, Kexin +7 · 1 citation
Computer Science · Social Sciences · #FOS: Computer and information sciences #Health disparities and outcomes #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Incentivizing Inclusive Contributions in Model Sharing Markets
2025/05/05 by Enpei Zhang, Jingyi Chai, Zhang, Enpei +7 · 2 citations
Business, Management and Accounting · #Sharing Economy and Platforms
- Decentralized and Lifelong-Adaptive Multi-Agent Collaborative Learning
2024/03/11 by Shuo Tang, Rui Ye, Tang, Shuo +8 · 1 citation
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
- AgentFold: Long-Horizon Web Agents with Proactive Context Management
2025/10/28 by Ye, Rui, Zhang, Zhongwang, Li, Kuan +12 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Tongyi DeepResearch Technical Report
2025/10/28 by Tongyi DeepResearch Team, Li, Baixuan, Zhang, Bo +54 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
2025/10/27 by Ou, Litu, Li, Kuan, Yin, Huifeng +8 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Leveraging Unstructured Text Data for Federated Instruction Tuning of Large Language Models
2024/09/11 by Rui Ye, Ye, Rui, Rui Ge +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Topic Modeling