„Building Intelligent CI Systems: Reducing Build Overhead with Prediction, Dependency Analysis and Automated Repair“
16. Juni 2026
Presentation of the habilitation project
Friday, June 26, 2026 | 10:00 a.m. | Room: S.2.69 | University of Klagenfurt
Postdoc-Ass. DI Dr. Christian Macho
Department of Informatics Systems | University of Klagenfurt
Abstract: Continuous Integration (CI) has become an essential practice in modern software development, enabling rapid feedback through automated building and testing of software systems. However, projects grow in size and complexity. As a consequence, such CI pipelines increasingly suffer from high execution costs, dependency-related failures, and build breakages that require substantial developer effort to diagnose and repair. In this talk, I will present my research agenda on intelligent build engineering that combines prediction, validation, and automated repair techniques to improve the efficiency and reliability of software builds. First, I will discuss approaches for anticipating build outcomes and identifying skippable CI commits, leveraging both changes to source code and to build code, along with complexity measures, to enable more efficient CI utilization. Next, I will introduce my approaches for validating dependencies in build configurations and automatically detecting and repairing dependency conflicts, including approaches that leverage large language models to modify source code when configuration-level fixes are insufficient. Finally, I will explore the emerging role of AI agents in build maintenance. This includes evaluating whether large language models can replace traditional build log analyzers, as well as presenting agent-based approaches for diagnosing dependency-related failures and repairing such build breakages automatically. In summary, my research directions investigate how predictive analytics, dependency management, large language models, and autonomous agents may enable future CI systems that are faster, more resilient, and increasingly self-healing.
Bio: Dr. Christian Macho is a Postdoctoral Researcher (tenure-track) in the Software Engineering Research Group at the University of Klagenfurt, where he works on software evolution, program analysis, build systems, continuous integration, automated repair, and empirical studies in software engineering. He earned his MSc from the Technical University of Vienna and his PhD from the University of Klagenfurt, both with distinction. His work has contributed to understanding how software systems evolve and how development tools can more effectively support developers, particularly when building software projects. He has served on program committees for major software engineering conferences, was recognized as a top reviewer for the Journal of Systems and Software (JSS), and was a Distinguished Reviewer for the International Conference on Mining Software Repositories (MSR) 2025.
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From moving bits to moving minds: research at SINLab
10. Juni 2026
Wednesday, June 24, 2026 | 02:00 p.m. | Room: N.1.04 | University of Klagenfurt
Prof. Carsten Griwodz
Networks and Distributed Systems | University of Oslo
MishMash role: Work Package Leader Group member
Abstract: This talk will introduce the research of SINLab, the Sustainable Immersive Networking Lab, at the University of Oslo. Our applications are diverse, and range from music making to working on assembly lines, and also our investigations range from the efficient parallelization of media-specific algorithms to quantitative user experiences. Through all of this, we explore how humans perceive audiovisual and tactile experiences. Our research questions are concerned with the disconnect between local environments and those that are remote in time and space. We answer questions like: „To which extent can Redirected Walking help you to experience unconstrained virtual worlds through natural movement?” and “How can we overcome the delay challenges when you act remotely in first person through a robot arm and hand?”. My talk will introduce these questions in some detail and give an overview of our findings so far.
Bio: Carsten Griwodz is a professor at the University of Oslo. He received his Diploma in Computer Science from the University of Paderborn, Germany, in 1993. He worked at the IBM European Networking Center in Heidelberg, Germany, before joining the Multimedia Communications Lab (KOM) at Darmstadt University of Technology, Germany. There, he obtained his doctoral degree in 2000 and joined the University of Oslo in the same year. He worked at Simula Research Laboratory from 2005 to 2018. He has been a member of ACM since 1996 and of IEEE since 2011. At the University of Oslo, he was previously group leader of “Networks and Distributed Systems” and, from 2020 to 2025, head of the section for Distributed Infrastructures and Security.
