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Lu, Qinghua

  1. AgentOps: Enabling Observability of LLM Agents
    2024/11/08 by Liming Dong, Dong, Liming, Qinghua Lu +3 · 2 voices · 10 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  2. FedProto: Federated Prototype Learning across Heterogeneous Clients
    2021/05/01 by Yue Tan, Tan, Yue, Guodong Long +11 · 56 citations
    Computer Science · #Privacy-Preserving Technologies in Data
  3. FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare
    2023/08/11 by Karim Lekadir, Lekadir, Karim, Aasa Feragen +214 · 17 citations
    Economics, Econometrics and Finance · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Ethics in Clinical Research #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #I.2.0 #I.4.0 #I.5.0 #Machine Learning (cs.LG)
  4. Federated Learning on Non-IID Graphs via Structural Knowledge Sharing
    2022/11/23 by Yue Tan, Yixin Liu, Tan, Yue +9 · 12 citations
    Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data
  5. Towards Self-Interpretable Graph-Level Anomaly Detection
    2023/10/25 by Yixin Liu, Kaize Ding, Liu, Yixin +9 · 10 citations
    Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  6. What Do Users Ask in Open-Source AI Repositories? An Empirical Study of GitHub Issues
    2023/03/17 by Zhou Yang, Yang, Zhou, Chenyu Wang +13 · 8 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Open Source Software Innovations #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
  7. An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead
    2023/01/13 by Boming Xia, Xia, Boming, Tingting Bi +7 · 7 citations
    Business, Management and Accounting · Computer Science · #FOS: Computer and information sciences #Outsourcing and Supply Chain Management #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  8. On the Way to SBOMs: Investigating Design Issues and Solutions in Practice
    2023/04/26 by Bi, Tingting, Xia, Boming, Xing, Zhenchang +2 · 7 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  9. Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents
    2024/05/16 by Yue Liu, Sin Kit Lo, Liu, Yue +13 · 9 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Modular Robots and Swarm Intelligence #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)
  10. Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains
    2023/06/21 by Yu Cheng, Jieshan Chen, Cheng, Yu +9 · 7 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
  11. Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future
    2023/07/05 by Boming Xia, Dawen Zhang, Xia, Boming +9 · 6 citations
    Computer Science · #Blockchain Technology Applications and Security #Cloud Data Security Solutions #FOS: Computer and information sciences #Software Engineering (cs.SE)
  12. Towards a Roadmap on Software Engineering for Responsible AI
    2022/03/09 by Qinghua Lu, Lu, Qinghua, Liming Zhu +7 · 4 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Software Engineering (cs.SE)
  13. A Systematic Literature Review on Blockchain Governance
    2021/05/12 by Yue Liu, Qinghua Lu, Liu, Yue +7 · 3 citations
    Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Software Engineering (cs.SE)
  14. Toward the Cure of Privacy Policy Reading Phobia: Automated Generation of Privacy Nutrition Labels From Privacy Policies
    2023/06/19 by Shidong Pan, Thong Hoang, Pan, Shidong +11 · 4 citations
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Software Engineering (cs.SE)
  15. Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability
    2023/11/22 by Boming Xia, Qinghua Lu, Xia, Boming +9 · 3 citations
    Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
  16. Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications
    2023/08/11 by Jieshan Chen, Jiamou Sun, Chen, Jieshan +11 · 3 citations
    Computer Science · #Web Data Mining and Analysis #Spam and Phishing Detection #Advanced Malware Detection Techniques
  17. Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence
    2023/01/30 by Zejun Zhang, Zhang, Zejun, Zhenchang Xing +9 · 2 citations
    Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
  18. Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering
    2022/09/12 by Lu, Qinghua, Zhu, Liming, Xu, Xiwei +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  19. Towards Concrete and Connected AI Risk Assessment (C2AIRA): A Systematic Mapping Study
    2023/01/27 by Boming Xia, Xia, Boming, Qinghua Lu +11 · 2 citations
    Business, Management and Accounting · Social Sciences · #Big Data and Business Intelligence #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
  20. A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture
    2023/05/09 by Qinghua Lu, Liming Zhu, Lu, Qinghua +8 · 2 citations
    Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE)
  21. Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services
    2023/06/04 by Xing, Zhenchang, Huang, Qing, Cheng, Yu +3 · 2 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  22. Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents
    2023/11/22 by Qinghua Lu, Lu, Qinghua, Liming Zhu +9 · 3 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE) #Topic Modeling
  23. Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects
    2025/05/24 by Schwartz, Reva, Chowdhury, Rumman, Kundu, Akash +17 · 8 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  24. Federated Low-Rank Adaptation for Foundation Models: A Survey
    2025/05/16 by Yiyuan Yang, Yang, Yiyuan, Guodong Long +9 · 5 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
  25. Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based Agents
    2024/08/05 by Md Shamsujjoha, Qinghua Lu, Shamsujjoha, Md +5 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Transportation Safety and Impact Analysis
  26. Dynamic Fusion based Federated Learning for COVID-19 Detection
    2020/09/22 by Weishan Zhang, Tao Zhou, Zhang, Weishan +15 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  27. Architectural Patterns for the Design of Federated Learning Systems
    2021/01/07 by Sin Kit Lo, Lo, Sin Kit, Qinghua Lu +9 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Cloud Data Security Solutions #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
  28. Cooperative Heterogeneous Deep Reinforcement Learning
    2020/11/02 by Han Zheng, Pengfei Wei, Zheng, Han +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  29. Evaluation-Driven Development and Operations of LLM Agents: A Process Model and Reference Architecture
    2024/11/21 by Xia, Boming, Lu, Qinghua, Zhu, Liming +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  30. Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code
    2022/08/10 by Huang, Qing, Yuan, Zhiqiang, Xing, Zhenchang +3 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  31. QB4AIRA: A Question Bank for AI Risk Assessment
    2023/05/16 by Sung Une Lee, Harsha Perera, Lee, Sung Une +13 · 1 citation
    Medicine · Social Sciences · #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI #Ethics in Clinical Research #FOS: Computer and information sciences #Software Engineering (cs.SE)
  32. Decentralised Governance-Driven Architecture for Designing Foundation Model based Systems: Exploring the Role of Blockchain in Responsible AI
    2023/08/11 by Yue Liu, Qinghua Lu, Liu, Yue +5 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
  33. Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright
    2023/10/11 by Dawen Zhang, Zhang, Dawen, Boming Xia +15 · 1 citation
    Social Sciences · Computer Science · #Privacy, Security, and Data Protection #Web Data Mining and Analysis #Advanced Malware Detection Techniques
  34. Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI Chain
    2023/09/28 by Huang, Qing, Wan, Zhenyu, Xing, Zhenchang +4 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  35. SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows
    2025/08/11 by Zhou, Jingwen, Jieshan Chen, Qinghua Lu +6 · 6 citations
    Computer Science · Business, Management and Accounting · Social Sciences · #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis #Artificial Intelligence in Law
  36. Architectural Patterns for Designing Quantum Artificial Intelligence Systems
    2024/11/14 by Mykhailo V. Klymenko, Klymenko, Mykhailo, Thong Hoang +11 · 2 citations
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Computability, Logic, AI Algorithms #D.2.11 #D.2.m #FOS: Computer and information sciences #FOS: Physical sciences #I.2.m #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Software Engineering (cs.SE)
  37. Towards Advancing Code Generation with Large Language Models: A Research Roadmap
    2025/01/20 by Jin, Haolin, Chen, Huaming, Lu, Qinghua +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  38. RAGOps: Operating and Managing Retrieval-Augmented Generation Pipelines
    2025/06/03 by Xiwei Xu, Xu, Xiwei, Hans Weytjens +9 · 2 citations
    Computer Science · #Information Retrieval and Search Behavior #Advanced Database Systems and Queries #Software Engineering Research
  39. Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment
    2024/08/02 by Lee, Sung Une, Perera, Harsha, Liu, Yue +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  40. An Extended Pattern Collection for Blockchain-based Applications
    2025/02/22 by Xu, Xiwei, Pautasso, Cesare, Lo, Sin Kuang +3 · 1 citation
    #FOS: Computer and information sciences #Software Engineering (cs.SE)