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02JUN 2026
Colloquium
Colloquium lecture: June, 23, 2026, 10:15 a.m., Self-Play Evolution: Beyond Data and Gradients
Betreuer/in: Sommer Large language models have made rapid progress on mathematical reasoning, but this depended heavily on human-curated training data—problem sets, worked solutions, and graded examples. This dependence constitutes one of two distinct bottlenecks limiting the scalability of Large Language Model (LLM) reasoning improvement. The first is the data bottleneck: improving the model beyond the […]Betreuer/in: Sommer Large language models have made rapid progress on mathematical reasoning, but this depended heavily on human-curated training data—problem sets, worked solutions, and graded examples. This dependence constitutes one of two distinct bottlenecks limiting the scalability of Large Language Model (LLM) reasoning improvement. The first is the data bottleneck: improving the model beyond the […]
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30MAY 2026
Colloquium
Colloquium lecture: June 9, 10:15 a.m., FAIR Principles for Co-Simulation illustrated by the Example of the „Modeling Smart Grid Applications with Co-Simulation“ paper
Betreuer/in: Seiwerth During an internship, the use case described in the paper “Modeling Smart Grid Applications with Co-Simulation” was reproduced using new simulation tools, in particular DaceDSX. The goal was to reconstruct and evaluate the presented co-simulation setup in terms of its reproducibility and applicability. During the implementation, it became evident that key information was […]Betreuer/in: Seiwerth During an internship, the use case described in the paper “Modeling Smart Grid Applications with Co-Simulation” was reproduced using new simulation tools, in particular DaceDSX. The goal was to reconstruct and evaluate the presented co-simulation setup in terms of its reproducibility and applicability. During the implementation, it became evident that key information was […]
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30APR 2026
Colloquium
Colloquium lecture: Juni, 30 2026, AI-Enhanced Fuzzing for Vulnerability Discovery in Embedded Power Conversion
Supervisor: Al Sardy Power conversion systems are critical embedded components in automotive, industrial, and renewable energy applications. Their firmware manages complex state machines, analog sensor inputs, and peripheral communication protocols under strict safety constraints. Traditional fuzzing approaches struggle with this domain because random mutations generate semantically invalid inputs that firmware immediately rejects, limiting exploration of […]Supervisor: Al Sardy Power conversion systems are critical embedded components in automotive, industrial, and renewable energy applications. Their firmware manages complex state machines, analog sensor inputs, and peripheral communication protocols under strict safety constraints. Traditional fuzzing approaches struggle with this domain because random mutations generate semantically invalid inputs that firmware immediately rejects, limiting exploration of […]
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31MAR 2026
Latest News
CS7 at the 1. German Postdoc Network (GPN) Annual Conference 2026
We are pleased to share that a member of Computer Science 7 – Computer Networks and Communication Systems (CS7) at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) actively contributed to the 1st German Postdoc Network (GPN) Annual Conference 2026, held on March 12-13, 2026 at Helmholtz Munich. The conference brought together postdoctoral researchers from across Germany to exchange ideas, […]We are pleased to share that a member of Computer Science 7 – Computer Networks and Communication Systems (CS7) at Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) actively contributed to the 1st German Postdoc Network (GPN) Annual Conference 2026, held on March 12-13, 2026 at Helmholtz Munich. The conference brought together postdoctoral researchers from across Germany to exchange ideas, […]
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31MAR 2026
News
NFDI4Energy-Conference 2026
At this year’s NFDI4Energy conference in Aachen, the Chair of Computer Science 7 was represented by the chair holder Prof. Reinhard German. As last year, our research associates Corinna Seiwerth and Nurbek Halikulov also participated in the conference by giving presentations on various topics. Stakeholders interested in and working on research data management solutions for […]
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23MAR 2026
Latest News
Special Session at ICFT 2026
The Lab of Computer Networks and Communication Systems (CS7) at FAU is organising a Special Session at the International Conference on Future Technologies (ICFT 2026) in Amman, Jordan (October 18-22, 2026), titled: “Trustworthy and Secure AI for Critical Infrastructure: From Vulnerability Detection to Resilient Deployment.” The session addresses emerging security challenges in AI-enabled systems, including […]The Lab of Computer Networks and Communication Systems (CS7) at FAU is organising a Special Session at the International Conference on Future Technologies (ICFT 2026) in Amman, Jordan (October 18-22, 2026), titled: “Trustworthy and Secure AI for Critical Infrastructure: From Vulnerability Detection to Resilient Deployment.” The session addresses emerging security challenges in AI-enabled systems, including […]
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