Liming Zhu

403 papers A* 38A 31B 23C 7Misc 8Journal 193Unranked 96
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgentArcEval: An architecture evaluation method for foundation model based agents.
J. Syst. Softw.
Qinghua Lu, Dehai Zhao, Yue Liu, Hao Zhang, Liming Zhu, Xiwei Xu, Angela Shi, Tristan Tan, Rick Kazman
2026 A* conf
Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach.
AAAI
Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
2026 J jnl
Clawed and Dangerous: Can We Trust Open Agentic Systems?
CoRR
Shiping Chen, Qin Wang, Guangsheng Yu, Xu Wang, Liming Zhu
2026 J jnl
Constructing Safety Cases for AI Systems: A Reusable Template Framework.
CoRR
Sung Une Lee, Liming Zhu, Md. Shamsujjoha, Liming Dong, Qinghua Lu, Jieshan Chen
2026 J jnl
DeMark: A Query-Free Black-Box Attack on Deepfake Watermarking Defenses.
CoRR
Wei Song, Zhenchang Xing, Liming Zhu, Yulei Sui, Jingling Xue
2026 A* conf
DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents.
WWW
Shiyi Yang, Zhibo Hu, Xinshu Li, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao
2026 J jnl
From Small to Large: In-Context Learning as a New Paradigm for Domain Generalization.
Int. J. Comput. Vis.
Guanglin Zhou, Zhongyi Han, Shaoan Xie, Shiming Chen, Biwei Huang, Liming Zhu, Xinbo Gao, Lina Yao, Salman H. Khan
2026 A* conf
MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning.
WWW
Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang
2026 J jnl
Metaphors are a Source of Cross-Domain Misalignment of Large Reasoning Models.
CoRR
Zhibo Hu, Chen Wang, Yanfeng Shu, Hye-Young Paik, Liming Zhu
2026 J jnl
PrivGemo: Privacy-Preserving Dual-Tower Graph Retrieval for Empowering LLM Reasoning with Memory Augmentation.
CoRR
Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang
2026 J jnl
Responsible AI Question Bank for Risk Assessment.
ACM Comput. Surv.
Sung Une Lee, Harsha Perera, Yue Liu, Boming Xia, Qinghua Lu, Liming Zhu, Olivier Salvado, Jon Whittle
2026 J jnl
Spectre: Automated Aliasing Specification Generation for Library APIs with Fuzzing.
ACM Trans. Softw. Eng. Methodol.
Shuangxiang Kan, Yuekang Li, Weigang He, Zhenchang Xing, Liming Zhu, Yulei Sui
2026 J jnl
Still Manual? Automated Linter Configuration via DSL-Based LLM Compilation of Coding Standards.
CoRR
Zejun Zhang, Yixin Gan, Zhenchang Xing, Tian Zhang, Yi Li, Xiwei Xu, Qinghua Lu, Liming Zhu
2025 J jnl
A Qualitative Study of User Perception of M365 AI Copilot.
CoRR
Muneera Bano, Didar Zowghi, Jon Whittle, Liming Zhu, Andrew Reeson, Rob Martin, Jen Parsons
2025 J jnl
Agent design pattern catalogue: A collection of architectural patterns for foundation model based agents.
J. Syst. Softw.
Yue Liu, Sin Kit Lo, Qinghua Lu, Liming Zhu, Dehai Zhao, Xiwei Xu, Stefan Harrer, Jon Whittle
2025 J jnl
AgentArcEval: An Architecture Evaluation Method for Foundation Model based Agents.
CoRR
Qinghua Lu, Dehai Zhao, Yue Liu, Hao Zhang, Liming Zhu, Xiwei Xu, Angela Shi, Tristan Tan, Rick Kazman
2025 J jnl
Ambiguity Resolution in Text-to-Structured Data Mapping.
CoRR
Zhibo Hu, Chen Wang, Yanfeng Shu, Hye-Young Paik, Liming Zhu
2025 J jnl
An Extended Pattern Collection for Blockchain-Based Applications.
Trans. Pattern Lang. Program.
Xiwei Xu, Cesare Pautasso, Sin Kuang Lo, Liming Zhu, Qinghua Lu, Ingo Weber
2025 J jnl
An Extended Pattern Collection for Blockchain-based Applications.
CoRR
Xiwei Xu, Cesare Pautasso, Sin Kuang Lo, Liming Zhu, Qinghua Lu, Ingo Weber
2025 J jnl
Architectural patterns for designing quantum artificial intelligence systems.
J. Syst. Softw.
Mykhailo V. Klymenko, Thong Hoang, Xiwei Xu, Zhenchang Xing, Muhammad Usman, Qinghua Lu, Liming Zhu
2025 J jnl
Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead.
Proc. ACM Softw. Eng.
Yanqi Su, Zhenchang Xing, Chong Wang, Chunyang Chen, Xiwei Xu, Qinghua Lu, Liming Zhu
2025 J jnl
Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach.
CoRR
Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
2025 J jnl
Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges.
ACM Comput. Surv.
Linh T. Nguyen, Lam Duc Nguyen, Thong Hoang, Herath Mudiyanselage Nelanga Dilum Bandara, Qin Wang, Qinghua Lu, Xiwei Xu, Liming Zhu, Shiping Chen
2025 A* conf
CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization.
USENIX Security Symposium
Derui Wang, Kristen Moore, Diksha Goel, Minjune Kim, Gang Li, Yang Li, Robin Doss, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu
2025 J jnl
CAMP in the Odyssey: Provably Robust Reinforcement Learning with Certified Radius Maximization.
CoRR
Derui Wang, Kristen Moore, Diksha Goel, Minjune Kim, Gang Li, Yang Li, Robin Doss, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu
2025 J jnl
DOCUEVAL: An LLM-based AI Engineering Tool for Building Customisable Document Evaluation Workflows.
CoRR
Hao Zhang, Qinghua Lu, Liming Zhu
2025 — conf
Design Process for Retrieval Augmented Generation Systems.
ICSA Companion
Xiwei Xu, Dawen Zhang, Wenjie Zhang, Qinghua Lu, Liming Zhu
2025 A* conf
DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.
ICSE
Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu
2025 B conf
Designing for Meaningful Oversight: Human and Organisational Agency in Multimodal AI Systems.
ICMI
Liming Zhu
2025 J jnl
Ensembling LLM-Induced Decision Trees for Explainable and Robust Error Detection.
CoRR
Mengqi Wang, Jianwei Wang, Qing Liu, Xiwei Xu, Zhenchang Xing, Liming Zhu, Wenjie Zhang
2025 A* conf
Federated Low-Rank Adaptation for Foundation Models: A Survey.
IJCAI
Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang, Chengqi Zhang
2025 J jnl
Federated Low-Rank Adaptation for Foundation Models: A Survey.
CoRR
Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang, Chengqi Zhang
2025 J jnl
Get the Agents Drunk: Memory Perturbations in Autonomous Agent-based Recommender Systems.
CoRR
Shiyi Yang, Zhibo Hu, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao
2025 — conf
Guardrail Guided Policy Optimisation: Learning Disentangled Safety Constraints.
AI (2)
Jaymari Chua, Chen Wang, Liming Zhu, Lina Yao
2025 J jnl
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization.
IEEE Trans. Multim.
Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang
2025 J jnl
Hydra: Structured Cross-Source Enhanced Large Language Model Reasoning.
CoRR
Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang
2025 A* conf
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning.
EMNLP
Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang
2025 J jnl
Integrating ESG and AI: a comprehensive responsible AI assessment framework.
AI Ethics
Sung Une Lee, Harsha Perera, Yue Liu, Boming Xia, Qinghua Lu, Liming Zhu, Jessica Cairns, Moana Nottage
2025 J jnl
LLM-based HSE Compliance Assessment: Benchmark, Performance, and Advancements.
CoRR
Jianwei Wang, Meng Wang, Yinsi Zhou, Zhenchang Xing, Qing Liu, Xiwei Xu, Wenjie Zhang, Liming Zhu
2025 J jnl
MARIA: A Framework for Marginal Risk Assessment without Ground Truth in AI Systems.
CoRR
Jieshan Chen, Suyu Ma, Qinghua Lu, Sung Une Lee, Liming Zhu
2025 A* conf
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs.
EMNLP
Yiheng Hu, Xiaoyang Wang, Qing Liu, Xiwei Xu, Qian Fu, Wenjie Zhang, Liming Zhu
2025 J jnl
MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs.
CoRR
Yiheng Hu, Xiaoyang Wang, Qing Liu, Xiwei Xu, Qian Fu, Wenjie Zhang, Liming Zhu
2025 J jnl
Privacy Bills of Materials (PriBOM): A Transparent Privacy Information Inventory for Collaborative Privacy Notice Generation in Mobile App Development.
Proc. Priv. Enhancing Technol.
Zhen Tao, Shidong Pan, Zhenchang Xing, Xiaoyu Sun, Omar Haggag, John C. Grundy, Jingjie Li, Liming Zhu
2025 J jnl
Privacy Bills of Materials: A Transparent Privacy Information Inventory for Collaborative Privacy Notice Generation in Mobile App Development.
CoRR
Zhen Tao, Shidong Pan, Zhenchang Xing, Xiaoyu Sun, Omar Haggag, John C. Grundy, Ze Shi Li, Jingjie Li, Liming Zhu
2025 A* conf
Provably Unlearnable Data Examples.
NDSS
Derui Wang, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu
2025 J jnl
QB4AIRA: A Question Bank for Responsible AI Risk Assessment.
IEEE Softw.
Sung Une Lee, Harsha Perera, Boming Xia, Yue Liu, Qinghua Lu, Liming Zhu, Olivier Salvado, Jon Whittle
2025 J jnl
RAGOps: Operating and Managing Retrieval-Augmented Generation Pipelines.
CoRR
Xiwei Xu, Hans Weytjens, Dawen Zhang, Qinghua Lu, Ingo Weber, Liming Zhu
2025 J jnl
SHIELDA: Structured Handling of Exceptions in LLM-Driven Agentic Workflows.
