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title=GitHub><span class=icon><i class='fa fa-github'></i></span></a> 13<a href=https://www.youtube.com/channel/UCR5uh7dGGp6wRP2O4e7NqJw class="link-item is-hidden-desktop" title=YouTube><span class=icon><i class='fa fa-youtube'></i></span></a></div></div><div class=mulu><div class=dong></div><div class=zhi><div class=wenzi><div class="zhi-mulu text-wbd">Table of Contents</div><div class=mulu-items></div></div></div></div><div class=other><div class=other-up><div class="other-qita text-wbd">latest Posts</div><div class=xian></div></div><div class=list><a href=https://raux.github.io/deadlines/><a href=https://raux.github.io/deadlines/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/default.jpg)></div></div><div class=list-right><div class=other-title>Deadline Board</div><div class=other-summary></div><div class=other-date>2026-9-12</div></div></div></a></a><a href=https://raux.github.io/papers/><a href=https://raux.github.io/papers/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/default.jpg)></div></div><div class=list-right><div class=other-title>Research Deck</div><div class=other-summary></div><div class=other-date>2026-9-9</div></div></div></a></a><a href=https://raux.github.io/posts/hobbies-and-projects/><a href=https://raux.github.io/posts/hobbies-and-projects/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/default.jpg)></div></div><div class=list-right><div class=other-title>Hobbies and Projects</div><div class=other-summary><p>This page brings together links to personal and AI-inspired ideas that I have been exploring through both my research and personal interests. It provides a space to share ongoing projects, experiments, and creative work that connect my academic interests with the technologies and ideas I enjoy pursuing in my own time.</p></div><div class=other-date>2026-8-3</div></div></div></a></a><a href=https://raux.github.io/posts/first-post/><a href=https://raux.github.io/posts/first-post/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/shonan.jpg)></div></div><div class=list-right><div class=other-title>News</div><div class=other-summary></div><div class=other-date>2025-10-26</div></div></div></a></a><a href=https://raux.github.io/posts/projects/><a href=https://raux.github.io/posts/projects/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/midnight.jpg)></div></div><div class=list-right><div class=other-title>My Research Themes</div><div class=other-summary></div><div class=other-date>2025-1-26</div></div></div></a></a><a href=https://raux.github.io/posts/students/><a href=https://raux.github.io/posts/students/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/kipuri.jpg)></div></div><div class=list-right><div class=other-title>Service, Grants, Students and Teaching</div><div class=other-summary></div><div class=other-date>2025-1-25</div></div></div></a></a><a href=https://raux.github.io/posts/publications/><a href=https://raux.github.io/posts/publications/><div class=list-item><div class=icon-other-root><div class=icon-other style=background-image:url(/images/library.jpg)></div></div><div class=list-right><div class=other-title>Profiles, Publications and Everything in Between</div><div class=other-summary></div><div class=other-date>2025-1-19</div></div></div></a></a></div></div></div><div id=r2></div></div></div></div></div></div></div></div><footer class=footer><div class=container><div class=footer-items><div class=footer-item><i class="fa fa-user"></i> <span id=busuanzi_value_site_pv></span> | 14<i class="fa fa-eye"></i> <span id=busuanzi_value_site_uv></span></div><div class=footer-item>© 2023-2026 <a href></a></div><div class=footer-item>Theme by <a href=https://github.com/xioyito/NewBee>NewBee</a> | Powered by <a href=https://gohugo.io/>Hugo</a></div></div></div></footer><div class=search-root><div class=search-zz></div><div class=search><div class="sheader anniu"><div class=sh-l><input type=text placeholder='Enter a KeyWord' id=search-key> 15<span class=sclear><i class="fa fa-close"></i></span></div><div class=sh-r><button>
