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Aktivitäten
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Jürgen Cito hat dies geteiltWe’re hiring a Tenure-Track Assistant Professor in Software Engineering at TU Wien Informatics! You’ll be working as part of the excellent Software Engineering group with Maria Christakis, Stefan Biffl, Rene Roepke, and me in a very active research environment. Having gone through the tenure track here myself, I can strongly recommend it! The environment is both supportive and ambitious. 👉 Details & application: https://lnkd.in/eHZKgyYq Feel free to reach out if you have questions
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Jürgen Cito hat dies repostetJürgen Cito hat dies repostetJürgen Cito Congratulations on becoming a full professor at Technische Universität Wien 🎉 Also to Peter Knees and Tobias Fiebig Great discussions at Technische Universität Wien as always.
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Jürgen Cito hat dies geteiltI'm excited to share that I’ve been promoted to Full Professor at TU Wien Informatics 🎉 (If you're in Vienna, you're welcome to join my Inaugural Lecture on the *Future of Software Engineering with AI* on April 27, see below) This milestone would not have been possible without the outstanding students, collaborators, and colleagues I’ve had the privilege of working with over the years (and learning from on a daily basis). Our work in software engineering and AI has grown in a strongly collaborative setting, from joint projects and industry collaborations to competitive research funding and publications across top venues. I’m very grateful to everyone who has been part of this journey.Jürgen Cito hat dies geteiltJoin us for this year's #InauguralLectures, where we welcome Jürgen Cito, Tobias Fiebig, and Peter Knees to the faculty as full Professors! We’re thrilled to welcome you to an inspiring evening of #Research and #Networking, which will be opened with introductory words from Vienna University of Technology's Vice Rector Academic Affairs, Jasmin Gründling-Riener, and moderated by TU Wien Informatics Dean Gerti Kappel. From the future of the internet to #DigitalHumanism: Get to know Jürgen Cito, Tobias Fiebig, and Peter Knees, and discover their exciting fields of research! 📅 When? **Monday, April 27, 17:00** 📌Where? **Informatikhörsaal, Treitlstraße 3, 1040 Vienna** Get to know our Professors and faculty members, and join us for drinks, refreshments, and networking after the lectures! Details about the lectures: 👉 https://lnkd.in/d96jhaNf We look forward to seeing you there! #Professors #PublicLecture #Community #Informatics 📸 ©️Normform / stock.adobe.com
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Jürgen Cito hat dies repostetJürgen Cito hat dies repostet(Job posting) Do you love building AI/ML models across a wide range of research topics? Are you interested in extending your expertise much beyond your field of training? TU Wien is starting a university-wide AI/ML service center, dataTUdiscovery (https://lnkd.in/dHSn6R6P), which I will be heading, in addition to my academic career. We are now looking for two senior scientists/postdocs who want to run the center, i.e., develop AI/ML workflows in collaboration with the many experimental and applied researchers at TU Wien. It‘s a fantastic opportunity to build a very broad, interdisciplinary AI/ML portfolio. Computer science background: https://lnkd.in/d9CQpmup Science/engineering background: https://lnkd.in/dv8xvc7T Feel free to apply to both with the same application documents if you cannot decide between them. We can only consider applications through the official job portal, and until March 5th; please do not apply via DM or email. Very much looking forward to hearing from you if you have an excellent track record in AI/ML, and are looking to move to Vienna as soon as possible.
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Jürgen Cito hat dies repostetJürgen Cito hat dies repostetNew year, new chapter - I'm starting to look for a new role! So if you're hiring, or know of somewhere you'd think would be a good fit, hit me up! Reposts also appreciated 🫶 I'm a London-based principal/VP level engineer, full-stack by trade but generally pretty flexible on the tech side. Why me? - Among top 100 developer on GitHub (out of 150M+ users) - 10+ wins on global hackathons - Top 1% helper on StackOverflow - 1M+ lines of open source code hand-written - 1M+ annual unique users across my websites - 10M+ downloads on DockerHub - 10k+ subscribers to developer blogs - Featured in OpenUK Honors List 2025 - GitHub Accelerator alumni, and member of the GH maintainer network - Ranked num 1 female open source contributor worldwide 📃 I'll drop my CV here: https://cv.aliciasykes.com 🐙 And, my GitHub is: https://github.com/lissy93 I'm from a consulting background (ex-Accenture and AND Digital). I'm very (very very) strong technically, but also love tackling tricky challenges, working through ambiguity, mentoring engineers, and helping teams deliver meaningful outcomes at scale The things which are most important to me are, the tech, culture, diversity and impact.