CoRR
Jingwen Zhou, Jieshan Chen, Qinghua Lu, Dehai Zhao, Liming Zhu
2025 A* conf
SeeAction: Towards Reverse Engineering How-What-Where of HCI Actions from Screencasts for UI Automation.
ICSE
Dehai Zhao, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu
2025 J jnl
SeeAction: Towards Reverse Engineering How-What-Where of HCI Actions from Screencasts for UI Automation.
CoRR
Dehai Zhao, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu
2025 A conf
Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based Agents.
ICSA
Md. Shamsujjoha, Qinghua Lu, Dehai Zhao, Liming Zhu
2025 J jnl
Towards Advancing Code Generation with Large Language Models: A Research Roadmap.
CoRR
Haolin Jin, Huaming Chen, Qinghua Lu, Liming Zhu
2025 A conf
ViDToken: A Video-Transformer-Based Latent Token Defense for Adversarial Video Detection.
RAID
Wei Song, Yulei Sui, Zhenchang Xing, Liming Zhu, Jingling Xue
2024 — conf
A Pilot Study in Surveying Data Challenges of Automatic Software Engineering Tasks.
SEA4DQ@SIGSOFT FSE
Liming Dong, Qinghua Lu, Liming Zhu
2024 J jnl
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model.
CoRR
Jingwen Zhou, Qinghua Lu, Jieshan Chen, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer
2024 B conf
A Taxonomy of Foundation Model based Systems through the Lens of Software Architecture.
CAIN
Qinghua Lu, Liming Zhu, Xiwei Xu, Yue Liu, Zhenchang Xing, Jon Whittle
2024 J jnl
Achieving Responsible AI through ESG: Insights and Recommendations from Industry Engagement.
CoRR
Harsha Perera, Sung Une Lee, Yue Liu, Boming Xia, Qinghua Lu, Liming Zhu, Jessica Cairns, Moana Nottage
2024 J jnl
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning.
CoRR
Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Salman Khan, Xinbo Gao, Lina Yao
2024 J jnl
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents.
CoRR
Yue Liu, Sin Kit Lo, Qinghua Lu, Liming Zhu, Dehai Zhao, Xiwei Xu, Stefan Harrer, Jon Whittle
2024 J jnl
AgentOps: Enabling Observability of LLM Agents.
CoRR
Liming Dong, Qinghua Lu, Liming Zhu
2024 — conf
An AI System Evaluation Framework for Advancing AI Safety: Terminology, Taxonomy, Lifecycle Mapping.
AIware
Boming Xia, Qinghua Lu, Liming Zhu, Zhenchang Xing
2024 J jnl
An Evaluation-Driven Approach to Designing LLM Agents: Process and Architecture.
CoRR
Boming Xia, Qinghua Lu, Liming Zhu, Zhenchang Xing, Dehai Zhao, Hao Zhang
2024 J jnl
Architectural Patterns for Designing Quantum Artificial Intelligence Systems.
CoRR
Mykhailo V. Klymenko, Thong Hoang, Xiwei Xu, Zhenchang Xing, Muhammad Usman, Qinghua Lu, Liming Zhu
2024 J jnl
Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection Methods.
ACM Trans. Softw. Eng. Methodol.
Jiamou Sun, Zhenchang Xing, Xin Xia, Qinghua Lu, Xiwei Xu, Liming Zhu
2024 A conf
Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial Styles.
CIKM
Shiyi Yang, Chen Wang, Xiwei Xu, Liming Zhu, Lina Yao
2024 J jnl
Automated Refactoring of Non-Idiomatic Python Code With Pythonic Idioms.
IEEE Trans. Software Eng.
Zejun Zhang, Zhenchang Xing, Dehai Zhao, Xiwei Xu, Liming Zhu, Qinghua Lu
2024 J jnl
Automated Soap Opera Testing Directed by LLMs and Scenario Knowledge: Feasibility, Challenges, and Road Ahead.
CoRR
Yanqi Su, Zhenchang Xing, Chong Wang, Chunyang Chen, Xiwei Xu, Qinghua Lu, Liming Zhu
2024 J jnl
Decentralized Governance-Driven Architecture for Designing Foundation-Model-Based Systems: Exploring the Role of Blockchain in Responsible AI.
IEEE Softw.
Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik
2024 J jnl
DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models.
CoRR
Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu
2024 J jnl
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization.
CoRR
Guanglin Zhou, Zhongyi Han, Shiming Chen, Biwei Huang, Liming Zhu, Tongliang Liu, Lina Yao, Kun Zhang
2024 A* conf
Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent Code.
ICSE
Zejun Zhang, Zhenchang Xing, Dehai Zhao, Qinghua Lu, Xiwei Xu, Liming Zhu
2024 J jnl
Integrating ESG and AI: A Comprehensive Responsible AI Assessment Framework.
CoRR
Sung Une Lee, Harsha Perera, Yue Liu, Boming Xia, Qinghua Lu, Liming Zhu, Jessica Cairns, Moana Nottage
2024 J jnl
Learning Interpretable Scheduling Algorithms for Data Processing Clusters.
CoRR
Zhibo Hu, Chen Wang, Helen Paik, Yanfeng Shu, Liming Zhu
2024 — conf
Local Differential Privacy for Smart Meter Data Sharing with Energy Disaggregation.
DCOSS-IoT
Yashothara Shanmugarasa, M. A. P. Chamikara, Hye-Young Paik, Salil S. Kanhere, Liming Zhu
2024 J jnl
On the Way to SBOMs: Investigating Design Issues and Solutions in Practice.
ACM Trans. Softw. Eng. Methodol.
Tingting Bi, Boming Xia, Zhenchang Xing, Qinghua Lu, Liming Zhu
2024 B conf
Privacy and Copyright Protection in Generative AI: A Lifecycle Perspective.
CAIN
Dawen Zhang, Boming Xia, Yue Liu, Xiwei Xu, Thong Hoang, Zhenchang Xing, Mark Staples, Qinghua Lu, Liming Zhu
2024 A* conf
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models.
KDD
Zhibo Hu, Chen Wang, Yanfeng Shu, Hye-Young Paik, Liming Zhu
2024 J jnl
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models.
CoRR
Zhibo Hu, Chen Wang, Yanfeng Shu, Helen Paik, Liming Zhu
2024 J jnl
Provably Unlearnable Examples.
CoRR
Derui Wang, Minhui Xue, Bo Li, Seyit Camtepe, Liming Zhu
2024 J jnl
Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and Engineering.
ACM Comput. Surv.
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Didar Zowghi, Aurelie Jacquet
2024 J jnl
Responsible AI Question Bank: A Comprehensive Tool for AI Risk Assessment.
CoRR
Sung Une Lee, Harsha Perera, Yue Liu, Boming Xia, Qinghua Lu, Liming Zhu
2024 J jnl
Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems.
CoRR
Shiyi Yang, Lina Yao, Chen Wang, Xiwei Xu, Liming Zhu
2024 J jnl
Survey Insights on M365 Copilot Adoption.
CoRR
Muneera Bano, Didar Zowghi, Jon Whittle, Liming Zhu, Andrew Reeson, Rob Martin, Jen Parsons
2024 J jnl
To be forgotten or to be fair: unveiling fairness implications of machine unlearning methods.
AI Ethics
Dawen Zhang, Shidong Pan, Thong Hoang, Zhenchang Xing, Mark Staples, Xiwei Xu, Lina Yao, Qinghua Lu, Liming Zhu
2024 J jnl
Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based Systems.
IEEE Softw.
Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Jon Whittle
2024 J jnl
Towards AI Safety: A Taxonomy for AI System Evaluation.
CoRR
Boming Xia, Qinghua Lu, Liming Zhu, Zhenchang Xing
2024 J jnl
Towards AI-Safety-by-Design: A Taxonomy of Runtime Guardrails in Foundation Model based Systems.
CoRR
Md. Shamsujjoha, Qinghua Lu, Dehai Zhao, Liming Zhu
2024 — conf
Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model Based Agents.
ICSA-C
Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer, Jon Whittle
2024 B conf
Towards a Responsible AI Metrics Catalogue: A Collection of Metrics for AI Accountability.
CAIN
Boming Xia, Qinghua Lu, Liming Zhu, Sung Une Lee, Yue Liu, Zhenchang Xing
2024 — conf
Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future.
EnCyCriS/SVM
Boming Xia, Dawen Zhang, Yue Liu, Qinghua Lu, Zhenchang Xing, Liming Zhu
2024 A* conf
Where is it? Tracing the Vulnerability-relevant Files from Vulnerability Reports.
ICSE
Jiamou Sun, Jieshan Chen, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu
2023 J jnl
A Framework for Designing Foundation Model based Systems.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Jon Whittle
2023 — conf
A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge Graph.
ICSE Companion
Jiamou Sun, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu
2023 A conf
A Pattern-Oriented Reference Architecture for Governance-Driven Blockchain Systems.
ICSA
Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Liming Zhu
2023 A conf
A Selection Model of Privacy Patterns.
ICSA
Su Yen Chia, Xiwei Xu, Ming Ding, David B. Smith, Hye-Young Paik, Liming Zhu
2023 J jnl
A Survey on AI Risk Assessment Frameworks.
CoRR
Boming Xia, Qinghua Lu, Harsha Perera, Liming Zhu, Zhenchang Xing, Yue Liu, Jon Whittle
2023 J jnl
A systematic literature review on blockchain governance.
J. Syst. Softw.
Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik, Mark Staples
2023 J jnl
A systematic review of federated learning from clients' perspective: challenges and solutions.
Artif. Intell. Rev.
Yashothara Shanmugarasa, Hye-Young Paik, Salil S. Kanhere, Liming Zhu
2023 J jnl
Adaptive Resource Scheduling in Permissionless Sharded-Blockchains: A Decentralized Multiagent Deep Reinforcement Learning Approach.
IEEE Trans. Syst. Man Cybern. Syst.
Guangsheng Yu, Xu Wang, Wei Ni, Qinghua Lu, Xiwei Xu, Ren Ping Liu, Liming Zhu
2023 J jnl
Adversarial dual autoencoders for trust-aware recommendation.