His research interest is the performance of interactive multimedia systems. He explores research advances in fields ranging from networks and operating systems to computer vision to understanding how humans reach the point of sufficient immersion. His goal is to understand how users can become sufficiently immersed in an experience depending on their goals and context. He belongs to the Sustainable Immersive Networking Lab, a diverse group of people who aim at the improvement of human experiences in immersive remote presence. He is a work package leader of the AI Center „MishMash Centre for AI and Creativity”, the only Norwegian AI Center focussed on Creativity, leads MIRAGE (“Multimodal Immersive Interactions for Remote Education Across Geographically Distributed Sites”) and partner in DRIVE (“Brain-driven Remote Collaborative Physical Work”).
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Neural Network based Video Coding: Opportunities & Challenges
29. Mai 2026
Friday, June 12, 2026 | 10:00 a.m. | Room: V1.03 | University of Klagenfurt
Prof. Hui Yong Kim | Dept. of Computer Science and Engineering and Dept. of Artificial Intelligence | Kyung Hee University
Abstract: Up to now, video coding standards have been developed as a combinatory set of a large number of coding tools. Each tool was primarily based on signal-processing algorithms or experimental optimizations. Recently, a new paradigm called Learned Video Coding (LVC), a.k.a. Neural Network-based Video Coding (NNVC), has emerged. By exploiting the end-to-end training with a large number of video datasets, some representative models already outperform the latest video coding standard, VVC (Versatile Video Coding). In this talk, the LVC technology will be briefly outlined and then the opportunities and remaining challenges will be discussed.
Bio: Hui Yong Kim is a Professor in the School of Computing (Dept. of Computer Science and Engineering and Dept. of Artificial Intelligence) in Kyung Hee University, Yongin, Korea since Mar. 2020. He was also an Associate Professor in the Dept. of Electronics Engineering in Sookmyung Women’s University, Seoul, Korea. Prior to joining universities, he served as the Managing Director of Realistic Audio & Video Research Group of Electronics and Telecommunications Research Institute (ETRI), Daejeon, Korea from 2005 to 2019. From 2003 to 2005, he worked for AddPac Technology Co. Ltd. as the Multimedia Research Team Leader.
He received his BS, MS, and Ph.D degrees from Korea Advanced Institute of Science and Technology (KAIST) in 1994, 1998, and 2004, respectively. He was also an affiliate professor in University of Science and Technology (UST) and was a visiting scholar in the Media Communications Lab. at University of Southern California (USC), USA. He has published more than 70 papers on international journals and conferences, and holds more than 500 registered patents over the world. He has been an active technology contributor, editor, and ad-hoc group chair in developing several international standards including MPEG Multimedia Application Format (MAF), ITU-T/ISO/IEC JCT-VC High Efficiency Video Coding (HEVC) and JVET Versatile Video Coding (VVC). His current research focus is neural-network based visual data compression, including learned video compression, digital hologram compression and deep feature compression for machine vision.
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Special Guest Talk & Workshop
10. April 2026
Thursday, April 16, 2026 | 11:45 a.m. | HS 10 (Mensa Building) | University of Klagenfurt
from 11.45 a.m. to 01.00 p.m., we kindly invite you to join us in HS 10 (Mensa building) for a very special guest talk.
The guest talk will continue in a special guest workshop, beginning at 02.00 p.m. and ending at around 06.30 p.m. at the Game Lab (B12a.2.2.1)
Flavia Mazzanti and Manuel Bonell | co-founders of Immerea
Talk: “Interdisciplinary Approaches in Artistic Practices”
Interactive media and experimental games increasingly emerge at the intersection of creative practice and technological development. As media artists and VR developers, our work is shaped by interdisciplinary collaborations that combine and experiment with elements from animation films, art installations, spatial environments, and immersive technologies. This talk presents our creative practice and reflects on interdisciplinary approaches and possibilities for artistic projects.