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Jürgen Cito hat dies geteiltYu Huang (Vanderbilt University) and I are serving as co-chairs of the Ideas, Visions, and Reflections (IVR) Track at FSE 2026. The submission deadline has just passed, and we received a record-high 115 submissions! To ensure a high-quality and fair review process, we are expanding the IVR Program Committee. We are therefore inviting people with prior reviewing experience at relevant venues to self-nominate. If you are interested (or know someone who would be), please consider filling out the short self-nomination form by January 30, 2026: https://lnkd.in/dX9J8mqn We would greatly appreciate your support in assembling a strong, diverse PC for FSE IVR 2026.FSE'26 Ideas, Visions and Reflections (IVR) Committee Self-NominationFSE'26 Ideas, Visions and Reflections (IVR) Committee Self-Nomination
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Jürgen Cito hat dies repostetJürgen Cito hat dies repostetThe University of Technology Nuremberg invites applications for an Open Rank Professor of Software Engineering and Artificial Intelligence (W3 or W2 with Tenure Track). I am personally very excited about this position, as it closely aligns with my own research on data systems. We are seeking a colleague who can bridge AI and software systems, helping to redefine how AI-driven software is designed, built, tested, and optimized. If you are an innovative researcher with a passion for AI-oriented software engineering, I strongly encourage you to apply. 📅 Application deadline: January 16, 2026 🔗 More information & application: https://lnkd.in/g5S7wCqa Please feel free to reach out if you have questions about the department or about the unique opportunity of building a new university in Franconia.
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Jürgen Cito hat dies repostetJürgen Cito hat dies repostetExcited to share that yesterday I had the opportunity to present our paper “Efficient Understanding of Machine Learning Model Mispredictions” at the ASE 2025 Research Track in Seoul. In this work, done together with Jürgen Cito and Lars Grunske, we address a core challenge in ML engineering: machine learning models fail — and in most cases we don’t know why. We focus on identifying the conditions under which a model mispredicts, enabling more effective explanation, debugging, and ultimately greater trust in machine learning systems. If you missed the talk, we’ll be around for the rest of the conference and are happy to chat about the work or answer any questions. 🔗 Paper: https://lnkd.in/ddTgn4R5 And since ASE featured a poster session for the first time, please make sure to check out the poster as well: 🔗 Poster: https://lnkd.in/drrtE87z
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Jürgen Cito hat darauf reagiertJürgen Cito hat darauf reagiertEveryone can build 😃 , but not everyone can merge 😅 . Everyone on our team can build now. That's not a metaphor. Our designers, PMs, and growth team are turning ideas into working code with Claude Code, Codex, and Cursor. Real features. Real prototypes. Real PRs. But here's what we learned fast: Everyone can build. Not everyone can merge. AI makes it easy to generate something that works on your machine, in your test case, for your specific prompt. It's much harder to generate something that's: - Safe to run at scale - Easy for the next engineer to maintain - Consistent with architecture decisions made six months ago - Not going to quietly break something else on a Tuesday The gap isn't effort. Everyone is trying. The gap is engineering judgment, and that's still hard to prompt your way into. So as an AI-native team, we've had to build a new layer: Not just "who can build," but "what is merge-ready." The bar for a PR is no longer: "Did you make it work?" It's: "Does it belong in production?" That distinction is one of the most important things we've figured out this year.