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15<script type=text/javascript>var mode_custom="auto",postsCount=7,arrPosts=[{link:"https://raux.github.io/deadlines/",plain:"",pubDate:"2026-09-12",title:"Deadline Board"},{link:"https://raux.github.io/papers/",plain:"",pubDate:"2026-09-09",title:"Research Deck"},{link:"https://raux.github.io/posts/hobbies-and-projects/",plain:`This page brings together links to personal and AI-inspired ideas that I have been exploring through both my research and personal interests. It provides a space to share ongoing projects, experiments, and creative work that connect my academic interests with the technologies and ideas I enjoy pursuing in my own time. 16Agentic Video Games of My Childhood Kuga Invaders â An original Space Invaders-style browser game built with JavaScript, D3.js, and SVG. It combines testable game-state simulation with D3-powered rendering, responsive keyboard and mobile controls, anime-inspired enemies, an Overdrive scoring system, synthesized audio, progressive difficulty, offline PWA support, and automated tests. 17CityUber â An elevator-inspired public-transport simulation set on a stylized Port Moresby map. The player manually dispatches two CityLift vehicles while competing against an adaptive rival AI that responds to passenger demand, waiting times, traffic, and score. It features editable stop queues, passenger simulation, traffic-aware routing, accessibility and energy scoring, responsive SVG animation, and deterministic tests. 18Kuga Man â An original, asset-free maze-chasing game built with vanilla HTML, CSS, and JavaScript. Players collect data dots and power cores while avoiding four Glitch Guards with distinct targeting personalities. It includes responsive Canvas graphics, keyboard and touch controls, power mode, score multipliers, persistent high scores, sound, and no external dependencies. 19Tower Agents â An experimental, mobile-first programming game about operating a living high-rise with AI coding agents. Players describe goals such as reducing waiting time, improving accessibility, or saving energy; specialist agents then propose sandboxed strategy changes, test them through deterministic simulations, explain metric trade-offs, and support diff review, approval, rejection, and rollback. 20Personal AI Tools PDF Sadoku â AI-assisted PDF Reviewer â A calm, local-first workspace for reviewing PDFs and placing constructive notes directly on manuscripts. It supports precise annotations, separate author-facing and private comments, AI-assisted page review and comment refinement through Pi, annotation filtering, and export to Markdown, JSON, or a flattened annotated PDF while keeping documents and credentials within a privacy-conscious local boundary. `,pubDate:"2026-08-03",title:"Hobbies and Projects"},{link:"https://raux.github.io/posts/first-post/",plain:`Check out my Link X social media, Link LinkedIn, and Link GitHub profile. 21Ongoing Activities\u0026hellip; List up community activities: 22Link Software Engineering SE Core Conferences 2026 Organizing Link Shonan: Envisioning the Future of (eXtended Reality) Software Engineering 23Link AI Summer School in Papua New Guinea: BRIDGES2026 24Link Program Co-Chairs for VISSOFT2026 25Link Program Co-Chair for SNPD2026 26Program Co-Chair for IPSJ Taikai2026 272026 Invited Talks, Retreats and Workshops Link Invited Keynote Speaker for SIML 2026 28The University of Osaka, IST Retreat. 29Link Speinshart Scientific Center for AI and SuperTech Workshop: AI in a Fragmented World: Navigating Trade-offs Across Disciplines and Cultures 30Link Shonan 228: Envisioning the Future of (eXtended Reality) Software Engineering 31Link Shonan 257: Crafting the Future of Developer Experience 322026 Papers and Awards Link Published TSE Paper! \u0026ldquo;Self-admitted GenAI usage in open-source software\u0026rdquo; 33Link Accepted EMSE Paper! \u0026ldquo;Security by documentation? characterizing GitHub SECURITY.md policy and their adoption in Python libraries\u0026rdquo; 34Link Accepted TOSEM Paper! \u0026ldquo;BonsAIDE: An Extended Vision for Human-AI Interaction in IDEs\u0026rdquo; 35Link Accepted Workshop Paper! \u0026ldquo;