The speakers: Flavia Mazzanti and Manuel Bonell from Immerea (Immerea.com)
Flavia Mazzanti and Manuel Bonell are co-founders of Immerea, a Vienna-based indie studio dedicated to VR games and interactive installations. Their interdisciplinary practice explores new modes of perception and interaction in virtual and hybrid spaces, with a strong focus on artistic quality and level of experimentation Their work has been exhibited internationally at institutions and festivals including Ars Electronica (Linz), DIG Shibuya (Tokyo), KunstHaus Wien (Vienna), Kunsthaus Graz, FILE Festival (São Paulo), MESH Festival (Basel), DA Z – Digital Arts Festival Zurich, and ADAF – Athens Digital Arts Festival. Alongside their studio practice, they are both active as university lecturers, speakers, and co-organizers of XR Austria, Austria’s largest community for immersive technologies.
Workshop: “Aesthetics of Play: Visual Languages and their Influence in Video Games”
The workshop explores how aesthetics shape the identity, atmosphere, and narrative potential of video games. Through collaborative experimentation and visual research, participants will engage with references from games and art to develop their own aesthetic approaches. Starting from a shared scenario, the workshop opens a space to explore how visual choices can unfold into different worlds, narratives, and player experiences.
(picture: https://www.immerea.com/)
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Gastvortrag von Rudy Kuhn
27. März 2026
Canceled until further notice!
We will be happy to let you know of any new dates as soon as possible.
Die Fakultät für Technische Wissenschaften lädt Sie zum Gastvortrag mit anschließender Diskussion ein!
Dr. Rudy Kuhn | Lead Evangelist at Celonis
Abstract: Künstliche Intelligenz ist gerade überall. Sie verspricht Effizienz, Automatisierung und die nächste große Revolution. Aber hier ist die unbequeme Wahrheit: Die meisten Unternehmen wissen gar nicht, wie ihre Prozesse wirklich funktionieren. Und genau deshalb scheitert KI häufiger, als wir zugeben. Denn KI ist nur so gut wie die Prozesse, auf denen sie aufsetzt. Wenn diese intransparent, ineffizient oder schlicht falsch verstanden sind, automatisieren wir vor allem eines: Chaos.
Genau hier kommt Process Mining & Intelligence ins Spiel. Die von Prof. Dr. Wil van der Aalst entwickelte Technologie macht sichtbar, was tatsächlich passiert – nicht das, was wir glauben oder dokumentiert haben. Unternehmen weltweit nutzen Process Intelligence, um Transparenz zu schaffen, bessere Entscheidungen zu treffen und echten Mehrwert zu generieren. Die Firma Celonis aus München gilt als Marktführer in diesem Bereich. Rudy Kuhn, einer ihrer erfahrensten Experten für Process Intelligence, Automatisierung und KI, lebt seit einigen Jahren in unmittelbarer Nähe der Universität Klagenfurt und wird in seinem Vortrag zeigen, warum es keine Künstliche Intelligenz ohne Process Intelligence gibt – und was das konkret für die Zukunft von Unternehmen bedeutet.
Bio: Als Lead Evangelist bei Celonis inspiriert Rudy Kuhn Kunden, Partner und Analysten dazu, ihre Geschäftsabläufe unter dem Gesichtspunkt von Process Intelligence, Automatisierung und Orchestrierung neu zu gestalten. Mit über 25 Jahren Erfahrung in der Prozessoptimierung und -transformation sowie 16 Jahren tiefgreifender Beschäftigung mit Process Mining hat er seine Karriere darauf ausgerichtet, Unternehmen dabei zu unterstützen, das volle Potenzial ihrer durchgängigen Prozesse auszuschöpfen. Vom Aufbau des ersten E-Business-Beratungsteams von IBM in Deutschland über die Gründung von ProcessGold und die Einführung von Process Mining bei UiPath bis hin zu seiner aktuellen Rolle bei Celonis – Rudy stand und steht weiterhin an der Spitze der digitalen Transformation.
