Qinghua Lu

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 · 43 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 · 15 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 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data
5. Prompt Sapper: A LLM-Empowered Production Tool for Building AI Chains
   2023/06/21 by Yu Cheng, Cheng, Yu, Jieshan Chen +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
6. Towards Self-Interpretable Graph-Level Anomaly Detection
   2023/10/25 by Yixin Liu, Liu, Yixin, Kaize Ding +9 · 8 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
7. An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead
   2023/01/13 by Boming Xia, Tingting Bi, Xia, Boming +7 · 6 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. Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future
   2023/07/05 by Boming Xia, Xia, Boming, Dawen Zhang +9 · 6 citations
   Computer Science · #Blockchain Technology Applications and Security #Cloud Data Security Solutions #FOS: Computer and information sciences #Software Engineering (cs.SE)
9. 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 · 6 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
10. On the Way to SBOMs: Investigating Design Issues and Solutions in Practice
    2024/06/27 by Tingting Bi, Boming Xia, Zhenchang Xing +2 · 6 citations
11. Toward the Cure of Privacy Policy Reading Phobia: Automated Generation of Privacy Nutrition Labels From Privacy Policies
    2023/06/19 by Shidong Pan, Pan, Shidong, Thong Hoang +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)
12. Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability
    2023/11/22 by Boming Xia, Xia, Boming, Qinghua Lu +9 · 3 citations
    Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
13. Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence
    2023/01/30 by Zejun Zhang, Zhenchang Xing, Zhang, Zejun +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
14. 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)
15. A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture
    2023/05/09 by Qinghua Lu, Lu, Qinghua, Liming Zhu +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)
16. Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model based Agents
    2023/11/22 by Qinghua Lu, Liming Zhu, Lu, Qinghua +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
17. Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile Applications
    2023/08/11 by Jieshan Chen, Chen, Jieshan, Jiamou Sun +11 · 2 citations
    Computer Science · #Web Data Mining and Analysis #Spam and Phishing Detection #Advanced Malware Detection Techniques
18. Federated Low-Rank Adaptation for Foundation Models: A Survey
    2025/05/16 by Yiyuan Yang, Guodong Long, Yang, Yiyuan +9 · 5 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
19. A Systematic Literature Review on Blockchain Governance
    2021/05/12 by Yue Liu, Liu, Yue, Qinghua Lu +7 · 1 citation
    Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Software Engineering (cs.SE)
20. 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)
21. 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)
22. Cooperative Heterogeneous Deep Reinforcement Learning
    2020/11/02 by Han Zheng, Zheng, Han, Pengfei Wei +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
23. 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
24. SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows
    2025/08/11 by Zhou, Jingwen, Jieshan Chen, Chen, Jieshan +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
25. Architectural Patterns for Designing Quantum Artificial Intelligence Systems
    2024/11/14 by Mykhailo V. Klymenko, Thong Hoang, Klymenko, Mykhailo +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)
26. RAGOps: Operating and Managing Retrieval-Augmented Generation Pipelines
    2025/06/03 by Xiwei Xu, Hans Weytjens, Xu, Xiwei +9 · 2 citations
    Computer Science · #Information Retrieval and Search Behavior #Advanced Database Systems and Queries #Software Engineering Research