35Forecasting Developer Environments with GenAI: A Research Perspective\u0026rdquo; 36Link Accepted MSR2026 Full Paper! \u0026ldquo;An Empirical Study of Policy as Code: Adoption, Purpose, and Maintenance\u0026rdquo; 37Accepted MSR2026 Challenge Paper! \u0026ldquo;Humans Integrate, Agents Fix: How Agent-Authored Pull Requests Are Referenced in Practice\u0026rdquo; 38Accepted MSR2026 Challenge Paper! \u0026ldquo;When is Generated Code Difficult to Comprehend? Assessing AI Agent Python Code Proficiency in the Wild\u0026rdquo; 392025 Organizing and Attending Link Done and Dusted! Program Co-Chairs for VISSOFT2025 40Link Done and Dusted! Doctoral Symposium Co-Chair for ICSME2025 41Link Done and Dusted! Publicity Co-Chair for CoopIS2025 42Link Done and Dusted! Japanese SES Committee 43Link Done and Dusted! Shonan: The Future of Development Environments with AI Foundation Models 442025 Invited Talks Link Invited Talk for WSSE2025 Invited Talk - Software Ecosystems: Where Do We Go From Here? 45Link Invited Talk for Invited Talk at 1st African Winter School on Software Engineering \u0026amp; AI - Collaborations Result in Diverse Thinking, Novelty and Different Perspectives 46Link Invited Talk for the ICSE2025 New Faculty Symposium - Collaborations Result in Diverse Thinking, Novelty and Different Perspectives, 47Slides Invited Keynote for 第6忬¡ä¸ä»£ã½ããã¦ã§ã¢ã¨ã³ã·ã¹ãã ã¯ã¼ã¯ã·ã§ãã - What are Developer Coding Skills? Past, Present, Future, NAIST, Japan 48Link Invited Paper for the SEBot Workshop with ICSE - Reducing Alert Fatigue via AI-Assisted Negotiation: A Case for Dependabot 49Link Invited Talk for the ICSE2025 New Faculty Symposium - Collaborations Result in Diverse Thinking, Novelty and Different Perspectives, 50Invited Talk for Singapore Management University - Software Ecosystems. 512025 Papers and Awards Link Accepted Vision Paper to the 2030 Software Engineering Workshop \u0026lsquo;Interacting with AI Reasoning Models: Harnessing \u0026ldquo;Thoughts\u0026rdquo; for AI-Driven Software Engineering\u0026rsquo; 52Link Accepted Vision Paper to the 2030 Software Engineering Workshop \u0026lsquo;Rethinking Reuse in Dependency Supply Chains: Initial Analysis of NPM packages at the End of the Chain\u0026rsquo; 53Link Accepted Vision Paper to the 2030 Software Engineering Workshop \u0026lsquo;Open Source at a Crossroads: The Future of Licensing Driven by Monetization\u0026rsquo; 54Link Accepted Vision Paper to the 2030 Software Engineering Workshop \u0026lsquo;
54The Shift from Writing to Pruning Software: A Bonsai-Inspired IDE for Reshaping AI Generated Code\u0026rsquo; 55Link Awarded and Congrats to Thongtanunam et al. on the Most Influential Paper award for SANER2025!Who should review my code? SANER2015 56Link Congrats Youmei et al. on EMSE paper! Developer Reactions to Protestware in Open Source Software: The cases of color. js and es5. ext. Empirical Software Engineering 57Link Congrats Yoshioka et al. on MSR Mining Challenge 2025 Paper 58Link Congrats Tanaka et al. on MSR Mining Challenge 2025 paper! 