Available Theses & Labs Title Type Contact/Supervisor Assigned Agent-based Graph Neural Networks with Communication M/S Florian Grötschla ,Béni Egressy available Algorithmic Reasoning with Graph Neural Networks S Florian Grötschla ,Joël Mathys available Learning Finite State Automatons on Graphs with Reinforcement Learning M/S Florian Grötschla ,Joël Mathys available Lyrics-to-Audio Alignment S Florian Grötschla ,Luca Lanzendörfer available Overlap Removal with Graph Neural Networks S Florian Grötschla available Current Theses & Labs Title Type Contact/Supervisor Assigned Student(s) AI + Art S Florian Grötschla ,Luca Lanzendörfer HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Audio Source Separation using Language Models S Luca Lanzendörfer ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Automated Electronic Placement and Routing M Florian Grötschla ,Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Bring Your Own Idea: Music Dataset B Luca Lanzendörfer ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Exploring Activation Ensembles for Neural Networks B Florian Grötschla ,Joël Mathys HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. GNNs for TPU Code Graphs S Joël Mathys ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Swarm Intelligence Reinforcement Learning M Benjamin Estermann ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Past Theses & Labs Title Type Contact/Supervisor Assigned Student(s) Enhancing GNNs: An Exploration of Iterative Solving and Augmentation Techniques B Joël Mathys ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Asynchronous GNNs [confidential] G Joël Mathys ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. DISCO-10M Creation and Data Exploration [confidential] S Luca Lanzendörfer ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Finite State Algorithm Learning on Graphs [confidential] M Joël Mathys ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning [confidential] S Florian Grötschla ,Joël Mathys FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. A Generalisation Benchmark for Machine Learning Methods Predicting Fluid Flows [confidential] B Florian Grötschla ,Joël Mathys FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Swarm Intelligence Cup [confidential] G Benjamin Estermann ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Bitcoin Lightning Network Statistics and On-Chain Analysis [confidential] B Florian Grötschla ,Lioba Heimbach HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Challenging Code Search Models through Semantic Attacks [confidential] S Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Challenging the Lexical Focus of Code Search S Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Canonical Identifier Naming on Code Search Models G Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Decentralized Federated Policy Gradient with Provably Fast Convergence and Byzantine Fault Tolerance [confidential] S Xiaofeng Flint Fan ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Efficient Graph Drawing with GNNs using Overlay Graphs [confidential] B Florian Grötschla ,Joël Mathys HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Exploring Graph Neural Networks and Hierarchical Structures for Traffic Forecasting B Joël Mathys ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. SSA Data Flow Information for Semantic Code Tasks B Peter Belcák ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Inconvenient Data Sets for Graph Neural Networks [confidential] B Béni Egressy ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Unreasonable Effectiveness of Edge Features: Formalization and Applications of Edge Pre-coloring in Color Refinement [confidential] S Béni Egressy ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Algorithm Learning from Data B Peter Belcák ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Benchmarking Graph Neural Network Models [confidential] S Béni Egressy ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
