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Zhu, Liming

  1. AgentOps: Enabling Observability of LLM Agents
    2024/11/08 by Liming Dong, Dong, Liming, Qinghua Lu +3 · 2 voices · 12 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  2. Everything is Context: Agentic File System Abstraction for Context Engineering
    2025/12/05 by Xu, Xiwei, Mao, Robert, Bai, Quan +3 · 4 voices · 2 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  3. Blockchains for Business Process Management - Challenges and\n Opportunities
    2017/04/11 by Jan Mendling, Ingo Weber, Mendling, Jan +61 · 6 citations
    Computer Science · #Blockchain Technology Applications and Security
  4. 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 · 8 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
  5. Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents
    2024/05/16 by Yue Liu, Liu, Yue, Sin Kit Lo +13 · 11 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)
  6. On the Way to SBOMs: Investigating Design Issues and Solutions in Practice
    2023/04/26 by Bi, Tingting, Xia, Boming, Xing, Zhenchang +2 · 8 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  7. Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence
    2023/01/30 by Zejun Zhang, Zhenchang Xing, Zhang, Zejun +9 · 1 voice · 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 #cs.SE
  8. Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future
    2023/07/05 by Boming Xia, Dawen Zhang, Xia, Boming +9 · 7 citations
    Computer Science · #Blockchain Technology Applications and Security #Cloud Data Security Solutions #FOS: Computer and information sciences #Software Engineering (cs.SE)
  9. Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
    2024/02/11 by Zhibo Hu, Hu, Zhibo, Chen Wang +7 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.3 #I.2.7 #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  10. 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 · 5 citations
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  11. Towards a Roadmap on Software Engineering for Responsible AI
    2022/03/09 by Qinghua Lu, Liming Zhu, Lu, Qinghua +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)
  12. A Systematic Literature Review on Blockchain Governance
    2021/05/12 by Yue Liu, Liu, Yue, Qinghua Lu +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)
  13. Adversarial Examples on Graph Data: Deep Insights into Attack and Defense
    2019/03/05 by Huijun Wu, Chen Wang, Wu, Huijun +9 · 4 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Generative Inverse Deep Reinforcement Learning for Online Recommendation
    2020/11/04 by Chen, Xiaocong, Yao, Lina, Sun, Aixin +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  15. Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability
    2023/11/22 by Boming Xia, Xia, Boming, Qinghua Lu +9 · 4 citations
    Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Software Engineering (cs.SE)
  16. MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation
    2020/07/07 by Manqing Dong, Dong, Manqing, Yuan Feng +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
  17. Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems
    2022/08/13 by Zhou, Guanglin, Huang, Chengkai, Chen, Xiaocong +4 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  18. Provably Unlearnable Data Examples
    2024/05/06 by Derui Wang, Minhui Xue, Wang, Derui +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Advanced Malware Detection Techniques
  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, 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)
  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, 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
  23. Federated Low-Rank Adaptation for Foundation Models: A Survey
    2025/05/16 by Yiyuan Yang, Yang, Yiyuan, Guodong Long +9 · 6 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
  24. An Empirical Study of Architecting for Continuous Delivery and Deployment
    2018/08/27 by Mojtaba Shahin, Mansooreh Zahedi, Shahin, Mojtaba +5 · 1 citation
    Computer Science · #Software Engineering Techniques and Practices #Software System Performance and Reliability #Advanced Software Engineering Methodologies
  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. Architectural Patterns for the Design of Federated Learning Systems
    2021/01/07 by Sin Kit Lo, Qinghua Lu, Lo, Sin Kit +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)
  27. Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization
    2021/01/05 by Sun, Jiamou, Xing, Zhenchang, Guo, Hao +4 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  28. Patterns for Blockchain-Based Payment Applications
    2021/02/19 by Qinghua Lu, Xiwei Xu, Lu, Qinghua +7 · 1 citation
    Computer Science · Business, Management and Accounting · #Blockchain Technology Applications and Security #Digital Platforms and Economics #Peer-to-Peer Network Technologies
  29. Privacy Bills of Materials: A Transparent Privacy Information Inventory for Collaborative Privacy Notice Generation in Mobile App Development
    2025/01/02 by Zhen Tao, Tao, Zhen, Shidong Pan +12 · 5 citations
    Social Sciences · #Privacy, Security, and Data Protection
  30. LLM-based HSE Compliance Assessment: Benchmark, Performance, and Advancements
    2025/05/29 by Wang, Jianwei, Wang, Mengqi, Zhou, Yinsi +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. 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)
  32. Making Python Code Idiomatic by Automatic Refactoring Non-Idiomatic Python Code with Pythonic Idioms
    2022/07/12 by Zejun Zhang, Zhenchang Xing, Zhang, Zejun +7 · 1 citation
    Computer Science · #Software Engineering Research #Computational Physics and Python Applications #Software Testing and Debugging Techniques
  33. Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code
    2022/08/10 by Qing Huang, Zhiqiang Yuan, Huang, Qing +9 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Web Data Mining and Analysis
  34. 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)
  35. Towards Advancing Code Generation with Large Language Models: A Research Roadmap
    2025/01/20 by Jin, Haolin, Chen, Huaming, Lu, Qinghua +1 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  36. Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
    2023/09/14 by Zhuo, Terry Yue, Du, Xiaoning, Xing, Zhenchang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  37. Local Differential Privacy for Smart Meter Data Sharing
    2023/11/08 by Yashothara Shanmugarasa, M.A.P. Chamikara, Shanmugarasa, Yashothara +7 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data #Software Engineering (cs.SE) #Vehicular Ad Hoc Networks (VANETs)
  38. 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)
  39. Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright
    2023/10/11 by Dawen Zhang, Boming Xia, Zhang, Dawen +15 · 1 citation
    Social Sciences · Computer Science · #Privacy, Security, and Data Protection #Web Data Mining and Analysis #Advanced Malware Detection Techniques
  40. DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents
    2025/03/31 by Yang, Shiyi, Hu, Zhibo, Li, Xinshu +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multiagent Systems (cs.MA) #Topic Modeling
  41. HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization
    2024/01/18 by Guanglin Zhou, Zhongyi Han, Zhou, Guanglin +13 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  42. SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows
    2025/08/11 by Jieshan Chen, Zhou, Jingwen, 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
  43. 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)
  44. SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics
    2023/04/27 by Dehai Zhao, Zhenchang Xing, Zhao, Dehai +9 · 1 citation
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Online Learning and Analytics #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
  45. 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
  46. Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment
    2024/08/02 by Sung Une Lee, Lee, Sung Une, Harsha Perera +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  47. Ambiguity in LLMs is a concept missing problem
    2025/05/16 by Hu, Zhibo, Wang, Chen, Shu, Yanfeng +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
  48. 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)
  49. MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning
    2025/10/15 by Tan, Xingyu, Wang, Xiaoyang, Liu, Qing +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization
    2025/01/29 by Derui Wang, Kristen Moore, Wang, Derui +19 · 1 citation
    Computer Science · Engineering · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  51. International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
    2025/10/15 by Yoshua Bengio, Stephen Clare, Bengio, Yoshua +134 · 1 citation
    Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  52. HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning
    2025/05/23 by Xingyu Tan, Tan, Xingyu, Xiaoyang Wang +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  53. Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning
    2024/05/20 by Guanglin Zhou, Zhongyi Han, Zhou, Guanglin +13 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)