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2025

An Extended Pattern Collection for Blockchain-Based ApplicationsXiwei Xu 0001, Cesare Pautasso, Sin Kuang Lo, Liming Zhu 0001, Qinghua Lu 0001, Ingo Weber. tplop, 5:67-117, 2025. [doi]

Agentic RAG with Human-in-the-RetrievalXiwei Xu 0001, Dawen Zhang, Qing Liu 0001, Qinghua Lu 0001, Liming Zhu 0004. icsa 2025: 498-502 [doi]

Design Process for Retrieval Augmented Generation SystemsXiwei Xu 0001, Dawen Zhang, Wenjie Zhang 0001, Qinghua Lu 0001, Liming Zhu 0001. icsa 2025: 482-487 [doi]

Fast and Accurate Temporal Hypergraph Representation for Hyperedge PredictionYuanyuan Xu 0002, Wenjie Zhang 0001, Ying Zhang 0001, Xiwei Xu 0001, Xuemin Lin 0001. kdd 2025: 1727-1738 [doi]

Scalable and Effective Temporal Graph Representation Learning With Hyperbolic GeometryYuanyuan Xu 0002, Wenjie Zhang 0001, Xiwei Xu 0001, Binghao Li, Ying Zhang 0001. tnn, 36(4):6080-6094, April 2025. [doi]

Agent design pattern catalogue: A collection of architectural patterns for foundation model based agentsYue Liu 0010, Sin Kit Lo, Qinghua Lu 0001, Liming Zhu 0001, Dehai Zhao, Xiwei Xu 0001, Stefan Harrer, Jon Whittle 0001. jss, 220:112278, 2025. [doi]

GuessGas: Tell Me Fine-Grained Gas Consumption of My Smart Contract and WhyQing Huang, Renxiong Chen, Zhenchang Xing, Jinshan Zeng, Qinghua Lu 0001, Xiwei Xu 0001. tr, 74(1):2348-2362, March 2025. [doi]

Architectural patterns for designing quantum artificial intelligence systemsMykhailo V. Klymenko, Thong Hoang, Xiwei Xu 0001, Zhenchang Xing, Muhammad Usman 0009, Qinghua Lu 0001, Liming Zhu 0001. jss, 227:112456, 2025. [doi]

The Role of Knowledge Graphs on Responsible Artificial Intelligence Realization: Research Opportunities and ChallengesXiang Li, Qing Liu 0001, Quan Bai 0001, Xiwei Xu 0001. Computer, 58(6):40-48, June 2025. [doi]

Blockchain-Empowered Trustworthy Data Sharing: Fundamentals, Applications, and ChallengesLinh T. Nguyen, Lam Duc Nguyen, Thong Hoang, Herath Mudiyanselage Nelanga Dilum Bandara, Qin Wang 0008, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001, Shiping Chen 0001. ACM Comput. Surv., 57(8), August 2025. [doi]

Right to be forgotten in the Era of large language models: implications, challenges, and solutionsDawen Zhang, Pamela Finckenberg-Broman, Thong Hoang, Shidong Pan, Zhenchang Xing, Mark Staples, Xiwei Xu 0001. aiethics, 5(3):2445-2454, June 2025. [doi]

SeeAction: Towards Reverse Engineering How-What-Where of HCI Actions from Screencasts for UI AutomationDehai Zhao, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2025: 463-475 [doi]

2024

Responsible AI Pattern Catalogue: A Collection of Best Practices for AI Governance and EngineeringQinghua Lu 0001, Liming Zhu 0001, Xiwei Xu 0001, Jon Whittle 0001, Didar Zowghi, Aurelie Jacquet. ACM Comput. Surv., 56(7), July 2024. [doi]

Towards Responsible Generative AI: A Reference Architecture for Designing Foundation Model Based AgentsQinghua Lu 0001, Liming Zhu 0001, Xiwei Xu 0001, Zhenchang Xing, Stefan Harrer, Jon Whittle 0001. icsa 2024: 119-126 [doi]