Neural Comput. Appl.
Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu
2023 A* conf
An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead.
ICSE
Boming Xia, Tingting Bi, Zhenchang Xing, Qinghua Lu, Liming Zhu
2023 J jnl
An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead.
CoRR
Boming Xia, Tingting Bi, Zhenchang Xing, Qinghua Lu, Liming Zhu
2023 J jnl
Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and Challenges.
CoRR
Linh T. Nguyen, Lam Duc Nguyen, Thong Hoang, H. M. N. Dilum Bandara, Qin Wang, Qinghua Lu, Xiwei Xu, Liming Zhu, Petar Popovski, Shiping Chen
2023 J jnl
Building the Future of Responsible AI: A Reference Architecture for Designing Large Language Model based Agents.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Stefan Harrer, Jon Whittle
2023 A conf
Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems.
CIKM
Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Xiwei Xu, Chen Wang, Liming Zhu, Lina Yao
2023 J jnl
Decentralised Governance for Foundation Model based AI Systems: Exploring the Role of Blockchain in Responsible AI.
CoRR
Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik
2023 — conf
Decision Models for Selecting Patterns in Governance-driven Blockchain Systems.
Blockchain
Yue Liu, Qinghua Lu, Hye-Young Paik, Guangsheng Yu, Liming Zhu
2023 J jnl
Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible Artificial Intelligence Engineering Approach.
IEEE Intell. Syst.
Qinghua Lu, Yuxiu Luo, Liming Zhu, MingJian Tang, Xiwei Xu, Jon Whittle
2023 J jnl
Distributed Trust Through the Lens of Software Architecture.
CoRR
Sin Kit Lo, Yue Liu, Guangsheng Yu, Qinghua Lu, Xiwei Xu, Liming Zhu
2023 A* conf
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence.
ICSE
Zejun Zhang, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Qinghua Lu
2023 J jnl
Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical Evidence.
CoRR
Zejun Zhang, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Qinghua Lu
2023 J jnl
From Principles to Practice: An Accountability Metrics Catalogue for Managing AI Risks.
CoRR
Boming Xia, Qinghua Lu, Liming Zhu, Sung Une Lee, Yue Liu, Zhenchang Xing
2023 J jnl
Local Differential Privacy for Smart Meter Data Sharing.
CoRR
Yashothara Shanmugarasa, Mahawaga Arachchige Pathum Chamikara, Hye-Young Paik, Salil S. Kanhere, Liming Zhu
2023 B conf
Meta-learning for Estimating Multiple Treatment Effects with Imbalance.
WISE
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2023 J jnl
Navigating Privacy and Copyright Challenges Across the Data Lifecycle of Generative AI.
CoRR
Dawen Zhang, Boming Xia, Yue Liu, Xiwei Xu, Thong Hoang, Zhenchang Xing, Mark Staples, Qinghua Lu, Liming Zhu
2023 J jnl
On the Opportunity of Causal Deep Generative Models: A Survey and Future Directions.
CoRR
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu, Kun Zhang
2023 J jnl
On the Way to SBOMs: Investigating Design Issues and Solutions in Practice.
CoRR
Tingting Bi, Boming Xia, Zhenchang Xing, Qinghua Lu, Liming Zhu
2023 J jnl
Operationalising Responsible AI Using a Pattern-Oriented Approach: A Case Study on Chatbots in Financial Services.
CoRR
Qinghua Lu, Yuxiu Luo, Liming Zhu, MingJian Tang, Xiwei Xu, Jon Whittle
2023 J jnl
Operationalizing Responsible AI at Scale: CSIRO Data61's Pattern-Oriented Responsible AI Engineering Approach.
Commun. ACM
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Didar Zowghi, Aurelie Jacquet
2023 J jnl
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
CoRR
Terry Yue Zhuo, Xiaoning Du, Zhenchang Xing, Jiamou Sun, Haowei Quan, Li Li, Liming Zhu
2023 J jnl
Prompt Sapper: LLM-Empowered Software Engineering Infrastructure for AI-Native Services.
CoRR
Zhenchang Xing, Qing Huang, Yu Cheng, Liming Zhu, Qinghua Lu, Xiwei Xu
2023 J jnl
QB4AIRA: A Question Bank for AI Risk Assessment.
CoRR
Sung Une Lee, Harsha Perera, Boming Xia, Yue Liu, Qinghua Lu, Liming Zhu, Olivier Salvado, Jon Whittle
2023 J jnl
Quantum Software Analytics: Opportunities and Challenges.
CoRR
Thong Hoang, Hoa Khanh Dam, Tingting Bi, Qinghua Lu, Zhenchang Xing, Liming Zhu, Lam Duc Nguyen, Shiping Chen
2023 — conf
RIdiom: Automatically Refactoring Non-Idiomatic Python Code with Pythonic Idioms.
ICSE Companion
Zejun Zhang, Zhenchang Xing, Xiwei Xu, Liming Zhu
2023 J jnl
Responsible-AI-by-Design: A Pattern Collection for Designing Responsible Artificial Intelligence Systems.
IEEE Softw.
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle
2023 A* conf
Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender Systems.
ICDM
Shiyi Yang, Lina Yao, Chen Wang, Xiwei Xu, Liming Zhu
2023 A* conf
SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics.
ICSE
Dehai Zhao, Zhenchang Xing, Xin Xia, Deheng Ye, Xiwei Xu, Liming Zhu
2023 J jnl
SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video Analytics.
CoRR
Dehai Zhao, Zhenchang Xing, Xin Xia, Deheng Ye, Xiwei Xu, Liming Zhu
2023 A* conf
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation.
ICSE
Jiamou Sun, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu, Thong Hoang, Dehai Zhao
2023 J jnl
Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect Explanation.
CoRR
Jiamou Sun, Zhenchang Xing, Qinghua Lu, Xiwei Xu, Liming Zhu, Thong Hoang, Dehai Zhao
2023 — conf
SoapOperaTG: A Tool for System Knowledge Graph Based Soap Opera Test Generation.
ICSE Companion
Yanqi Su, Zheming Han, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu
2023 J jnl
Software Architecture and Machine Learning (Dagstuhl Seminar 23302).
Dagstuhl Reports
Grace A. Lewis, Henry Muccini, Ipek Ozkaya, Karthik Vaidhyanathan, Roland Weiss, Liming Zhu
2023 A* conf
Software Engineering as the Linchpin of Responsible AI.
ICSE
Liming Zhu
2023 J jnl
Software Engineering for Responsible AI.
Computer
Qinghua Lu, Liming Zhu, Jon Whittle, James Bret Michael
2023 J jnl
Tag Your Fish in the Broken Net: A Responsible Web Framework for Protecting Online Privacy and Copyright.
CoRR
Dawen Zhang, Boming Xia, Yue Liu, Xiwei Xu, Thong Hoang, Zhenchang Xing, Mark Staples, Qinghua Lu, Liming Zhu
2023 J jnl
To Be Forgotten or To Be Fair: Unveiling Fairness Implications of Machine Unlearning Methods.
CoRR
Dawen Zhang, Shidong Pan, Thong Hoang, Zhenchang Xing, Mark Staples, Xiwei Xu, Lina Yao, Qinghua Lu, Liming Zhu
2023 J jnl
Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems.
IEEE Internet Things J.
Sin Kit Lo, Yue Liu, Qinghua Lu, Chen Wang, Xiwei Xu, Hye-Young Paik, Liming Zhu
2023 B conf
Towards Concrete and Connected AI Risk Assessment (C
CAIN
Boming Xia, Qinghua Lu, Harsha Perera, Liming Zhu, Zhenchang Xing, Yue Liu, Jon Whittle
2023 J jnl
Towards Responsible AI in the Era of ChatGPT: A Reference Architecture for Designing Foundation Model-based AI Systems.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Zhenchang Xing, Jon Whittle
2023 J jnl
Trust in Software Supply Chains: Blockchain-Enabled SBOM and the AIBOM Future.
CoRR
Boming Xia, Dawen Zhang, Yue Liu, Qinghua Lu, Zhenchang Xing, Liming Zhu
2022 J jnl
A Decision Model for Federated Learning Architecture Pattern Selection.
CoRR
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu
2022 J jnl
A Pattern Collection for Blockchain Governance.
CoRR
Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Harsha Perera, Liming Zhu
2022 Misc conf
A Pattern Language for Blockchain Governance.
EuroPLoP
Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Harsha Perera, Liming Zhu
2022 J jnl
A Systematic Literature Review on Federated Machine Learning: From a Software Engineering Perspective.
ACM Comput. Surv.
Sin Kit Lo, Qinghua Lu, Chen Wang, Hye-Young Paik, Liming Zhu
2022 J jnl
A survey for trust-aware recommender systems: A deep learning perspective.
Knowl. Based Syst.
Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu
2022 — conf
Analysis of Privacy Patterns from An Architectural Perspective.
ICSA Companion
Su Yen Chia, Xiwei Xu, Hye-Young Paik, Liming Zhu
2022 J jnl
Architectural patterns for the design of federated learning systems.
J. Syst. Softw.
Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-Young Paik, Xiwei Xu, Chen Wang
2022 J jnl
Attn-HybridNet: Improving Discriminability of Hybrid Features With Attention Fusion.
IEEE Trans. Cybern.
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
2022 J jnl
Automated Privacy Preferences for Smart Home Data Sharing Using Personal Data Stores.
IEEE Secur. Priv.
Yashothara Shanmugarasa, Hye-Young Paik, Salil S. Kanhere, Liming Zhu
2022 J jnl
BGRA: A Reference Architecture for Blockchain Governance.
CoRR
Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Liming Zhu
2022 J jnl
Can Software Engineering Harness the Benefits of Advanced AI?
IEEE Softw.
Mary Shaw, Liming Zhu
2022 A* conf
Constructing a System Knowledge Graph of User Tasks and Failures from Bug Reports to Support Soap Opera Testing.
ASE
Yanqi Su, Zheming Han, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Qinghua Lu
2022 A conf
Cycle-Balanced Representation Learning For Counterfactual Inference.