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Video Coding for Video Streaming
10. Dezember 2025
Thursday, December 18, 2025 | 10:00 a.m. | Room: S.2.69 | University of Klagenfurt
Dr. Hadi Amirpourazarian | Department of Information Technology
Abstract: Video coding is the beating heart of multimedia communication, and despite decades of innovation, it remains a field full of challenges and opportunities. While much research continues to push codec-level efficiency, this talk shifts the perspective to video streaming: how smart decisions about encoding parameters can dramatically boost real-world delivery performance. We explore how content-adaptive bitrate ladders unlock substantial efficiency gains by tailoring encoding settings to each video’s unique characteristics, and how optimizing bitrate, resolution, and frame rate can balance conflicting goals such as visual quality, delivery cost, and energy consumption. We then dive into how these strategies can be brought to life in live streaming using powerful video-complexity analysis frameworks. Finally, we reveal how real-time quality measurement enables intelligent, responsive streaming systems that elevate video delivery and monitoring to a new level.
Bio: Hadi Amirpour is working on adaptive video streaming, image/video compression, QoE evaluation, 3D and immersive imaging, and machine-learning-based medical image analysis, with a focus on translating theory into next-generation multimedia systems. He has received multiple distinctions, including Best Paper Awards (PCS 2024, NAB 2025) and Grand Challenge wins at ICIP 2024 and VCIP 2025. He contributes to JPEG Pleno and MPEG standardization on light fields, point clouds, and immersive formats, and has co-chaired Qualinet Task Force 7 since 2021, advancing subjective and objective video quality assessment. He is an Associate Editor for IEEE TCSVT and holds key leadership roles such as TPC Co-Chair of VCIP 2025 and General Co-Chair of QoMEX 2026 and MMSP 2027. He is also active in organizing special sessions, workshops, and tutorials at major venues, including IEEE ICME, IEEE QoMEX, ACM Multimedia, VQEG, EUVIP, and ACM MobiSys.
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No Diversity, No Games: Why Inclusion in Video Games Is No Longer Optional
13. November 2025
TEWI Colloquium
Jack Gutmann | Freelance Real-Time VFX Artist | Tech Artist
Friday, November 28, 2025, at 09:00 a.m. @ S.2.69 | University of Klagenfurt
Abstract: Game development is at a creative standstill. We’re recycling systems, stories, and perspectives. Jack Gutmann, Syrian refugee and Real-Time VFX Artist/Generalist Artist, makes the case that diversity is not charity or branding — it’s survival. Jack shines a light on how the lack of marginalized voices isn’t just unjust, it’s making our games boring, repetitive, and financially fragile. This is not about being “nice.” This is about keeping games alive.

Short CV: Jack Gutmann is a Syrian refugee based in Austria and an award-winning game developer working across art, real-time VFX, game design, and gameplay programming. He is best known for Path Out, re-launched by UNHCR for educational purposes.
https://www.unhcr.org/de/path-out-eine-fluchtgeschichte-als-computerspiel
https://www.artstation.com/jack_gutmann
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„What’s in the DDoS jar? DDoS Cyberattacks and Booter Services“
7. November 2025
TEWI Colloquium
Univ.-Prof. Dr. Oliver Hohlfeld | Head of the Distributed Systems group | University of Kassel
Friday, November 14, 2025, at 02:00 p.m. @ S.1.37 | University of Klagenfurt
Abstract: DDoS attacks are one of the currently most pressing cybersecurity problems. In these attacks, attackers flood their targets with unwanted traffic to exhaust the available resources, e.g., bandwidth. Over time, DDoS attack volumes became record-hitting terabit-level attacks that can even challenge the largest networks on the Internet. In this talk, we focus on exploring the types of attack vectors, including booter services that enable everyone to launch attacks, and present mitigation techniques that can be employed within IXPs.