Toward Responsible AI in the Era of Generative AI: A Reference Architecture for Designing Foundation Model-Based SystemsQinghua Lu 0001, Liming Zhu 0001, Xiwei Xu 0001, Zhenchang Xing, Jon Whittle 0001. IEEE Software, 41(6):91-100, November - December 2024. [doi]

Automated Refactoring of Non-Idiomatic Python Code With Pythonic IdiomsZejun Zhang 0006, Zhenchang Xing, Dehai Zhao, Xiwei Xu 0001, Liming Zhu 0001, Qinghua Lu 0001. TSE, 50(11):2827-2848, November 2024. [doi]

Prompt Sapper: A LLM-Empowered Production Tool for Building AI ChainsYu Cheng, Jieshan Chen, Qing Huang, Zhenchang Xing, Xiwei Xu 0001, Qinghua Lu 0001. TOSEM, 33(5), June 2024. [doi]

API Entity and Relation Joint Extraction from Text via Dynamic Prompt-tuned Language ModelQing Huang, Yanbang Sun, Zhenchang Xing, Min Yu, Xiwei Xu 0001, Qinghua Lu 0001. TOSEM, 33(1), January 2024. [doi]

FQN Inference in Partial Code by Prompt-tuned Language Model of CodeQing Huang, Zhiqiang Yuan, Zhenchang Xing, Xin Peng 0001, Xiwei Xu 0001, Qinghua Lu 0001. TOSEM, 33(2), February 2024. [doi]

Answering Uncertain, Under-Specified API Queries Assisted by Knowledge-Aware Human-AI DialogueQing Huang, Zishuai Li, Zhenchang Xing, Zhengkang Zuo, Xin Peng 0001, Xiwei Xu 0001, Qinghua Lu 0001. TSE, 50(2):280-295, February 2024. [doi]

Revealing the Unseen: AI Chain on LLMs for Predicting Implicit Dataflows to Generate Dataflow Graphs in Dynamically Typed CodeQing Huang, Zhiwen Luo, Zhenchang Xing, Jinshan Zeng, Jieshan Chen, Xiwei Xu 0001, Yong Chen 0013. TOSEM, 33(7), September 2024. [doi]

Let's Discover More API Relations: A Large Language Model-Based AI Chain for Unsupervised API Relation InferenceQing Huang, Yanbang Sun, Zhenchang Xing, Yuanlong Cao, Jieshan Chen, Xiwei Xu 0001, Huan Jin, Jiaxing Lu. TOSEM, 33(8), November 2024. [doi]

SE Factual Knowledge in Frozen Giant Code Model: A Study on FQN and Its RetrievalQing Huang, Dianshu Liao, Zhenchang Xing, Zhiqiang Yuan, Qinghua Lu 0001, Xiwei Xu 0001, Jiaxing Lu. tkde, 36(12):9220-9234, December 2024. [doi]

Smart Contracts' Upgradability for Flexible Business ProcessesSidra Malik, H. M. N. Dilum Bandara, Nick R. T. P. van Beest, Xiwei Xu 0001. BPM 2024: 55-70 [doi]

Is It a Trap? A Large-scale Empirical Study And Comprehensive Assessment of Online Automated Privacy Policy Generators for Mobile AppsShidong Pan, Dawen Zhang, Mark Staples, Zhenchang Xing, Jieshan Chen, Xiwei Xu 0001, Thong Hoang. uss 2024: [doi]

A NEW HOPE: Contextual Privacy Policies for Mobile Applications and An Approach Toward Automated GenerationShidong Pan, Zhen Tao, Thong Hoang, Dawen Zhang, Tianshi Li 0001, Zhenchang Xing, Xiwei Xu 0001, Mark Staples, Thierry Rakotoarivelo, David Lo 0001. uss 2024: [doi]