SDM
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2022 J jnl
Defining blockchain governance principles: A comprehensive framework.
Inf. Syst.
Yue Liu, Qinghua Lu, Guangsheng Yu, Hye-Young Paik, Liming Zhu
2022 — conf
Dependency Tracking for Risk Mitigation in Machine Learning (ML) Systems.
ICSE (SEIP)
Xiwei Xu, Chen Wang, Zhen Wang, Qinghua Lu, Liming Zhu
2022 — conf
EvAnGCN: Evolving Graph Deep Neural Network Based Anomaly Detection in Blockchain.
ADMA (1)
Vatsal Patel, Sutharshan Rajasegarar, Lei Pan, Jiajun Liu, Liming Zhu
2022 A conf
Heterogeneous Vulnerability Report Traceability Recovery by Vulnerability Aspect Matching.
ICSME
Jiamou Sun, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu
2022 J jnl
Interventional Recommendation with Contrastive Counterfactual Learning for Better Understanding User Preferences.
CoRR
Guanglin Zhou, Chengkai Huang, Xiaocong Chen, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2022 J jnl
Learning to Infer Counterfactuals: Meta-Learning for Estimating Multiple Imbalanced Treatment Effects.
CoRR
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2022 J jnl
Making Python Code Idiomatic by Automatic Refactoring Non-Idiomatic Python Code with Pythonic Idioms.
CoRR
Zejun Zhang, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu
2022 — conf
Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idioms.
ESEC/SIGSOFT FSE
Zejun Zhang, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu
2022 — ed.
Proceedings of the 1st Workshop on Software Engineering for Responsible AI, SE4RAI 2022, Pittsburgh, Pennsylvania, 19 May 2022
SE4RAI@ICSE
Qinghua Lu, Xiwei Xu, Liming Zhu, John Grundy
2022 A* conf
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code.
ASE
Qing Huang, Zhiqiang Yuan, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu
2022 J jnl
Prompt-tuned Code Language Model as a Neural Knowledge Base for Type Inference in Statically-Typed Partial Code.
CoRR
Qing Huang, Zhiqiang Yuan, Zhenchang Xing, Xiwei Xu, Liming Zhu, Qinghua Lu
2022 J jnl
Psychologically-Inspired, Unsupervised Inference of Perceptual Groups of GUI Widgets from GUI Images.
CoRR
Mulong Xie, Zhenchang Xing, Sidong Feng, Chunyang Chen, Liming Zhu, Xiwei Xu
2022 — conf
Psychologically-inspired, unsupervised inference of perceptual groups of GUI widgets from GUI images.
ESEC/SIGSOFT FSE
Mulong Xie, Zhenchang Xing, Sidong Feng, Xiwei Xu, Liming Zhu, Chunyang Chen
2022 J jnl
Responsible AI Pattern Catalogue: A Multivocal Literature Review.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Didar Zowghi, Aurelie Jacquet
2022 J jnl
Responsible-AI-by-Design: a Pattern Collection for Designing Responsible AI Systems.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle
2022 — conf
Software engineering for Responsible AI: An empirical study and operationalised patterns.
ICSE (SEIP)
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, David Douglas, Conrad Sanderson
2022 B conf
Towards Implementing Responsible AI.
IEEE Big Data
Conrad Sanderson, Qinghua Lu, David Douglas, Xiwei Xu, Liming Zhu, Jon Whittle
2022 J jnl
Towards Operationalising Responsible AI: An Empirical Study.
CoRR
Conrad Sanderson, Qinghua Lu, David Douglas, Xiwei Xu, Liming Zhu, Jon Whittle
2022 J jnl
Towards a Roadmap on Software Engineering for Responsible AI.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Zhenchang Xing
2022 — conf
Towards a Taxonomy of Approaches to Modern Complex Systems.
SoSE
Pin Chen, Chee Peng Lim, Alex Gorod, Liming Zhu
2022 B conf
Towards a roadmap on software engineering for responsible AI.
CAIN
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, Zhenchang Xing
2021 Misc conf
A Blockchain-Enabled Federated Learning Model for Privacy Preservation: System Design.
ACISP
Minfeng Qi, Ziyuan Wang, Fan Wu, Rob Hanson, Shiping Chen, Yang Xiang, Liming Zhu
2021 A conf
A Decision Model for Choosing Patterns in Blockchain-Based Applications.
ICSA
Xiwei Xu, H. M. N. Dilum Bandara, Qinghua Lu, Ingo Weber, Len Bass, Liming Zhu
2021 — conf
A Process Adaptation Framework for Blockchain-Based Supply Chain Management.
IEEE ICBC
Dawen Zhang, Xiwei Xu, Liming Zhu, Hye-Young Paik
2021 J jnl
A Systematic Literature Review on Blockchain Governance.
CoRR
Yue Liu, Qinghua Lu, Liming Zhu, Hye-Young Paik, Mark Staples
2021 J jnl
AI and Ethics - Operationalising Responsible AI.
CoRR
Liming Zhu, Xiwei Xu, Qinghua Lu, Guido Governatori, Jon Whittle
2021 Misc conf
Analysing and extending privacy patterns with architectural context.
SAC
Su Yen Chia, Xiwei Xu, Hye-Young Paik, Liming Zhu
2021 J jnl
Architectural Patterns for the Design of Federated Learning Systems.
CoRR
Sin Kit Lo, Qinghua Lu, Liming Zhu, Hye-Young Paik, Xiwei Xu, Chen Wang
2021 J jnl
Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT.
IEEE Internet Things J.
Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu
2021 J jnl
Blockchain-based Trustworthy Federated Learning Architecture.
CoRR
Sin Kit Lo, Yue Liu, Qinghua Lu, Chen Wang, Xiwei Xu, Hye-Young Paik, Liming Zhu
2021 A* conf
CO-PILOT: COllaborative Planning and reInforcement Learning On sub-Task curriculum.
NeurIPS
Shuang Ao, Tianyi Zhou, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
2021 J jnl
Cycle-Balanced Representation Learning For Counterfactual Inference.
CoRR
Guanglin Zhou, Lina Yao, Xiwei Xu, Chen Wang, Liming Zhu
2021 J jnl
Defining Blockchain Governance Principles: A Comprehensive Framework.
CoRR
Yue Liu, Qinghua Lu, Hye-Young Paik, Liming Zhu
2021 J jnl
Design Patterns for Blockchain-Based Payment Applications.
CoRR
Qinghua Lu, Xiwei Xu, H. M. N. Dilum Bandara, Shiping Chen, Liming Zhu
2021 B conf
FLRA: A Reference Architecture for Federated Learning Systems.
ECSA
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu
2021 J jnl
FLRA: A Reference Architecture for Federated Learning Systems.
CoRR
Sin Kit Lo, Qinghua Lu, Hye-Young Paik, Liming Zhu
2021 J jnl
Featured Cover.
Softw. Pract. Exp.
Qinghua Lu, An Binh Tran, Ingo Weber, Hugo O'Connor, Paul Rimba, Xiwei Xu, Mark Staples, Liming Zhu, Ross Jeffery
2021 J jnl
Generating Informative CVE Description From ExploitDB Posts by Extractive Summarization.
CoRR
Jiamou Sun, Zhenchang Xing, Hao Guo, Deheng Ye, Xiaohong Li, Xiwei Xu, Liming Zhu
2021 J jnl
Generative Adversarial Networks-Enabled Human-Artificial Intelligence Collaborative Applications for Creative and Design Industries: A Systematic Review of Current Approaches and Trends.
Frontiers Artif. Intell.
Rowan T. Hughes, Liming Zhu, Tomasz Bednarz
2021 A conf
Generative Inverse Deep Reinforcement Learning for Online Recommendation.
CIKM
Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu
2021 J jnl
Integrated model-driven engineering of blockchain applications for business processes and asset management.
Softw. Pract. Exp.
Qinghua Lu, An Binh Tran, Ingo Weber, Hugo O'Connor, Paul Rimba, Xiwei Xu, Mark Staples, Liming Zhu, Ross Jeffery
2021 — conf
KGAMD: an API-misuse detector driven by fine-grained API-constraint knowledge graph.
ESEC/SIGSOFT FSE
Xiaoxue Ren, Xinyuan Ye, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Jianling Sun
2021 A* conf
MetaGB: A Gradient Boosting Framework for Efficient Task Adaptive Meta Learning.
ICDM
Manqing Dong, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu
2021 Misc conf
Patterns for Blockchain-Based Payment Applications.
EuroPLoP
Qinghua Lu, Xiwei Xu, H. M. N. Dilum Bandara, Shiping Chen, Liming Zhu
2021 A* conf
Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph.
ASE
Yanqi Su, Zhenchang Xing, Xin Peng, Xin Xia, Chong Wang, Xiwei Xu, Liming Zhu
2021 J jnl
Software Engineering for Responsible AI: An Empirical Study and Operationalised Patterns.
CoRR
Qinghua Lu, Liming Zhu, Xiwei Xu, Jon Whittle, David Douglas, Conrad Sanderson
2021 A conf
Task-Oriented API Usage Examples Prompting Powered By Programming Task Knowledge Graph.
ICSME
Jiamou Sun, Zhenchang Xing, Xin Peng, Xiwei Xu, Liming Zhu
2021 — conf
Towards Automated Data Sharing in Personal Data Stores.
PerCom Workshops
Yashothara Shanmugarasa, Hye-Young Paik, Salil S. Kanhere, Liming Zhu
2021 — conf
Visual analytics for large networks: theory, art and practice.
SIGGRAPH Courses
Tomasz Bednarz, Alex Mathews, Daniel Filonik, Rowan T. Hughes, Dawei Chen, Liming Zhu
2021 J jnl
Wireframe-Based UI Design Search Through Image Autoencoder.
CoRR
Jieshan Chen, Chunyang Chen, Zhenchang Xing, Xin Xia, Liming Zhu, John C. Grundy, Jinshui Wang
2020 J jnl
A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective.