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Jürgen Cito hat darauf reagiertI am happy to share that I have been awarded the Käthe Böhm Fellowship at TU Wien. The fellowship supports the development of my independent research agenda, and enables targeted investments in international collaborations, visibility, and the long-term establishment of a competitive research group. I am grateful to TU Wien for this support.Jürgen Cito hat darauf reagiertZeta Avarikioti erhält Käthe-Böhm-Fellowship der TU Wien 🎉 Mit der Auszeichnung werden ihr außergewöhnliches wissenschaftliches Potenzial und ihre bisherigen Forschungsleistungen gewürdigt. Das Fellowship unterstützt exzellente Wissenschaftlerinnen am Beginn ihrer Karriere dabei, ein eigenständiges Forschungsprofil zu entwickeln und neue Impulse in ihrem Fachgebiet zu setzen. „Ich hoffe, dass mir diese Förderung ermöglicht, eine eigenständige Forschungsagenda weiter zu festigen und eine international wettbewerbsfähige Forschungsgruppe aufzubauen – insbesondere durch gezielte Investitionen in Kooperationen, Sichtbarkeit und die Förderung von Nachwuchsforschende“, so Avarikioti. Wir gratulieren herzlich! 📸 Zeta Avarikioti © TU Wien Informatics 🔗 https://lnkd.in/dgM4U_7J #Fellowship #Ausgezeichnet #WomenInScience #AcademicExcellence #SecurityAndPrivacy #TUWien #TechnikfürMenschen
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Jürgen Cito gefällt dasJürgen Cito gefällt dasWe are Delft University of Technology Cybersecurity and we are having fun!! TU Delft | Electrical Engineering, Mathematics and Computer Science TU Delft Safety & Security Institute TU Delft | AI
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Jürgen Cito hat darauf reagiertJürgen Cito hat darauf reagiertOur paper “From Patches to Plans: Reasoning Distillation for Repository-Level Program Repair” (ConRAD) has been accepted to #ICML2026. 🎉 Most coding agents today use 𝗳𝗼𝗿𝘄𝗮𝗿𝗱 𝗿𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴: they generate steps without knowing if they’ll lead to a correct fix 😕. We take the opposite approach. ConRAD introduces 𝗕𝗮𝗰𝗸𝘄𝗮𝗿𝗱 𝗥𝗲𝗮𝘀𝗼𝗻𝗶𝗻𝗴 𝗗𝗶𝘀𝘁𝗶𝗹𝗹𝗮𝘁𝗶𝗼𝗻: Start from a verified fix, and reconstruct the reasoning backward. Every step is grounded in a known, correct outcome, not a guess. ConRAD processes historical fixes offline by retrieving similar resolved issues, distilling their repair reasoning, and storing them in agent memory. At inference time, when a new issue arrives, the agent draws from that memory to guide the repair. Results: • +10.4% Pass@1 on SWE-bench Lite • 9.7× fewer LLM calls than Monte Carlo tree search while giving much better results This is part of our ongoing research bridging AI and Software Engineering. We build agents that don't just generate code, but reason about it, remember it, and get better over time. 🚀 Pre-print to come 🤗 Congrats to my PhD students Chenglin Li, Yisen Xu, Zehao Wang, and collaborator Shin Hwei Tan!