Enhancing Exploratory Testing by Large Language Model and Knowledge GraphYanqi Su, Dianshu Liao, Zhenchang Xing, Qing Huang, Mulong Xie, Qinghua Lu 0001, Xiwei Xu 0001. ICSE 2024: [doi]

Where is it? Tracing the Vulnerability-relevant Files from Vulnerability ReportsJiamou Sun, Jieshan Chen, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2024: [doi]

Aspect-level Information Discrepancies across Heterogeneous Vulnerability Reports: Severity, Types and Detection MethodsJiamou Sun, Zhenchang Xing, Xin Xia 0001, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001. TOSEM, 33(2), February 2024. [doi]

Attacking Visually-aware Recommender Systems with Transferable and Imperceptible Adversarial StylesShiyi Yang, Chen Wang 0008, Xiwei Xu 0001, Liming Zhu 0001, Lina Yao 0001. CIKM 2024: 2900-2909 [doi]

Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent CodeZejun Zhang, Zhenchang Xing, Dehai Zhao, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2024: [doi]

Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language ModelsZejun Zhang, Zhenchang Xing, Xiaoxue Ren, Qinghua Lu 0001, Xiwei Xu 0001. pacmse, 1(FSE):1107-1128, 2024. [doi]

Privacy and Copyright Protection in Generative AI: A Lifecycle PerspectiveDawen Zhang, Boming Xia, Yue Liu, Xiwei Xu 0001, Thong Hoang, Zhenchang Xing, Mark Staples, Qinghua Lu 0001, Liming Zhu 0001. cain 2024: 92-97 [doi]

To be forgotten or to be fair: unveiling fairness implications of machine unlearning methodsDawen Zhang, Shidong Pan, Thong Hoang, Zhenchang Xing, Mark Staples, Xiwei Xu 0001, Lina Yao 0001, Qinghua Lu 0001, Liming Zhu 0001. aiethics, 4(1):83-93, February 2024. [doi]

2023

Developing Responsible Chatbots for Financial Services: A Pattern-Oriented Responsible Artificial Intelligence Engineering ApproachQinghua Lu 0001, Yuxiu Luo, Liming Zhu 0001, MingJian Tang 0001, Xiwei Xu 0001, Jon Whittle 0001. expert, 38(6):42-51, November - December 2023. [doi]

Operationalizing Responsible AI at Scale: CSIRO Data61's Pattern-Oriented Responsible AI Engineering ApproachQinghua Lu 0001, Liming Zhu 0001, Xiwei Xu 0001, Jon Whittle 0001, Didar Zowghi, Aurelie Jacquet. CACM, 66(7):64-66, July 2023. [doi]

A First Look into Blockchain DAOsQin Wang 0008, Guangsheng Yu, Yilin Sai, Caijun Sun, Lam Duc Nguyen, Xiwei Xu 0001, Shiping Chen 0001. icbc2 2023: 1-3 [doi]

A Referable NFT SchemeQin Wang 0008, Guangsheng Yu, Shange Fu, Shiping Chen 0001, Jiangshan Yu, Xiwei Xu 0001. icbc2 2023: 1-6 [doi]

Unveiling the Tricks: Automated Detection of Dark Patterns in Mobile ApplicationsJieshan Chen, Jiamou Sun, Sidong Feng, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001, Chunyang Chen. uist 2023: [doi]

Analyzing the Performance of the Inter-Blockchain Communication ProtocolJoão Otávio Massari Chervinski, Diego Kreutz, Xiwei Xu 0001, Jiangshan Yu. dsn 2023: 151-164 [doi]

Adversarial dual autoencoders for trust-aware recommendationManqing Dong, Lina Yao 0001, Xianzhi Wang 0001, Xiwei Xu 0001, Liming Zhu. nca, 35(18):13065-13075, June 2023. [doi]

Let's Chat to Find the APIs: Connecting Human, LLM and Knowledge Graph through AI ChainQing Huang, Zhenyu Wan, Zhenchang Xing, Changjing Wang, Jieshan Chen, Xiwei Xu 0001, Qinghua Lu 0001. ASE 2023: 471-483 [doi]