59Link Congrats Kancharoendee et al. on SANER Short paper! On Categorizing Open Source Software Security Vulnerability Reporting Mechanisms on GitHub 602024 Link Awarded the Most Influential Paper with co-authors, Visualizing the evolution of systems and their library dependencies, IEEE 12th International Workshop on Visualizing Software for Understanding and Analysis (VISSOFT2024) 61Link Done and Dusted! WIREDS24 62Link Done and Dusted! Shonan 207 63Link Started working at The University of Osaka! joined Higo Lab 64`,pubDate:"2025-10-26",title:"News"},{link:"https://raux.github.io/posts/projects/",plain:`My work now fits into these three buckets and depending on the collaboration, it can be more or less. 65Theme I: Software as Ecosystems Nowadays software is not built in isolation, we rely on many third-party library dependencies and frameworks to use functionality. Problems arise when developers struggle to manage these dependencies. My research interests span the themes of the holistic concept of that these dependencies form ecosystems that evolve and intetwine together over time. With the rise of library package ecosystems, I conduct empirical analysis of software ecosystems such as Maven for Java, NPM for JavaScript, and PyPI for Python. 66Theme II: Developer Proficiency as Code We take the concept of lingustic frameworks for assessing an individual natural language skill applied to how developers are writing this code. Defined as code proficiency, I am particularly interested in the role of developer proficiency through understanding how they code. We would like to measure developers skill based on the code, how the code can also be used as a signalling device for collaborators. We investigate how educators are teaching programming languages, and how developers try to move from basic coding concepts to more complex structures. Currently, we focus on the Python programming language and Pythonic code. 67Theme III: Bridging Developers Across Societies Software development is now a global society. This research field aims to understand how developer from emerging nations like Papua New Guinea integrate software engineering into their society. I host international collaborators, workshops and internships with a global perspective. 68`,pubDate:"2025-01-26",title:"My Research Themes"},{link:"https://raux.github.io/posts/students/",plain:`Shonan Meetings Attended Shonan meetings #:70, 99, 191, 194, 192, 176, 69I have been hosting some Shonan Meetings #: 207, 222 70International Workshop on Intertwining Research \u0026amp; Education on Software (WIREDS) Software powers our everyday lives. The First International Workshop on Intertwining Research \u0026amp; Education on Software (WIREDS2024) is a pioneering initiative designed to bridge the gap between research and education within the Japanese software community to bring top class research to the global community. 71https://wireds2024.github.io/ 72International Workshop on BRIdging the Divides with Globally Engineered Software (BRIDGES) I have also active in promoting Software Engineering to the emerging countries. In 2019, We organized a workshop for Software Engineering in the Pacific. 73https://naist-se.github.io/PNG-BRIDGES/ 74International Collaborations My research is not complete without different perspectives from top researchers. University of Melbourne (Australia), University of Waterloo (Canada), Ecole de techologie superieure Montreal (Canada), McGill University (Canada), Universidad Rey Juan Carlos (Spain) to name a few. 75University Projects Osaka Univ. Projects Internships Programs with International Universities We have built collaborations with Mahidol University, Kasetsart University, Chiang Mai, Mahasiswa Universitas Muhammadiyah Surakarta Indonesia, and University of Technology in Papua New Guinea NAIST Projects PBL Programs (2020~) I have been involved in Program Based Learning for master students. We have entered a programming contest, written registered reports and created a curriculum for high school students. 76High School Internship Program (2021~) We provided an opportunity for high school students to learn advanced research topics in research. The outcome was students learning basic programming in Python and the ability to build algorithms to play the Othello game. 77Internships Programs with International Universities We have built collaborations with Mahidol University, Kasetsart University, Chiang Mai, which has results in students that have become members of the laboratory. Recently have been working with Mahasiswa Universitas Muhammadiyah Surakarta Indonesia, and University of Technology in Papua New Guinea to start-up their internship programs. 78My Community Service SIGSOFT Information Director (2018\u0026ndash;2024) Link Steering Committee for International Conference on Program Comprehension (ICPC 2023\u0026ndash;2026) Link SIGSOFT CARES Committee Member Link IEEE TSE Social Media Editorial Board Member (2023\u0026ndash;) Link Springer Empirical Engineering Editoral Board Member (2019 \u0026ndash;
