Minghua Ma
- Large Language Model-Brained GUI Agents: A Survey
2024/11/27 by Chaoyun Zhang, Shilin He, Zhang, Chaoyun +25 · 7 voices · 48 citations
Computer Science · Engineering · #Natural Language Processing Techniques #Robotics and Automated Systems #Topic Modeling #cs.AI #cs.CL #cs.HC
- UFO: A UI-Focused Agent for Windows OS Interaction
2024/02/08 by Chaoyun Zhang, Liqun Li, Zhang, Chaoyun +21 · 27 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mobile Agent-Based Network Management
- Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
2023/05/25 by Yinfang Chen, Chen, Yinfang, Huaibing Xie +31 · 18 citations
Computer Science · Decision Sciences · #Software System Performance and Reliability #Data Quality and Management #Cloud Data Security Solutions
- Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation
2023/11/07 by Ruomeng Ding, Ding, Ruomeng, Chaoyun Zhang +17 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Robust Failure Diagnosis of Microservice System through Multimodal Data
2023/02/21 by Shenglin Zhang, Pengxiang Jin, Zhang, Shenglin +23 · 6 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software-Defined Networks and 5G
- Large Language Models can Deliver Accurate and Interpretable Time Series Anomaly Detection
2024/05/24 by Jun Liu, Chaoyun Zhang, Liu, Jun +15 · 8 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Failure Diagnosis in Microservice Systems: A Comprehensive Survey and Analysis
2024/06/27 by Shenglin Zhang, Sibo Xia, Zhang, Shenglin +15 · 7 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software System Performance and Reliability #Software-Defined Networks and 5G
- Building AI Agents for Autonomous Clouds: Challenges and Design Principles
2024/07/16 by Manish Shetty, Yinfang Chen, Shetty, Manish +23 · 7 citations
Computer Science · #Cloud Computing and Resource Management
- Xpert: Empowering Incident Management with Query Recommendations via Large Language Models
2023/12/19 by Yuxuan Jiang, Chaoyun Zhang, Jiang, Yuxuan +19 · 5 citations
Computer Science · #Software System Performance and Reliability #IoT and Edge/Fog Computing #Context-Aware Activity Recognition Systems
- Assess and Summarize: Improve Outage Understanding with Large Language Models
2023/05/29 by Pengxiang Jin, Shenglin Zhang, Jin, Pengxiang +29 · 4 citations
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
- UFO2: The Desktop AgentOS
2025/04/20 by Chaoyun Zhang, Zhang, Chaoyun, He Huang +39 · 10 citations
Decision Sciences · Computer Science · #Personal Information Management and User Behavior #Multi-Agent Systems and Negotiation #Usability and User Interface Design
- Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
2024/02/05 by Zexin Wang, Changhua Pei, Wang, Zexin +21 · 4 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information
2024/09/20 by Yuxin Wang, Wang, Yuxin, Minghua Ma +17 · 3 citations
Computer Science · #Digital Rights Management and Security
- Enhanced Fairness Testing via Generating Effective Initial Individual Discriminatory Instances
2022/09/17 by Minghua Ma, Ma, Minghua, Tian Zhao +11 · 1 citation
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
- Enhanced Fine-Tuning of Lightweight Domain-Specific Q&A Model Based on Large Language Models
2024/08/22 by Shenglin Zhang, Zhang, Shenglin, Pengtian Zhu +19 · 1 citation
Computer Science · #Expert finding and Q&A systems
- UFO3: Weaving the Digital Agent Galaxy
2025/11/14 by Chaoyun Zhang, Zhang, Chaoyun, Liqun Li +19 · 1 citation
Computer Science · #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #Software System Performance and Reliability
- EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models
2025/05/31 by Zekun Wang, Minghua Ma, Wang, Zekun +10 · 2 citations
Computer Science · #Advanced Neural Network Applications #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
- Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments
2026/07/30 by Haomin Qi, Xingliang Wang, Xuanqi Gao +9
Computer Science · #cs.CL #cs.LG #cs.SE
- DepRepair: LLM-Based Source-Code Repair for Dependency Breaking Changes
2026/07/20 by Shenghao Yang, Bo Lu, Yaochen Liu +5
#cs.SE