Short CV: I’m a Professor at the University of Kassel, where I head the Distributed Systems group. Before, I was a professor at Brandenburg University of Technology and headed the Computer Networks group. Prior to that, I was at RWTH Aachen University, and before that, I was with Anja Feldmann at TU Berlin / Deutsche Telekom Innovation Laboratories. I was a visiting scholar at the group of Paul Barford at the University of Wisconsin–Madison, USA.
I studied computer science at Darmstadt University of Applied Sciences, Institut Eurecom (Sophia Antipolis, France), and Darmstadt University of Technology, and hold a Bachelor of Science (B.Sc.) and Master of Science (M.Sc.) degree. From 2004 to 2006, I worked at Fraunhofer IGD, where I focused on developing network architectures for telemedical applications. I obtained a Ph.D. (Dr. rer. nat.) from TU Berlin in 2013 (Advisor: Anja Feldmann).
I am a Senior Member of the ACM.
Website: https://www.ohohlfeld.com/
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Artificial Intelligence Across Disciplines: How data can be turned into valuable insights
20. August 2025
TEWI Colloquium
Assoc. Prof. Amila Akagic | Faculty of Electrical Engineering | University of Sarajevo
Tuesday, August 26, 2025 at 02:00 p.m. @ S.1.42 | University of Klagenfurt
Abstract: Artificial Intelligence is now an omnipresent term across many, if not all, disciplines. Many stakeholders are motivated to adopt it in order to stay competitive. Interdisciplinary research is particularly affected, as researchers and practitioners come together to explore how AI can be applied effectively to diverse problems. Many companies have already collected vast amounts of data that they do not yet know how to use. This presentation provides an overview of selected projects that illustrate applications in biomedical imaging, plant phenotyping, materials informatics, natural language processing, and accelerated hardware. The aim is to demonstrate how advanced AI, machine learning, and high-performance computing can bridge the gap between scientific discovery and real-world impact.
Bio: Prof. Dr. Amila Akagic is currently an Associate Professor in the Department of Computer Science and Informatics at the University of Sarajevo. Her primary areas of interest are Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Image Processing, and Digital Signal Processing.
Dr. Akagic earned her Bachelor’s and Master’s degrees in Electrical Engineering with a focus on Computer Science and Informatics from the University of Sarajevo in 2006 and 2009, respectively. During the 2007/2008 academic year, she was honored with a Fulbright Visiting Student Award, which led her to become a Junior Researcher at the Embedded Systems and Architectures Lab at the University of California, Riverside.
In 2010, she extended her academic journey by spending a month as a visiting academic at the Faculty of Electrical Engineering, the University of Ljubljana. Her quest for knowledge then took her to Tokyo, Japan, in 2010, where she was granted a MEXT scholarship. She successfully completed her Ph.D. at Keio University in 2013 in the Amano Lab.
Her previous research primarily revolved around devising innovative strategies for accelerating the computationally intensive segments of algorithms by transferring them to an FPGA. The key challenge in this research lies in leveraging architectural insights to tailor the algorithm to the specific hardware, rather than the reverse approach.
During her Ph.D. studies, her focus was on crafting architectures and methodologies aimed at significantly reducing the execution time of Cyclic Redundancy Check algorithms, particularly when implemented on FPGAs, and in the realm of iSCSI protocol implementation. She also nurtures a keen interest in expanding her expertise in various domains, including Computer Architecture, with a particular emphasis on Reconfigurable Architectures, High-Performance Computing, and Heterogeneous Computing.
Beyond her academic pursuits, she finds solace in the great outdoors, with a particular fondness for mountain hiking, skiing, and scuba diving. Her diverse range of hobbies encompasses pondering future trends, immersing herself in the realms of history, philosophy, and psychology through literature, creative writing, yoga, jazz ballet, and photography.