CoRR
Sin Kit Lo, Qinghua Lu, Chen Wang, Hye-Young Paik, Liming Zhu
2020 A* conf
API-Misuse Detection Driven by Fine-Grained API-Constraint Knowledge Graph.
ASE
Xiaoxue Ren, Xinyuan Ye, Zhenchang Xing, Xin Xia, Xiwei Xu, Liming Zhu, Jianling Sun
2020 J jnl
Attn-HybridNet: Improving Discriminability of Hybrid Features with Attention Fusion.
CoRR
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
2020 J jnl
Blockchain-based Federated Learning for Failure Detection in Industrial IoT.
CoRR
Weishan Zhang, Qinghua Lu, Qiuyu Yu, Zhaotong Li, Yue Liu, Sin Kit Lo, Shiping Chen, Xiwei Xu, Liming Zhu
2020 J jnl
Design Pattern as a Service for Blockchain-Based Self-Sovereign Identity.
IEEE Softw.
Yue Liu, Qinghua Lu, Hye-Young Paik, Xiwei Xu, Shiping Chen, Liming Zhu
2020 J jnl
Design-Pattern-as-a-Service for Blockchain-based Self-Sovereign Identity.
CoRR
Yue Liu, Qinghua Lu, Hye-Young Paik, Xiwei Xu, Shiping Chen, Liming Zhu
2020 J jnl
Generative Inverse Deep Reinforcement Learning for Online Recommendation.
CoRR
Xiaocong Chen, Lina Yao, Aixin Sun, Xianzhi Wang, Xiwei Xu, Liming Zhu
2020 A* conf
Going Deep: Graph Convolutional Ladder-Shape Networks.
AAAI
Ruiqi Hu, Shirui Pan, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang
2020 J jnl
Integrated Model-Driven Engineering of Blockchain Applications for Business Processes and Asset Management.
CoRR
Qinghua Lu, An Binh Tran, Ingo Weber, Hugo O'Connor, Paul Rimba, Xiwei Xu, Mark Staples, Liming Zhu, Ross Jeffery
2020 A* conf
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation.
KDD
Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu
2020 J jnl
MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation.
CoRR
Manqing Dong, Feng Yuan, Lina Yao, Xiwei Xu, Liming Zhu
2020 J jnl
Object Detection for Graphical User Interface: Old Fashioned or Deep Learning or a Combination?
CoRR
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li
2020 — conf
Object detection for graphical user interface: old fashioned or deep learning or a combination?
ESEC/SIGSOFT FSE
Jieshan Chen, Mulong Xie, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li
2020 J jnl
SMINT: Toward Interpretable and Robust Model Sharing for Deep Neural Networks.
ACM Trans. Web
Huijun Wu, Chen Wang, Richard Nock, Wei Wang, Jie Yin, Kai Lu, Liming Zhu
2020 A* conf
Seenomaly: vision-based linting of GUI animation effects against design-don't guidelines.
ICSE
Dehai Zhao, Zhenchang Xing, Chunyang Chen, Xiwei Xu, Liming Zhu, Guoqiang Li, Jinshui Wang
2020 J jnl
Task-Oriented API Usage Examples Prompting Powered By Programming Task Knowledge Graph.
CoRR
Jiamou Sun, Zhenchang Xing, Xin Peng, Xiwei Xu, Liming Zhu
2020 J jnl
Trust in Recommender Systems: A Deep Learning Perspective.
CoRR
Manqing Dong, Feng Yuan, Lina Yao, Xianzhi Wang, Xiwei Xu, Liming Zhu
2020 J jnl
Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI Components by Deep Learning.
CoRR
Jieshan Chen, Chunyang Chen, Zhenchang Xing, Xiwei Xu, Liming Zhu, Guoqiang Li, Jinshui Wang
2020 A* conf
Unblind your apps: predicting natural-language labels for mobile GUI components by deep learning.
ICSE
Jieshan Chen, Chunyang Chen, Zhenchang Xing, Xiwei Xu, Liming Zhu, Guoqiang Li, Jinshui Wang
2020 J jnl
Unchain or Block the Hype? : Decision Drivers, Success Factors, and Perspectives for Blockchain Adoption.
IEEE Softw.
Cesare Pautasso, Olaf Zimmermann, Liming Zhu, Thomas Bocek, Xabier Larrucea
2020 C conf
Understanding and Handling Blockchain Uncertainties.
ICBC
Xiwei Xu, H. M. N. Dilum Bandara, Qinghua Lu, Dawen Zhang, Liming Zhu
2020 J jnl
Unraveling Metric Vector Spaces With Factorization for Recommendation.
IEEE Trans. Ind. Informatics
Shuai Zhang, Lina Yao, Bin Wu, Xiwei Xu, Xiang Zhang, Liming Zhu
2020 J jnl
Wireframe-based UI Design Search through Image Autoencoder.
ACM Trans. Softw. Eng. Methodol.
Jieshan Chen, Chunyang Chen, Zhenchang Xing, Xin Xia, Liming Zhu, John C. Grundy, Jinshui Wang
2019 A* conf
A Compliance Checking Framework for DNN Models.
IJCAI
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
2019 Misc conf
A RESTful architecture for data exploration as a service.
SAC
Yun Zhang, Xiwei Xu, Suhrid Satyal, Shiping Chen, Liming Zhu
2019 A* conf
Adversarial Examples for Graph Data: Deep Insights into Attack and Defense.
IJCAI
Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Docherty, Kai Lu, Liming Zhu
2019 J jnl
An empirical study of architecting for continuous delivery and deployment.
Empir. Softw. Eng.
Mojtaba Shahin, Mansooreh Zahedi, Muhammad Ali Babar, Liming Zhu
2019 J jnl
Analysis of Blockchain Solutions for IoT: A Systematic Literature Review.
IEEE Access
Sin Kuang Lo, Yue Liu, Su Yen Chia, Xiwei Xu, Qinghua Lu, Liming Zhu, Huansheng Ning
2019 — conf
Data Governance Decisions for Platform Ecosystems.
HICSS
Sung Une Lee, Liming Zhu, Ross Jeffery
2019 A* conf
DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis.
IJCAI
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
2019 J jnl
Design and Implementation of Monitoring System for Extracurricular Physical Exercise Based on Energy Consumption Measurement.
J. Adv. Comput. Intell. Intell. Informatics
Xisen Cheng, Liming Zhu, Zhimin Zhao
2019 J jnl
Designing blockchain-based applications a case study for imported product traceability.
Future Gener. Comput. Syst.
Xiwei Xu, Qinghua Lu, Yue Liu, Liming Zhu, Haonan Yao, Athanasios V. Vasilakos
2019 J jnl
Engineering complex data integration, harmonization and visualization systems.
J. Ind. Inf. Integr.
Iman Avazpour, John Grundy, Liming Zhu
2019 J jnl
Statistically managing cloud operations for latency-tail-tolerance in IoT-enabled smart cities.
J. Parallel Distributed Comput.
Daniel Sun, Guoqiang Li, Yuanyuan Zhang, Liming Zhu, Raj Gaire
2019 J jnl
The Vulnerabilities of Graph Convolutional Networks: Stronger Attacks and Defensive Techniques.
CoRR
Huijun Wu, Chen Wang, Yuriy Tyshetskiy, Andrew Docherty, Kai Lu, Liming Zhu
2019 — conf
Towards Effective Data Augmentations via Unbiased GAN Utilization.
PRICAI (3)
Sunny Verma, Chen Wang, Liming Zhu, Wei Liu
2019 J jnl
uBaaS: A Unified Blockchain as a Service Platform.
CoRR
Qinghua Lu, Xiwei Xu, Yue Liu, Ingo Weber, Liming Zhu, Weishan Zhang
2019 J jnl
uBaaS: A unified blockchain as a service platform.
Future Gener. Comput. Syst.
Qinghua Lu, Xiwei Xu, Yue Liu, Ingo Weber, Liming Zhu, Weishan Zhang
2018 — conf
A Contingency-Based Approach to Data Governance Design for Platform Ecosystems.
PACIS
Sung Une Lee, Liming Zhu, Ross Jeffery
2018 — conf
A Data Governance Framework for Platform Ecosystem Process Management.
BPM (Forum)
Sung Une Lee, Liming Zhu, Ross Jeffery
2018 J jnl
A Differentiated Caching Mechanism to Enable Primary Storage Deduplication in Clouds.
IEEE Trans. Parallel Distributed Syst.
Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Kai Lu, Liming Zhu
2018 Misc conf
A Pattern Collection for Blockchain-based Applications.
EuroPLoP
Xiwei Xu, Cesare Pautasso, Liming Zhu, Qinghua Lu, Ingo Weber
2018 C conf
A Simulation Approach for Studying Behavior and Quality of Blockchain Networks.
ICBC
Bozhi Wang, Shiping Chen, Lina Yao, Bin Liu, Xiwei Xu, Liming Zhu
2018 J jnl
An Empirical Study of Architecting for Continuous Delivery and Deployment.
CoRR
Mojtaba Shahin, Mansooreh Zahedi, Muhammad Ali Babar, Liming Zhu
2018 J jnl
An Empirical Study of Cloud API Issues.
IEEE Cloud Comput.
Zhongwei Li, Qinghua Lu, Liming Zhu, Xiwei Xu, Yue Liu, Weishan Zhang
2018 C conf
Applying Design Patterns in Smart Contracts - A Case Study on a Blockchain-Based Traceability Application.
ICBC
Yue Liu, Qinghua Lu, Xiwei Xu, Liming Zhu, Haonan Yao
2018 J jnl
Blockchains for Business Process Management - Challenges and Opportunities.
ACM Trans. Manag. Inf. Syst.
Jan Mendling, Ingo Weber, Wil M. P. van der Aalst, Jan vom Brocke, Cristina Cabanillas, Florian Daniel, Søren Debois, Claudio Di Ciccio, Marlon Dumas, Schahram Dustdar, Avigdor Gal, Luciano García-Bañuelos, Guido Governatori, Richard Hull, Marcello La Rosa, Henrik Leopold, Frank Leymann, Jan Recker, Manfred Reichert, Hajo A. Reijers, Stefanie Rinderle-Ma, Andreas Solti, Michael Rosemann, Stefan Schulte, Munindar P. Singh, Tijs Slaats, Mark Staples, Barbara Weber, Matthias Weidlich, Mathias Weske, Xiwei Xu, Liming Zhu
2018 — conf
Data Service API Design for Data Analytics.
