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    iSMELL: Assembling LLMs with Expert Toolsets for Code Smell Detection and Refactoring by Wu, Di, Mu, Fangwen, Shi, Lin, Guo, Zhaoqiang, Liu, Kui, Zhuang, Weiguang, Zhong, Yuqi, Zhang, Li

    ISSN: 2643-1572
    Published: ACM 27.10.2024
    “… They can analyze project structures and contextual information in-depth, access global code repositories, and utilize advanced code analysis techniques…”
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    Conference Proceeding
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    Closing the Gap Between Sensor Inputs and Driving Properties: A Scene Graph Generator for CARLA by Woodlief, Trey, Toledo, Felipe, Elbaum, Sebastian, Dwyer, Matthew B.

    ISSN: 2574-1934
    Published: IEEE 27.04.2025
    “…The software engineering community has increasingly taken up the task of assuring safety in autonomous driving systems by applying software engineering principles to create techniques to develop…”
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    Conference Proceeding
  5. 5

    A Large-Scale Study of Model Integration in ML-Enabled Software Systems by Sens, Yorick, Knopp, Henriette, Peldszus, Sven, Berger, Thorsten

    ISSN: 0270-5257, 1558-1225
    Published: IEEE 26.04.2025
    “… While software engineering traditionally focused on manually created code artifacts with dedicated processes and architectures, ML-enabled systems require additional data-science methods and tools…”
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    Conference Proceeding
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    Pattern-Based Generation and Adaptation of Quantum Workflows by Beisel, Martin, Barzen, Johanna, Leymann, Frank, Stiliadou, Lavinia, Vietz, Daniel, Weder, Benjamin

    ISSN: 1558-1225
    Published: IEEE 26.04.2025
    “…Building quantum applications requires deep knowledge of quantum computing and software engineering…”
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    Conference Proceeding
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    Distilling Reference Architectures from Open Source Repositories by Tran, Thi Dinh

    ISSN: 2574-1934
    Published: IEEE 27.04.2025
    “…Reference architectures (RAs) play a crucial role in simplifying and speeding up the design and evolution of software systems across various domains…”
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    Conference Proceeding
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    Datalog-Based Language-Agnostic Change Impact Analysis for Microservices by Shi, Qingkai, Xie, Xiaoheng, Fu, Xianjin, Di, Peng, Li, Huawei, Zhou, Ang, Fan, Gang

    ISSN: 1558-1225
    Published: IEEE 26.04.2025
    “…The shift-left principle in the industry requires us to test a software application as early as possible…”
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    Conference Proceeding
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    A Catalog of Micro Frontends Anti-Patterns by da Silva, Nabson Paiva Souza, Rodrigues, Eriky, Conte, Tayana

    ISSN: 1558-1225
    Published: IEEE 26.04.2025
    “… Drawing on both established microservice (MS) anti-patterns and the analysis of real problems faced by software development teams that adopt MFE, this paper presents a catalog of 12 MFE anti-patterns…”
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    Conference Proceeding
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    EXPRESS 2.0: An Intelligent Service Management Framework for AIoT Systems in the Edge by Xu, Jia, Liu, Xiao, Pan, Wuzhen, Li, Xuejun, Yao, Aiting, Yang, Yun

    ISSN: 2643-1572
    Published: IEEE 11.09.2023
    “…AIoT (Artificial Intelligence of Things) which integrates AI and IoT has received rapidly growing interest from the software engineering community in recent years…”
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    Conference Proceeding
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    FIXDRIVE: Automatically Repairing Autonomous Vehicle Driving Behaviour for $0.08 per Violation by Sun, Yang, Poskitt, Christopher M., Wang, Kun, Sun, Jun

    ISSN: 1558-1225
    Published: IEEE 26.04.2025
    “…Autonomous Vehicles (AVs) are advancing rapidly, with Level-4 AVs already operating in real-world conditions. Current AVs, however, still lag behind human…”
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    Conference Proceeding
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    Invited: Automated Code generation for Information Technology Tasks in YAML through Large Language Models by Pujar, Saurabh, Buratti, Luca, Guo, Xiaojie, Dupuis, Nicolas, Lewis, Burn, Suneja, Sahil, Sood, Atin, Nalawade, Ganesh, Jones, Matt, Morari, Alessandro, Puri, Ruchir

    Published: IEEE 09.07.2023
    “…The recent improvement in code generation capabilities due to the use of large language models has mainly benefited general purpose programming languages…”
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    Conference Proceeding
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    Microservice Decomposition Techniques: An Independent Tool Comparison by Wang, Yingying, Bornais, Sarah, Rubin, Julia

    ISSN: 2643-1572
    Published: ACM 27.10.2024
    “…The microservice-based architecture - a SOA-inspired principle of dividing systems into components that communicate with each other using language-agnostic APIs - has gained increased popularity in industry…”
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    Conference Proceeding
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    Distilled Lifelong Self-Adaptation for Configurable Systems by Ye, Yulong, Chen, Tao, Li, Miqing

    ISSN: 1558-1225
    Published: IEEE 26.04.2025
    “…Modern configurable systems provide tremendous opportunities for engineering future intelligent software systems…”
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    Conference Proceeding
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    Towards Realistic, Applicable and Feasible Configuration-Aware Performance Modeling by Xia, Yuanjie

    ISSN: 2574-1934
    Published: IEEE 27.04.2025
    “…In modern software systems, configurability has become essential for optimizing performance across varying scenarios and user demands…”
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    Conference Proceeding
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    Adaptive REST API Testing with Reinforcement Learning by Kim, Myeongsoo, Sinha, Saurabh, Orso, Alessandro

    ISSN: 2643-1572
    Published: IEEE 11.09.2023
    “…Modern web services increasingly rely on REST APIs. Effectively testing these APIs is challenging due to the vast search space to be explored, which involves…”
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    Conference Proceeding
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    Caffeine: Towards uniformed representation and acceleration for deep convolutional neural networks by Chen Zhang, Zhenman Fang, Peipei Zhou, Peichen Pan, Jason Cong

    ISSN: 1558-2434
    Published: ACM 01.11.2016
    “… In this paper we design and implement Caffeine, a hardware/software co-designed library to efficiently accelerate the entire CNN on FPGAs…”
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    Conference Proceeding
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    Semantic-aware Source Code Modeling by Ding, Yangruibo

    ISSN: 2643-1572
    Published: ACM 27.10.2024
    “… software development life cycle.Although existing code modeling approaches, particularly those underpinned by Transformer-based language models, have demonstrated effectiveness across various software engineering tasks, most of them…”
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    Conference Proceeding
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    Towards Self-Adaptive Machine Learning-Enabled Systems Through QoS-Aware Model Switching by Kulkarni, Shubham, Marda, Arya, Vaidhyanathan, Karthik

    ISSN: 2643-1572
    Published: IEEE 11.09.2023
    “…). However, numerous software engineering challenges persist in propelling these MLS into production, largely due to various run-time uncertainties that impact the overall Quality of Service (QoS…”
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    Conference Proceeding
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    Vehicle Domain-Specific Language: Unifying Modeling and Code Generation for Low-Code Automotive Development by Liao, Lei, Wang, Junjie, Xu, Zhensheng, Mu, Fangwen, Yang, Yukun

    ISSN: 2643-1572
    Published: ACM 27.10.2024
    “… While model-based system engineering is prevalent in automotive software development, its application is typically confined to the requirements and design phases, with manual coding still dominating…”
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    Conference Proceeding