78) Link Journal of Software and Systems Editorial Member (2019) Link IEEE Society Member ACM Member IPSJ Society Member My Grants PI A Social Developer Digital Footprint for Skills Proficiency: Grant-in-Aid for Early-Career Scientists 79PI AI Detection of Protestware: JST - ReNewMAP (Researcher New-mode Mobility Accelerator Program) 80Co-PI Fundamental and Innovative Technologies for Next-Generation Software Ecosystems: Grant-in-Aid for Scientific Research (S) 81Co-PI Develping Infrastructure for Software Ecosystem Analysis Using SPDX: Grant-in-Aid for Scientific Research (B) 82Co-PI Evaluation of Risk and Soundness of Open Source Software: Grant-in-Aid for Scientific Research (A) 83My Student Co-Supervision since 2018 Twenty doctoral students since 2018 â fifteen graduated, five in progress â as co-supervisor and on their committees. They are now across Japan, China, Thailand, Indonesia and Bangladesh, in universities and in industry. 84Graduated 15 SO2019Saya Onoue\u0026mdash; TH2020Toshiki HiraoFounder \u0026 CEO, dTosh Inc. SR2020Shade RuangwanResearcher, Fujitsu Research YS2020Yusuf Sulistyo NugrohoLecturer, Universitas Muhammadiyah Surakarta BC2021Bodin ChinthanetSenior Data Scientist, TAO BIN KN2021Keitaro NakasaiLecturer, Kindai University DW2022Dong WangAssociate Professor, Tianjin University SI2022Syful IslamAssistant Professor, Gopalganj Science \u0026 Technology University YU2022Yuki Ueda\u0026mdash; PT2022Pattaraporn Tulathum\u0026mdash; SS2023Supavas Sitthithanasakul\u0026mdash; SW2024Supatsara WattanakriengkraiResearcher, NAIST IR2024Ifraz Rehman\u0026mdash; TX2024Tao XiaoAssistant Professor, Kyushu University YF2025Youmei FanAssistant Professor, NAIST SO2019Saya Onoue\u0026mdash; TH2020Toshiki HiraoFounder \u0026 CEO, dTosh Inc. SR2020Shade RuangwanResearcher, Fujitsu Research YS2020Yusuf Sulistyo NugrohoLecturer, Universitas Muhammadiyah Surakarta BC2021Bodin ChinthanetSenior Data Scientist, TAO BIN KN2021Keitaro NakasaiLecturer, Kindai University DW2022Dong WangAssociate Professor, Tianjin University SI2022Syful IslamAssistant Professor, Gopalganj Science \u0026 Technology University YU2022Yuki Ueda\u0026mdash; PT2022Pattaraporn Tulathum\u0026mdash; SS2023Supavas Sitthithanasakul\u0026mdash; SW2024Supatsara WattanakriengkraiResearcher, NAIST IR2024Ifraz Rehman\u0026mdash; TX2024Tao XiaoAssistant Professor, Kyushu University YF2025Youmei FanAssistant Professor, NAIST Now supervising 5 AHD3Ani HovhannisyanNAIST RRD3Ruksit RojpaisarnkitNAIST LND3Lenz NeritNAIST PJD2Pongchai JaisriNAIST IFD2Indira FebriyantiNAIST AHD3Ani HovhannisyanNAIST RRD3Ruksit RojpaisarnkitNAIST LND3Lenz NeritNAIST PJD2Pongchai JaisriNAIST IFD2Indira FebriyantiNAIST Graduated (15) Saya Onoue (2019), Toshiki Hirao (2020), Shade Ruangwan (2020), Yusuf Sulistyo Nugroho (2020), Bodin Chinthanet (2021), Keitaro Nakasai (2021), Dong Wang (2022), Syful Islam (2022), Yuki Ueda (2022), Pattaraporn Tulathum (2022), Supavas Sitthithanasakul (2023), Supatsara Wattanakriengkrai (2024), Ifraz Rehman (2024), Tao Xiao (2024), Youmei Fan (2025) 85Current (5) Doctoral students I co-supervise at NAIST, where I am an Affiliate Professor: Ani Hovhannisyan, Ruksit Rojpaisarnkit, Lenz Nerit, Pongchai Jaisri, Indira Febriyanti 86Teaching Summary of my teaching in NAIST. I currently teach two classes: 87(2018~2022). Fundamentals of Programming (ããã°ã©ãã³ã°æ¼ç¿ (3002)). First, we taught the C programming language, but since 2019, we started teaching the Python programing language for beginners. My class introduces the how to use Python third-party libraries (PyPI) in their more advanced classes. 