SCC
Yun Zhang, Liming Zhu, Xiwei Xu, Shiping Chen, An Binh Tran
2018 — conf
Designing Data Governance in Platform Ecosystems.
HICSS
Sung Une Lee, Liming Zhu, Ross Jeffery
2018 A conf
HDM-MC in-Action: A Framework for Big Data Analytics across Multiple Clusters.
ICDCS
Dongyao Wu, Sherif Sakr, Liming Zhu, Sung Une Lee, Huijun Wu
2018 J jnl
HDM: A Composable Framework for Big Data Processing.
IEEE Trans. Big Data
Dongyao Wu, Liming Zhu, Qinghua Lu, Sherif Sakr
2018 — conf
Hybrid Networks: Improving Deep Learning Networks via Integrating Two Views of Images.
ICONIP (1)
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu
2018 J jnl
IoTChain: Establishing Trust in the Internet of Things Ecosystem Using Blockchain.
IEEE Cloud Comput.
Bin Yu, Jarod Wright, Surya Nepal, Liming Zhu, Joseph K. Liu, Rajiv Ranjan
2018 — conf
New and Emerging Ideas Track 2018.
ICSA Companion
Ipek Ozkaya, Liming Zhu
2018 B conf
One Size Does Not Fit All: The Case for Chunking Configuration in Backup Deduplication.
CCGrid
Huijun Wu, Chen Wang, Kai Lu, Yinjin Fu, Liming Zhu
2018 J jnl
Position and Distance: Recommendation beyond Matrix Factorization.
CoRR
Shuai Zhang, Lina Yao, Chaoran Huang, Xiwei Xu, Liming Zhu
2018 J jnl
R
IEEE Trans. Dependable Secur. Comput.
Daniel Sun, Alan D. Fekete, Vincent Gramoli, Guoqiang Li, Xiwei Xu, Liming Zhu
2018 A* conf
Sharing Deep Neural Network Models with Interpretation.
WWW
Huijun Wu, Chen Wang, Jie Yin, Kai Lu, Liming Zhu
2017 A conf
A Taxonomy of Blockchain-Based Systems for Architecture Design.
ICSA
Xiwei Xu, Ingo Weber, Mark Staples, Liming Zhu, Jan Bosch, Len Bass, Cesare Pautasso, Paul Rimba
2017 A conf
ARA-Assessor: Application-Aware Runtime Risk Assessment for Cloud-Based Business Continuity.
ICSOC
Min Fu, Shiping Chen, Jian Yang, Surya Nepal, Liming Zhu
2017 — conf
Accommodating Information Priority Model in Cloudlet Environment.
ASSRI
Teuku Aulia Geumpana, Fethi A. Rabhi, Liming Zhu
2017 A conf
Adopting Continuous Delivery and Deployment: Impacts on Team Structures, Collaboration and Responsibilities.
EASE
Mojtaba Shahin, Mansooreh Zahedi, Muhammad Ali Babar, Liming Zhu
2017 A conf
Beyond Continuous Delivery: An Empirical Investigation of Continuous Deployment Challenges.
ESEM
Mojtaba Shahin, Muhammad Ali Babar, Mansooreh Zahedi, Liming Zhu
2017 — ch.
Big Data Programming Models.
Handbook of Big Data Technologies
Dongyao Wu, Sherif Sakr, Liming Zhu
2017 — ch.
Big Data Storage and Data Models.
Handbook of Big Data Technologies
Dongyao Wu, Sherif Sakr, Liming Zhu
2017 A conf
Blockchain Based Data Integrity Service Framework for IoT Data.
ICWS
Bin Liu, Xiao Liang Yu, Shiping Chen, Xiwei Xu, Liming Zhu
2017 J jnl
Blockchains for Business Process Management - Challenges and Opportunities.
CoRR
Jan Mendling, Ingo Weber, Wil M. P. van der Aalst, Jan vom Brocke, Cristina Cabanillas, Florian Daniel, Søren Debois, Claudio Di Ciccio, Marlon Dumas, Schahram Dustdar, Avigdor Gal, Luciano García-Bañuelos, Guido Governatori, Richard Hull, Marcello La Rosa, Henrik Leopold, Frank Leymann, Jan Recker, Manfred Reichert, Hajo A. Reijers, Stefanie Rinderle-Ma, Andreas Rogge-Solti, Michael Rosemann, Stefan Schulte, Munindar P. Singh, Tijs Slaats, Mark Staples, Barbara Weber, Matthias Weidlich, Mathias Weske, Xiwei Xu, Liming Zhu
2017 J jnl
Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices.
IEEE Access
Mojtaba Shahin, Muhammad Ali Babar, Liming Zhu
2017 J jnl
Continuous Integration, Delivery and Deployment: A Systematic Review on Approaches, Tools, Challenges and Practices.
CoRR
Mojtaba Shahin, Muhammad Ali Babar, Liming Zhu
2017 — conf
Data Governance for Platform Ecosystems: Critical Factors and The State of Practice.
PACIS
Sung Une Lee, Liming Zhu, D. Ross Jeffery
2017 J jnl
Data Governance for Platform Ecosystems: Critical Factors and the State of Practice.
CoRR
Sung Une Lee, Liming Zhu, D. Ross Jeffery
2017 J jnl
Design Choices for Data Governance in Platform Ecosystems: A Contingency Model.
CoRR
Sung Une Lee, Liming Zhu, D. Ross Jeffery
2017 A* conf
Extracting Highly Effective Features for Supervised Learning via Simultaneous Tensor Factorization.
AAAI
Sunny Verma, Wei Liu, Chen Wang, Liming Zhu
2017 B conf
HDM: Optimized Big Data Processing with Data Provenance.
EDBT
Dongyao Wu, Sherif Sakr, Liming Zhu
2017 J jnl
HPDedup: A Hybrid Prioritized Data Deduplication Mechanism for Primary Storage in the Cloud.
CoRR
Huijun Wu, Chen Wang, Yinjin Fu, Sherif Sakr, Liming Zhu, Kai Lu
2017 — conf
Hybrid Collaborative Recommendation via Semi-AutoEncoder.
ICONIP (1)
Shuai Zhang, Lina Yao, Xiwei Xu, Sen Wang, Liming Zhu
2017 J jnl
Hybrid Collaborative Recommendation via Semi-AutoEncoder.
CoRR
Shuai Zhang, Lina Yao, Xiwei Xu, Sen Wang, Liming Zhu
2017 J jnl
Interpreting Shared Deep Learning Models via Explicable Boundary Trees.
CoRR
Huijun Wu, Chen Wang, Jie Yin, Kai Lu, Liming Zhu
2017 J jnl
Runtime recovery actions selection for sporadic operations on public cloud.
Softw. Pract. Exp.
Min Fu, Liming Zhu, Daniel Sun, Anna Liu, Len Bass, Qinghua Lu
2017 B conf
Stratosphere: Dynamic IP Overlay Above the Clouds.
LCN
Parinya Ekparinya, Vincent Gramoli, Guillaume Jourjon, Liming Zhu
2017 B conf
Towards Big Data Analytics across Multiple Clusters.
CCGrid
Dongyao Wu, Sherif Sakr, Liming Zhu, Huijun Wu
2016 J jnl
A Unified Business-Driven Cloud Management Framework.
IEEE Trans. Serv. Comput.
Qinghua Lu, Liming Zhu, Xiwei Xu, Vladimir Tosic, Dipesh Chauhan, Weishan Zhang, Daniel Sun
2016 J jnl
Building Pipelines for Heterogeneous Execution Environments for Big Data Processing.
IEEE Softw.
Dongyao Wu, Liming Zhu, Xiwei Xu, Sherif Sakr, Daniel Sun, Qinghua Lu
2016 — conf
Continuous validation for data analytics systems.
ICSE (Companion Volume)
Mark Staples, Liming Zhu, John C. Grundy
2016 J jnl
DevOps and Its Practices.
IEEE Softw.
Liming Zhu, Len Bass, George Champlin-Scharff
2016 J jnl
Developing Dependable and Secure Cloud Applications.
IEEE Internet Comput.
Ingo Weber, Surya Nepal, Liming Zhu
2016 J jnl
Non-Intrusive Anomaly Detection With Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS.
IEEE Trans. Emerg. Top. Comput.
Daniel Sun, Min Fu, Liming Zhu, Guoqiang Li, Qinghua Lu
2016 A conf
Process-Oriented Non-intrusive Recovery for Sporadic Operations on Cloud.
DSN
Min Fu, Liming Zhu, Ingo Weber, Len Bass, Anna Liu, Xiwei Xu
2016 — conf
StageFS: A Parallel File System Optimizing Metadata Performance for SSD Based Clusters.
Trustcom/BigDataSE/ISPA
Huijun Wu, Liming Zhu, Kai Lu, Gen Li, Dongyao Wu
2016 — conf
The Blockchain as a Software Connector.
WICSA
Xiwei Xu, Cesare Pautasso, Liming Zhu, Vincent Gramoli, Alexander Ponomarev, An Binh Tran, Shiping Chen
2016 A conf
The Intersection of Continuous Deployment and Architecting Process: Practitioners' Perspectives.
ESEM
Mojtaba Shahin, Muhammad Ali Babar, Liming Zhu
2016 — conf
V for variety: Lessons learned from complex smart cities data harmonization and integration.
PerCom Workshops
Iman Avazpour, John C. Grundy, Liming Zhu
2015 — conf
A MapReduce Cluster Deployment Optimization Framework with Geo-distributed Data.
UIC/ATC/ScalCom
Shanshan Li, Qinghua Lu, Weishan Zhang, Liming Zhu
2015 J jnl
A Tail-Tolerant Cloud API Wrapper.
IEEE Softw.