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Jürgen Cito gefällt dasJürgen Cito gefällt dasCan you feel it in the air? #ViennaUP is (almost) here! 🐎 In German, the word "Fernweh" refers to a longing to travel - the opposite of homesickness. As the sun gets warmer and the sky bluer, I feel the call of far-off places and faces. So it's always a pleasure when ViennaUP rolls around and brings some the brightest, lightest, hardest-working founders and innovators right here to us in Vienna. Wie praktisch! 🥳 From 18-22 May 2026, Vienna turns into a city-wide festival for startups, investors, corporate innovators and bright minds! Hosted by ViennaBusiness and Wirtschaftsagentur Wien for City of Vienna, with events from the city's most essential innovation and entrepreneurship actors, ViennaUP is the ideal one-stop-shop for international founders looking to dive into the region’s dynamic ecosystem. 🚀 Meet a future partner, pick up a hot lead, make a meaningful connection and have a horizon-widening time while you're at it. And if Vienna seems like it might be your company's best next move, the team at the Vienna Business Agency is here to help you navigate your next steps. 🎟️ Secure your event tickets here: https://lnkd.in/g_Ch64Vv Ioana Varga | Theresa Allsopp | Marlene Penn | Jan Juriga | Dudu Gencel | Gabriele Tatzberger | Christian Frey | Eva Czernohorszky | Elisabeth Noever-Ginthoer | Jan Riepl | Nina Jakic | Xiaojun(Jennifer) Zhang | Nela Sljivljak | Evelyne Panzenböck | Susanne Strohm | Bettina Litschauer | Celine Rudorfer | Gregor-Robert Posch | Dominic Weiss | Günter Kloibhofer
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Jürgen Cito gefällt dasJürgen Cito gefällt dasHeading back home from the Dagstuhl seminar on Rethinking Research Methods in HCI: New Perspectives for and with AI Tools, organised by Jasmin Niess, Nitesh / Tesh Goyal, PhD, Paweł W. Woźniak and Yvonne Rogers FRS. What a great week of discussions on and off topic of the seminar, and making many new friends. THANK YOU ALL! ❤️
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Jürgen Cito gefällt dasJürgen Cito gefällt dasToday’s laying of the foundation stone is, for me, far more than just a symbolic moment—it represents 15 years of groundwork driven by vision and conviction rather than certainty. We began at a time when there was neither secure funding nor a plan for long-term continuity. Many decisions had to be made before it was clear whether they would succeed. The fact that this idea is now becoming a visible campus shows what is possible when one has the will to shape the future—and is willing to take on responsibility. The laying of the foundation stone marks not an end, but the beginning of a new era for CISPA. Our ambition has always been not only to conduct excellent research, but also to translate it into societal value creation and tangible benefits for society. A project of this magnitude cannot be accomplished alone. The support provided by the Saarland state government was therefore much more than a mere formality—it was a conscious decision for the future, and I am very grateful for that. https://lnkd.in/db4E5S5K Fotos: Jennifer Weyland/CISPA Helmholtz-Zentrum für Informationssicherheit
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Jürgen Cito gefällt dasJürgen Cito gefällt das📢 Call for Reviewers: ASE & ISSTA 2026 Artifact Evaluation Want to help shape the future of reproducible Software Engineering research? We are looking for researchers (Academia & Industry) to join our evaluation committees. Why join the AE Committee? ✅ Inside Access: Get an early look at tools and data from top-tier SE research. ✅ Service: Strengthen the community’s commitment to transparency. ✅ Network: Connect with fellow researchers dedicated to open science. 📝 Apply now: https://lnkd.in/gjrppn33 💡 Call for Artifacts: ISSTA (https://lnkd.in/gaTGxBX7) and ASE (https://lnkd.in/g2fhxyWe) Tag a colleague who is a champion for #OpenScience! Appreciate a repost in your network to increase the visibility! Jürgen Cito and Ben Hermann (ASE AEC co-chairs) Ridwan Shariffdeen and Stefan Winter (ISSTA AEC co-chairs) #ArtifactEvaluation #ASE2026 #ISSTA2026
Berufserfahrung und Ausbildung
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Technische Universität Wien
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University Tour Guide (Studieren Probieren)
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Led tours through the university campus for high school students interested in Computer Science or Business Informatics (www.studieren-probieren.at)
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Organizer and mentor for the 2015 edition of Rails Girls in Zurich, Switzerland