88(2018~) Software Engineering course (ã½ããã¦ã§ã¢å·¥å¦ (4006)). I teach three classes of Software Engineering fundamentals, related to Software Management using software repositories, software documentation and communication, and then trends in Software Engineering research and Open-Source Software. 89`,pubDate:"2025-01-25",title:"Service, Grants, Students and Teaching"},{link:"https://raux.github.io/posts/publications/",plain:`Profiles ORCID - 0000-0003-2324-0608 ResearchMap KAKENHI JSPS - 80749094 Publications You can see my full publication lists at Google Scholar, DBLP, and researchmap 90Google Scholar DBLP Keynotes Kula, R. G. (2024, July). The Ever-Evolving Promises of Data in Software Ecosystems: Models, AI, and Analytics (Keynote). In Proceedings of the 20th International Conference on Predictive Models and Data Analytics in Software Engineering (pp. 1-1). Raula Gaikovina Kula, âTo Sustain a Smart, Dependent and Social Software Ecosystem (Mini-Keynote),â 2021 Mining Softw
90are Repositories Conference, Online, 19 May 2021. Invited International Talks Raula Gaikovina Kula, What do we know about Libraries and Their Dependencies? Never Work in Theory, April 25th 2023. Raula Gaikovina Kula, Intelligent Software Updates: Leveraging the Software Ecosystem to Support when to update library dependencies,â Polytechnique Montréal, Canada, 13 March 2020. Raula Gaikovina Kula, âIntelligent Software Updates: Software Ecosystem Support for library updates,â Queens University, Canada., 10 March 2020. Raula Gaikovina Kula, âIntelligent Software Updates: Leveraging the Software Ecosystem to Support when to update library dependencies,â Invited talk for Montreal SE Community, Ãcole de technologie supérieure Montreal, Canada, 6 February 2020 Raula Gaikovina Kula, \u0026ldquo;Intelligent Software Updates: Software Ecosystem Support to update library dependencies,\u0026rdquo; Concordia University, Canada, 5 February 2020 Tutorial Talks Asia Pacific Young Researchers Track: SANER2019, âIntelligent Software Updates: Leveraging the Software Ecosystem to Support when to update library dependencies,â 24th-27th February 2019. âIntelligent Software Updates: Software Ecosystem Support for library updates,â Mahidol University, Thailand, 3rd November 2018. NAIST and Thailand Symposium, âShort-term Internship Projects in Software Engineering: Experience, Outcomes and Perspectivesâ, Kasetsart University, Thailand, 3rd November 2018. The 56th CREST Open Workshop (Code Review and Continuous Inspection/Integration), âThe Work Space of a Reviewer in Modern Code Reviewâ, London, England, 2017. SES SIGSE2017 - Special International Track on Software Analytics - âOn Updating Library Dependencies in OSS Projectsâ, Tokyo, Japan, 2017 Published Datasets To promote Open Science, our research group, in collaboration with our partners, consistently strives to make our datasets available. Here is a summary of the datasets, and the different publications associated with them. 912023 18 million links in commit messages: purpose, evolution, and decay - . The dataset contains 18,201,165 links from commits in 23,110 GitHub repositories. 92Understanding the role of external pull requests in the NPM ecosystem - , GitHub repo 93Does the first response matter for future contributions? A study of first contributions GitHub repo 94Understanding the Role of Images on Stack Overflow - Anon 4 Open Science 95Intertwining Communities: Exploring Libraries that Cross Software Ecosystems - `,pubDate:"2025-01-19",title:"Profiles, Publications and Everything in Between"}],search_theEnd="The End",search_nothing="Nothing was found",search_found="Found",search_result="result",search_results="results",enable_mermaid=null</script>
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.