Qinghua Lu, Xiwei Xu, Len Bass, Liming Zhu, Weishan Zhang
2015 J jnl
Achieving Reliable High-Frequency Releases in Cloud Environments.
IEEE Softw.
Liming Zhu, Donna Xu, An Binh Tran, Xiwei Xu, Len Bass, Ingo Weber, Srini Dwarakanathan
2015 — conf
Building Secure Applications Using Pattern-Based Design Fragments.
SRDS Workshop
Paul Rimba, Liming Zhu, Xiwei Xu, Daniel Sun
2015 J jnl
CF4BDA: A Conceptual Framework for Big Data Analytics Applications in the Cloud.
IEEE Access
Qinghua Lu, Zheng Li, Maria Kihl, Liming Zhu, Weishan Zhang
2015 B conf
Cloud Application HA Using SDN to Ensure QoS.
CLOUD
Srini Dwarakanathan, Len Bass, Liming Zhu
2015 — conf
Composable and efficient functional big data processing framework.
IEEE BigData
Dongyao Wu, Sherif Sakr, Liming Zhu, Qinghua Lu
2015 Misc conf
Composing Patterns to Construct Secure Systems.
EDCC
Paul Rimba, Liming Zhu, Len Bass, Ihor Kuz, Steve Reeves
2015 — conf
Crying Wolf and Meaning It: Reducing False Alarms in Monitoring of Sporadic Operations through POD-Monitor.
COUFLESS@ICSE
Xiwei Xu, Liming Zhu, Min Fu, Daniel Sun, An Binh Tran, Paul Rimba, Srini Dwarakanathan, Len Bass
2015 — book
DevOps - A Software Architect's Perspective.
Leonard J. Bass, Ingo M. Weber, Liming Zhu
2015 A conf
Discovering and Visualizing Operations Processes with POD-Discovery and POD-Viz.
DSN
Ingo Weber, Chao Li, Len Bass, Xiwei Xu, Liming Zhu
2015 Misc conf
Error Diagnosis of Cloud Application Operation Using Bayesian Networks and Online Optimisation.
EDCC
Xiwei Xu, Liming Zhu, Daniel Sun, An Binh Tran, Ingo Weber, Min Fu, Len Bass
2015 A conf
Four-Fold Auto-Scaling on a Contemporary Deployment Platform Using Docker Containers.
ICSOC
Philipp Hoenisch, Ingo Weber, Stefan Schulte, Liming Zhu, Alan D. Fekete
2015 — conf
Making Real Time Data Analytics Available as a Service.
QoSA
Donna Xu, Dongyao Wu, Xiwei Xu, Liming Zhu, Len Bass
2015 — conf
MapReduce Job Optimization: A Mapping Study.
CCBD
Qinghua Lu, Liming Zhu, He Zhang, Dongyao Wu, Zheng Li, Xiwei Xu
2015 C conf
Mobile cloud computing for disaster emergency operation: A systematic review.
ISTAS
Teuku Aulia Geumpana, Fethi A. Rabhi, John Lewis, Pradeep Kumar Ray, Liming Zhu
2015 B conf
Multi-objective Optimisation of Rolling Upgrade Allowing for Failures in Clouds.
SRDS
Daniel Sun, Daniel Guimarans, Alan D. Fekete, Vincent Gramoli, Liming Zhu
2015 — conf
Runtime Recovery Actions Selection for Sporadic Operations on Cloud.
ASWEC
Min Fu, Liming Zhu, Daniel Sun, Anna Liu, Len Bass, Qinghua Lu
2015 — conf
Securing a Deployment Pipeline.
RELENG@ICSE
Len Bass, Ralph Holz, Paul Rimba, An Binh Tran, Liming Zhu
2015 J jnl
Using simulation to evaluate error detection strategies: A case study of cloud-based deployment processes.
J. Syst. Softw.
Jie Chen, Xiwei Xu, Leon J. Osterweil, Liming Zhu, Yuriy Brun, Len Bass, Junchao Xiao, Mingshu Li, Qing Wang
2014 — conf
A Recoverability-Oriented Analysis for Operations on Cloud Applications.
WICSA
Min Fu, Liming Zhu, Len Bass, Xiwei Xu
2014 J jnl
Investigating dependencies in software requirements for change propagation analysis.
Inf. Softw. Technol.
He Zhang, Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, Qing Wang, Mingshu Li
2014 — conf
Mechanisms and Architectures for Tail-Tolerant System Operations in Cloud.
HotCloud
Qinghua Lu, Liming Zhu, Xiwei Xu, Len Bass, Shanshan Li, Weishan Zhang, Ning Wang
2014 A conf
POD-Diagnosis: Error Diagnosis of Sporadic Operations on Cloud Applications.
DSN
Xiwei Xu, Liming Zhu, Ingo Weber, Len Bass, Daniel Sun
2014 — conf
Quantifying Failure Risk of Version Switch for Rolling Upgrade on Clouds.
BDCloud
Daniel Sun, Len Bass, Alan D. Fekete, Vincent Gramoli, An Binh Tran, Sherry Xu, Liming Zhu
2014 A conf
Recovery for Failures in Rolling Upgrade on Clouds.
DSN
Min Fu, Liming Zhu, Len Bass, Anna Liu
2014 J jnl
Role network model-based support for RESTful business processes.
Data Knowl. Eng.
Xiwei Xu, Xin Ye, Liming Zhu, Qinghua Lu
2013 J jnl
Applying a selection method to choose Quality Attribute Techniques.
Inf. Softw. Technol.
Yin Kia Chiam, Mark Staples, Xin Ye, Liming Zhu
2013 — conf
Availability analysis for deployment of in-cloud applications.
ISARCS
Xiwei Xu, Qinghua Lu, Liming Zhu, Zhanwen Li, Sherif Sakr, Hiroshi Wada, Ingo Weber
2013 — conf
BPMashup: Dynamic Execution of RESTful Processes.
ICSOC Workshops
Xiwei Xu, Ingo Weber, Liming Zhu, Yan Liu, Paul Rimba, Qinghua Lu
2013 — conf
Challenges to Error Diagnosis in Hadoop Ecosystems.
LISA
Jim Zhanwen Li, Siyuan He, Liming Zhu, Xiwei Xu, Min Fu, Len Bass, Anna Liu, An Binh Tran
2013 — conf
Cloud API issues: an empirical study and impact.
QoSA
Qinghua Lu, Liming Zhu, Len Bass, Xiwei Xu, Zhanwen Li, Hiroshi Wada
2013 — conf
Detecting cloud provisioning errors using an annotated process model.
MW4NextGen@Middleware
Xiwei Xu, Ingo Weber, Len Bass, Liming Zhu, Hiroshi Wada, Fei Teng
2013 — conf
Eliciting operations requirements for applications.
RELENG@ICSE
Len Bass, D. Ross Jeffery, Hiroshi Wada, Ingo Weber, Liming Zhu
2013 — conf
Improving Availability of Cloud-Based Applications through Deployment Choices.
IEEE CLOUD
Jim Zhanwen Li, Qinghua Lu, Liming Zhu, Len Bass, Xiwei Xu, Sherif Sakr, Paul L. Bannerman, Anna Liu
2013 — conf
Incorporating Uncertainty into In-Cloud Application Deployment Decisions for Availability.
IEEE CLOUD
Qinghua Lu, Xiwei Xu, Liming Zhu, Len Bass, Zhanwen Li, Sherif Sakr, Paul L. Bannerman, Anna Liu
2013 A conf
Modeling and analysing operation processes for dependability.
DSN
Xiwei Xu, Liming Zhu, Jim Zhanwen Li, Len Bass, Qinghua Lu, Min Fu
2013 — conf
Process-oriented recovery for operations on cloud applications.
SoCC
Min Fu, Liming Zhu, Anna Liu, Xiwei Xu, Len Bass
2012 A conf
A Business Process-Driven Approach for Requirements Dependency Analysis.
BPM
Juan Li, D. Ross Jeffery, Kam Hay Fung, Liming Zhu, Qing Wang, He Zhang, Xiwei Xu
2012 — conf
An Architectural Approach for Cost Effective Trustworthy Systems.
WICSA/ECSA
Ihor Kuz, Liming Zhu, Len Bass, Mark Staples, Xiwei Xu
2012 — conf
An architecture framework for application-managed scaling of cloud-hosted relational databases.
WICSA/ECSA Companion Volume
Liang Zhao, Sherif Sakr, Liming Zhu, Xiwei Xu, Anna Liu
2012 A conf
An initial evaluation of requirements dependency types in change propagation analysis.
EASE
Juan Li, Liming Zhu, D. Ross Jeffery, Yan Liu, He Zhang, Qing Wang, Mingshu Li
2012 A conf
Analyzing differences in risk perceptions between developers and acquirers in OTS-based custom software projects using stakeholder analysis.
ESEM
Dana Sulistiyo Kusumo, Mark Staples, Liming Zhu, D. Ross Jeffery
2012 A conf
Application of Business-Driven Decision Making to RESTful Business Processes.
ICSOC
Qinghua Lu, Xiwei Xu, Vladimir Tosic, Liming Zhu
2012 — conf
Data management requirements for a knowledge discovery platform.
WICSA/ECSA Companion Volume
Liming Zhu, Len Bass, Xiwei Xu
2012 A* conf
Large-scale formal verification in practice: A process perspective.
ICSE
June Andronick, D. Ross Jeffery, Gerwin Klein, Rafal Kolanski, Mark Staples, He Zhang, Liming Zhu
2012 A conf
Preliminary results of a systematic review on requirements evolution.
EASE
Juan Li, He Zhang, Liming Zhu, D. Ross Jeffery, Qing Wang, Mingshu Li
2012 A conf
Risks of off-the-shelf-based software acquisition and development: A systematic mapping study and a survey.
EASE
Dana Sulistiyo Kusumo, Mark Staples, Liming Zhu, He Zhang, D. Ross Jeffery
2012 — ed.
Second International Workshop on Software Engineering for Embedded Systems, SEES 2012, Zurich, Switzerland, June 9, 2012
SEES
He Zhang, Liming Zhu, Ihor Kuz
2012 B conf
Simulation modeling of a large-scale formal verification process.