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We’re happy to share that ZKSC 2026 - the Workshop on Zero-Knowledge, Succinct Proofs and Symmetric Cryptography - successfully took place on February 9–11, 2026 at Technische Universität Wien Organized by Elena Andreeva and Georg Fuchsbauer, the workshop brought together researchers from two worlds that are increasingly intertwined. 💡 Why this matters For years, ZK and symmetric cryptography developed along different paths - one rooted in complexity theory and provable security, the other in symmetric design and cryptanalysis. Today, modern privacy-preserving systems depend on both. The efficiency and security of proof systems are tightly linked to the symmetric primitives underneath them. ZKSC 2026 was designed to spark exactly this dialogue - and it delivered 🔊 🎤 Inspiring speakers & deep discussions We were honored to welcome an outstanding lineup of speakers, including Lorenzo Grassi, Ziyi Guan, Abhishek Jain, Dmitry Khovratovich, Ngoc Khanh Nguyen, Michele Orrù, Léo Perrin, Christian Rechberge, Arnab Roy, Markus Schofnegger, Stefano Trevisani, Justin Thaler, and Ivan Visconti. Across three days, we explored recursive proof systems, lattice- and hash-based constructions, arithmetization-oriented primitives, algebraic cryptanalysis, implementation challenges, and post-quantum security. The breakout sessions sparked particularly lively exchanges 🔥 🤝 Collaboration at the core Beyond the talks, the workshop created space for real conversations - in breakout rooms, over coffee, and during the social dinner. New research questions emerged, collaborations were initiated, and bridges were built between communities. 🙏 Support The workshop was embedded in the activities of Cybersecurity Center TU Wien and the Austrian Science Fund FWF-funded SPyCoDe project, with additional support from the Ethereum Foundation. It contributed to TU Wien’s ongoing efforts to strengthen its research profile in cryptography, security, and privacy technologies. 👉 Full program, abstracts, and details: https://lnkd.in/dD8ejRwg 👏 A big thank you to all speakers, participants, and partners for making ZKSC 2026 such a vibrant and successful event. We’re already looking forward to the next edition 🚀
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Against "AI Welfare" Continued Today I was invited to give a talk at the Forschungszentrum Jülich, where I spoke on a short comment article I co-authored titled "Against AI Welfare" (link below). Since the piece itself is very brief, I ended up expanding the talk to include why I think the topic matters in a broader political and ethical context. I thought I would share some of that talk here. We are watching very powerful institutions—people with billions and trillions of dollars of economic leverage—tell the public that AGI is coming, that it is inevitable, that we must pursue it at all costs, and that we must do so before our geopolitical rivals do. It is being framed as a new Manhattan Project, the next nuclear arms race, where not pursuing AGI is seen as irresponsible. And layered onto that, the very same actors are also telling us that AGI may produce artificial beings capable of suffering, maybe billions or trillions of them, and that minimizing that suffering is our greatest moral responsibility. And from that, you get a very convenient conclusion: that investing money in the poor, in climate mitigation, in healthcare, in public welfare, in humanitarian aid, is morally misguided, because the real moral stakes lie in preventing future artificial suffering. And once you see that narrative, you see how smoothly it functions as a justification for abandoning care for actual living beings who are vulnerable right now. Importantly, the analogy between AGI and the nuclear bomb is false. It is not just misleading; it is wrong. When the physicists developing the atomic bomb said the bomb was inevitable, they were relying on well-confirmed mathematical physics, grounded in theories that had endured decades of experimental challenge. When people today say that AGI is inevitable, they are basing that claim on scaling curves for machine learning models whose underlying behavior we barely understand, trained on data we do not fully control, built on concepts—like intelligence—that do not have stable definitions in science. To say these two cases are equivalent is simply not serious. One was the result of a mature scientific understanding of matter and energy. The other is, at least at present, a mixture of hype, economic incentives, speculation, and very powerful marketing. We did not arrive at the point where the world speaks of AGI as inevitable because the science compelled us there. We arrived there because a massively successful media narrative was constructed around a chatbot by a company whose founder dropped out of college and whose business model depends on convincing the world that intelligence is scalable on demand. Hype is not how we learn what is true about the universe. So to conclude: the question of AI welfare is not merely theoretical. It is already shaping how we think about care, priority, resource allocation, and global ethics. Thank you for reading. #AIWelfare #AIEthics #AI #Ethics #Philosophy https://lnkd.in/d5Qd8V6h