PCR-Chain: Partial Code Reuse Assisted by Hierarchical Chaining of Prompts on Frozen CopilotQing Huang, Jiahui Zhu, Zhilong Li, Zhenchang Xing, Changjing Wang, Xiwei Xu 0001. ICSE 2023: 1-5 [doi]

Still Confusing for Bug-Component Triaging? Deep Feature Learning and Ensemble Setting to RescueYanqi Su, Zheming Han, Zhipeng Gao, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001. IWPC 2023: 316-327 [doi]

SoapOperaTG: A Tool for System Knowledge Graph Based Soap Opera Test GenerationYanqi Su, Zheming Han, Zhenchang Xing, Xiwei Xu 0001, Liming Zhu 0001, Qinghua Lu 0001. ICSE 2023: 51-54 [doi]

Silent Vulnerable Dependency Alert Prediction with Vulnerability Key Aspect ExplanationJiamou Sun, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001, Thong Hoang, Dehai Zhao. ICSE 2023: 970-982 [doi]

A Multi-faceted Vulnerability Searching Website Powered by Aspect-level Vulnerability Knowledge GraphJiamou Sun, Zhenchang Xing, Qinghua Lu 0001, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2023: 60-63 [doi]

Review-Incorporated Model-Agnostic Profile Injection Attacks on Recommender SystemsShiyi Yang, Lina Yao 0001, Chen Wang, Xiwei Xu 0001, Liming Zhu 0001. icdm 2023: 1481-1486 [doi]

Predicting NFT Classification with GNN: A Recommender System for Web3 AssetsGuangsheng Yu, Qin Wang 0008, Tanzeela Altaf, Xu Wang 0004, Xiwei Xu 0001, Shiping Chen 0001. icbc2 2023: 1-5 [doi]

Adaptive Resource Scheduling in Permissionless Sharded-Blockchains: A Decentralized Multiagent Deep Reinforcement Learning ApproachGuangsheng Yu, Xu Wang 0004, Wei Ni 0001, Qinghua Lu 0001, Xiwei Xu 0001, Ren Ping Liu, Liming Zhu 0001. tsmc, 53(11):7256-7268, November 2023. [doi]

Leveraging Architectural Approaches in Web3 Applications - A DAO Perspective FocusedGuangsheng Yu, Qin Wang 0008, Tingting Bi, Shiping Chen 0001, Xiwei Xu 0001. icbc2 2023: 1-6 [doi]

RIdiom: Automatically Refactoring Non-Idiomatic Python Code with Pythonic IdiomsZejun Zhang, Zhenchang Xing, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2023: 102-106 [doi]

Faster or Slower? Performance Mystery of Python Idioms Unveiled with Empirical EvidenceZejun Zhang, Zhenchang Xing, Xin Xia 0001, Xiwei Xu 0001, Liming Zhu 0001, Qinghua Lu 0001. ICSE 2023: 1495-1507 [doi]

SeeHow: Workflow Extraction from Programming Screencasts through Action-Aware Video AnalyticsDehai Zhao, Zhenchang Xing, Xin Xia 0001, Deheng Ye, Xiwei Xu 0001, Liming Zhu 0001. ICSE 2023: 1946-1957 [doi]

Meta-learning for Estimating Multiple Treatment Effects with ImbalanceGuanglin Zhou, Lina Yao 0001, Xiwei Xu 0001, Chen Wang 0008, Liming Zhu 0001. wise 2023: 886-895 [doi]

Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender SystemsGuanglin Zhou, Chengkai Huang, Xiaocong Chen, Xiwei Xu 0001, Chen Wang, Liming Zhu 0001, Lina Yao. CIKM 2023: 3564-3573 [doi]

2011

A resource-oriented architecture for business process systemsXiwei Xu 0001. PhD thesis, University of New South Wales, Sydney, Australia, 2011. [doi]

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