ICSSP
He Zhang, Gerwin Klein, Mark Staples, June Andronick, Liming Zhu, Rafal Kolanski
2012 — conf
Visualising architectural dependencies.
MTD@ICSE
John Brøndum, Liming Zhu
2012 C conf
Web Platform API Design Principles and Service Contract.
APSEC
Yonghong Chen, Xiwei Xu, Liming Zhu
2012 — conf
Welcome message of the chairs.
SEES@ICSE
He Zhang, Liming Zhu, Ihor Kuz
2011 — conf
A Systematic Mapping Study on Off-The-Shelf-based Software Acquisition.
ACIS
Dana Sulistiyo Kusumo, Liming Zhu, Mark Staples, He Zhang
2011 J jnl
Composing enterprise mashup components and services using architecture integration patterns.
J. Syst. Softw.
Yan Liu, Xin Liang, Lingzhi Xu, Mark Staples, Liming Zhu
2011 A* conf
Impact of process simulation on software practice: an initial report.
ICSE
He Zhang, D. Ross Jeffery, Dan Houston, Liguo Huang, Liming Zhu
2010 B conf
An Architectural Approach to Composing Reputation-Based Distributed Services.
ECSA
Suronapee Phoomvuthisarn, Yan Liu, Liming Zhu
2010 B conf
An Architectural Style for Process-Intensive Web Information Systems.
WISE
Xiwei Xu, Liming Zhu, Udo Kannengiesser, Yan Liu
2010 — conf
Rationale in Semi-structured Processes.
Business Process Management Workshops
Udo Kannengiesser, Liming Zhu
2010 — conf
Systematic selection of quality attribute techniques.
PROFES (2)
Yin Kia Chiam, Liming Zhu, Mark Staples
2010 — conf
Towards an architectural viewpoint for systems of software intensive systems.
SHARK@ICSE
John Brøndum, Liming Zhu
2009 — conf
An architecting method for distributed process-intensive systems.
WICSA/ECSA
Xiwei Xu, Liming Zhu, Mark Staples, Yan Liu
2009 J jnl
An ontologically-based evaluation of software design methods.
Knowl. Eng. Rev.
Udo Kannengiesser, Liming Zhu
2009 — conf
Model Driven Development with non-functional aspects.
EA@ICSE
Liming Zhu, Yan Liu
2009 B conf
Quality Attribute Techniques Framework.
EuroSPI
Yin Kia Chiam, Liming Zhu, Mark Staples
2009 — conf
Technical Software Development Process in the XML Domain.
ICSP
Liming Zhu, Tu Tak Tran, Mark Staples, D. Ross Jeffery
2009 — conf
Using architecture integration patterns to compose enterprise mashups.
WICSA/ECSA
Yan Liu, Xin Liang, Lingzhi Xu, Mark Staples, Liming Zhu
2008 — conf
Automating Web Service Development Using a Unified Model.
EDOCW
Ngoc Bao Bui, Liming Zhu, Yan Jenny Liu, Vladimir Tosic, D. Ross Jeffery
2008 A conf
Composing Adaptive Web Services on COTS Middleware.
ICWS
Yan Liu, Simon Truong, Shiping Chen, Liming Zhu
2008 J jnl
Evaluating guidelines for reporting empirical software engineering studies.
Empir. Softw. Eng.
Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu
2008 — conf
Hybrid Modeling of Test-and-Fix Processes in Incremental Development.
ICSP
He Zhang, D. Ross Jeffery, Liming Zhu
2008 — conf
Investigating test-and-fix processes of incremental development using hybrid process simulation.
WoSQ@ICSE
He Zhang, D. Ross Jeffery, Liming Zhu
2008 — conf
On Combining WS-Policy4MASC and ASF to Support Business-Driven Autonomic Service-Oriented Computing.
Business Process Management Workshops
Vladimir Tosic, Yan Liu, Liming Zhu
2008 B conf
On Creating Industry-Wide Reference Architectures.
EDOC
Liming Zhu, Mark Staples, Vladimir Tosic
2008 C conf
Resource-Oriented Architecture for Business Processes.
APSEC
Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples
2008 — conf
Resource-oriented business process modeling for ultra-large-scale systems.
ULSSIS@ICSE
Xiwei Xu, Liming Zhu, Yan Liu, Mark Staples
2008 — conf
Scaling Up Software Architecture Evaluation Processes.
ICSP
Liming Zhu, Mark Staples, D. Ross Jeffery
2008 — conf
Standardization as a Business Ecosystem Enabler.
ICSOC Workshops
Paul L. Bannerman, Liming Zhu
2008 — conf
Towards process-based composition of self-managing service-oriented systems.
SDSOA@ICSE
Min'an Tan, Yan Liu, Liming Zhu
2007 — conf
Benchmark Generation Using Domain Specific Modeling.
ASWEC
Ngoc Bao Bui, Liming Zhu, Ian Gorton, Yan Liu
2007 — conf
Challenges Observed in the Definition of Reference Business Processes.
Business Process Management Workshops
Liming Zhu, Leon J. Osterweil, Mark Staples, Udo Kannengiesser
2007 J jnl
Desiderata for Languages to be Used in the Defnition of Reference Business Processes.
Int. J. Softw. Informatics
Liming Zhu, Leon J. Osterweil, Mark Staples, Udo Kannengiesser, Borislava I. Simidchieva
2007 — conf
Effects of Architecture and Technical Development Process on Micro-process.
ICSP
Liming Zhu, D. Ross Jeffery, Mark Staples, Ming Huo, Tu Tak Tran
2007 B conf
Impact of Architecture and Quality Investment in Software Product Line Development.
SPLC
Makoto Nonaka, Liming Zhu
2007 J jnl
MDABench: Customized benchmark generation using MDA.
J. Syst. Softw.
Liming Zhu, Ngoc Bao Bui, Yan Liu, Ian Gorton
2007 — conf
Non-Functional Property Driven Service Governance: Performance Implications.
ICSOC Workshops
Yan Liu, Liming Zhu, Len Bass, Ian Gorton, Mark Staples
2007 — conf
Performance Assessment for e-Government Services: An Experience Report.
CBSE
Yan Liu, Liming Zhu, Ian Gorton
2007 — conf
Performance Prediction of Service-Oriented Applications based on an Enterprise Service Bus.
COMPSAC (1)
Yan Liu, Ian Gorton, Liming Zhu
2007 B conf
Project Cost Overrun Simulation in Software Product Line Development.
PROFES
Makoto Nonaka, Liming Zhu, Muhammad Ali Babar, Mark Staples
2007 — conf
Project Delay Variability Simulation in Software Product Line Development.
ICSP
Makoto Nonaka, Liming Zhu, Muhammad Ali Babar, Mark Staples
2007 A* conf
Revel8or: Model Driven Capacity Planning Tool Suite.
ICSE
Liming Zhu, Yan Liu, Ngoc Bao Bui, Ian Gorton
2007 — conf
Situational Method Quality.
Situational Method Engineering
Liming Zhu, Mark Staples
2007 — —
Software architecture evaluation for framework-based systems.
Liming Zhu
2007 — conf
Tools for Model Driven Development.
HICSS
Liming Zhu, Yan Liu, Ian Gorton, Ihor Kuz
2007 — conf
UML Profiles for Design Decisions and Non-Functional Requirements.
SHARK/ADI@ICSE
Liming Zhu, Ian Gorton
2006 J jnl
An empirical study of groupware support for distributed software architecture evaluation process.
J. Syst. Softw.
Muhammad Ali Babar, Barbara A. Kitchenham, Liming Zhu, Ian Gorton, D. Ross Jeffery
2006 — conf
Evaluating guidelines for empirical software engineering studies.
ISESE
Barbara A. Kitchenham, Hiyam Al-Kilidar, Muhammad Ali Babar, Mike Berry, Karl Cox, Jacky Keung, Felicia Kurniawati, Mark Staples, He Zhang, Liming Zhu
2006 — ed.
Proceedings of the 1st workshop on MOdel Driven Development for Middleware, MODDM 2006, Melbourne, Australia, November 27 - December 1, 2006
MODDM
Ian Gorton, Liming Zhu, Yan Liu, Shiping Chen
2006 — conf
Research of Government Horizon Business Integration Management System Based on HRNM and Agent.
IAT Workshops
Xin Ye, Xingkai Yang, Liming Zhu, Ning Wang, Jiangnan Qiu
2005 — conf
Customized Benchmark Generation Using MDA.
WICSA
Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui
2005 — conf
MDAbench: a tool for customized benchmark generation using MDA.
OOPSLA Companion
Liming Zhu, Yan Liu, Ian Gorton, Ngoc Bao Bui
2005 A* conf
Tool support for just-in-time architecture reconstruction and evaluation: an experience report.
ICSE
Ian Gorton, Liming Zhu
2005 J jnl
Tradeoff and Sensitivity Analysis in Software Architecture Evaluation Using Analytic Hierarchy Process.
Softw. Qual. J.
Liming Zhu, Aybüke Aurum, Ian Gorton, D. Ross Jeffery
2004 — conf
A Framework for Classifying and Comparing Software Architecture Evaluation Methods.
Australian Software Engineering Conference
Muhammad Ali Babar, Liming Zhu, D. Ross Jeffery
2004 C conf
An Exploratory Study of Groupware Support for Distributed Software Architecture Evaluation Process.
APSEC
Muhammad Ali Babar, Barbara A. Kitchenham, Liming Zhu, D. Ross Jeffery
2004 — conf
Distilling Scenarios from Patterns for Software Architecture Evaluation - A Position Paper.
EWSA
Liming Zhu, Muhammad Ali Babar, D. Ross Jeffery
2004 — conf
Mining Patterns to Support Software Architecture Evaluation.
WICSA
Liming Zhu, Muhammad Ali Babar, D. Ross Jeffery
2004 B conf
Software Quality and Agile Method.
COMPSAC
Ming Huo, June M. Verner, Liming Zhu, Muhammad Ali Babar