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Ivona Brandic
Vienna University of… • 4420 Follower:innen
Building for Quantum: on quantum computing, technological infrastructures, and speculative artistic approaches Quantum computing is emerging not only as a scientific revolution, but also as an architectural challenge and a cultural imagination. In this conversation, TU Wien HPC professor Ivona Brandic joins architect and researcher Marina Otero and artist-filmmaker Manuel Correa, moderated by curator Ana Prendes. The discussion centres on Building for Quantum (2025), Otero and Correa’s film following the construction and ambitions of Spain’s first quantum computing facility at the Quantum Basque Centre. With billion-euro investments and uncertain timelines, the implications go far beyond science — from the material and energy demands of protecting fragile qubits to the need for artistic and critical tools to understand quantum reality. Together, the speakers explore the physical, philosophical and speculative dimensions of quantum architecture. Speakers: Ivona Brandic in conversation with Marina Otero Verzier and Manuel Correa Moderator: Ana Prendes (Arts at CERN) @ CIVA Link to panel recording: https://lnkd.in/dym-Vvs8 Link to Marina's and Manuel's movie teaser: https://lnkd.in/dvm9f-dU
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Li Chen
UDC • 217 Follower:innen
Understand Duetsch's Algorithm in an Easy Way One key to learning quantum algorithms is to understand Deutsch's algorithm fully. For undergraduate students, it is a tough mountain to pass. The problem is to "Determine if a one-bit to one-bit function f is constant, i.e., f(0)=f(1), or balanced, f(0) != f(1), using fewer evaluations than classical methods." My strategy is to digest that in the easiest way. See attached picture. One can see many details of the algorithm. Thinking about the rest of the proof for \Psi_3. (We want to conclude that the final measurement at the first qubit line is 0 for the constant function f. ) Other detailed explanations can be found at: https://lnkd.in/eSEjAJev
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Mohamed Amine Chatti
University of Duisburg-Essen • 1714 Follower:innen
Proud of my team at Fakultät für Informatik der Universität Duisburg-Essen for their remarkable work on Educational Knowledge Graphs and Graph RAG in our collaborative and personalized MOOC platform CourseMapper, which will be presented at this year’s European MOOCs stakeholders Summit #EMOOCs2025 in Paris. 1️⃣ Qurat Ul Ain will present our paper “Top-Down vs. Bottom-Up Approaches for Automatic Educational Knowledge Graph Construction in CourseMapper”. In this work, we propose and compare top-down and bottom-up approaches for automatic #EduKG construction and evaluate their effectiveness in capturing and structuring knowledge concepts from learning materials in #CourseMapper. 📄 Paper Preprint: https://lnkd.in/efriJWJX 2️⃣ Mohamed Abdelmagied will present our recent work “Leveraging Graph Retrieval-Augmented Generation to Support Learners’ Understanding of Knowledge Concepts in MOOCs”, where we propose a Graph RAG pipeline that leverages Educational Knowledge Graphs #EduKG and Personal Knowledge Graphs #PKG to guide learners to understand knowledge concepts in #CourseMapper. 📄 Paper Preprint: https://lnkd.in/ekA_H4SR ➡️ CourseMapper: https://coursemapper.de/ Looking forward to potential collaborations and discussions at #EMOOCs2025 to promote the development of AI-enhanced MOOC platforms and shape lifelong learning for all in the era of AI. #EdTech #OnlineLearning #LifelongLearning #AIED #RAG #GraphRAG #KnowledgeGraphs #EduKG #PKG #MOOCs #CourseMapper
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Nora Lohmeyer
Nijmegen School of Management… • 651 Follower:innen
Sometimes papers take different directions before they are published. And sometimes that's not a bad thing, because in the end things come together in a way they couldn't have before. Elke Schuessler's and my work on Kafka and Organisation Studies is one such example, which seems almost more relevant now than when we started it many years ago. Check it out if you are interested in how Kafka and his work as a ‘bureaucrat-novelist’ can help us to understand current organisational phenomena.
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Norbert Schneider
Würzburger Institut für… • 369 Follower:innen
Worth considering - do AI Coding tools actually improve performance? Well maybe not, at least if you are an experienced developer: https://lnkd.in/eXiNZZVC Although it is just one observation I'd expect more research/analysis popping up, indicating that it is not the miracle cure. In the end it is (just) another tool which has it's pros and cons. For me personally AI coding tools are really helpful and improve my performance quite a bit but I'm not an experienced developer 😅 And even then debugging the resulting code can be quite time consuming because you have to think it through after all...
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Marite Kirikova
Rīgas Tehniskā universitāte… • 1563 Follower:innen
A Literature Review on the Challenges of Applying Test-Driven Development in Software Engineering Daniel Staegemann, Dr. Matthias Volk, Maneendra Perera, Christian Haertel, Matthias Pohl, Christian Daase, Klaus Turowski https://lnkd.in/djctk9qF DOI: https://lnkd.in/dxAfCxf6 #TestDrivenDevelopment, #TDD, #Testing, #SoftwareEngineering, #LiteratureReview, #QualityAssurance
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Sebastiano Panichella
University of Bern • 3741 Follower:innen
Roman Machacek (University of Bern) is presenting the paper "The Impact of Fine-tuning Large Language Models on Automated Program Repair" (co-authored with Anastasiia Grishina, Max Hort, Leon Moonen) at the International Conference on Software Maintenance and Evolution (ICSME) 2025 conference (https://lnkd.in/dXvNXDBA). Link to the paper: https://lnkd.in/d_N9sw-E
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Technische Universität Braunschweig
69.845 Follower:innen
👩🔬 Have you spotted her on billboards around #Braunschweig? At #TUBraunschweig, Assistant Professor Jana Raupbach is spearheading food toxicology research with advanced analytical methods and state-of-the-art laboratories. 🔬 Her goal: close critical data gaps on how processed foods truly impact human health. Why her work matters 🧬 Mapping protein transformations: How do heat, pressure & enzymes reshape protein structures? 🦠 Tracking gut metabolites: Which bioactive compounds arise during digestion - and what are their health implications? 📊 Building robust evidence: Assessing absorption and effects of food components to clarify links to chronic disease risk. Key research highlights 🩺 Interdisciplinary integration of chemistry, nutritional science & medicine 💡 The intestine as a “reaction vessel” for biotransformation processes 🌱 Plant-based alternatives (vegan milks & meat analogues) as model systems for processing-ingredient interactions "What I find so exciting about Food Chemistry is that it is a topic that affects us all on a daily basis," says Jana Raupbach. "We make hundreds of decisions every day when it comes to our food and food intake. It's a very exciting field in which to provide education." In our #CollaborationBoostsScience initiative we show the faces behind our research. In these videos our researchers let you get a glimpse behind the scenes and talk about their passions and what drives their work. 👉 https://lnkd.in/dda88T_q 🎥 Transmedial/TU Braunschweig #GemeinsamWissenSchafftMehr
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Dr. Stefan Bartels
Universitätsklinikum Hamburg… • 181 Follower:innen
🚀 New Publication Alert 📄 From Text to Data: Open-Source Large Language Models in Extracting Cancer-Related Medical Attributes from German Pathology Reports I’m excited to share our latest study, now published open access: 👉 https://lnkd.in/eYye9pnu In this work, we explored how open-source large language models (LLMs) can extract structured oncological information from unstructured German pathology reports — fully locally and in compliance with strict data privacy regulations. 🧠 We evaluated models like Llama 3.3 70B and Mistral Small 24B, combining retrieval-augmented generation (RAG) with tailored prompt engineering. Our results show that even smaller models can reach high accuracy (F1 > 0.90) with the right strategy — making real-world clinical use both feasible and resource-efficient. 🏥 The methodology is about to be implemented in our local clinical cancer registry at the #UKE to support automated tumor documentation and improve data quality. 🛠️ The full code and prompt templates are available open source: 👉 https://lnkd.in/e6qppChq This is a step toward practical, privacy-aware AI integration in oncology — built on reproducible tools and focused clinical needs. #MedicalAI #RAG #CancerRegistry #UCCHamburg #LLMs #OncologyInformatics #ClinicalNLP #DigitalHealth #OpenSourceAI #HealthData #Pathology #AIinHealthcare
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