Available Theses & Labs Title Type Contact/Supervisor Assigned 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 Current Theses & Labs Title Type Contact/Supervisor Assigned Student(s) ARC - Turing Test for AI? S Benjamin Estermann ,Joël Mathys 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. Reinforcement Learning on Logic Puzzles M Benjamin Estermann ,Joël Mathys HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. ARC - Reasoning with Language and Vision M Joël Mathys ,Benjamin Estermann FS 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. 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. Reinforcement Learning of TSP Heuristics with Message Passing Neural Networks G Xiaofeng Flint Fan ,Joël Mathys FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. ,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. A Neural-Guided Program Synthesis Approach to the Abstraction and Reasoning Challenge [confidential] G Joël Mathys ,Benjamin Estermann HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Abstraction and Reasoning Challenge - Reasoning with Language [confidential] G Joël Mathys ,Benjamin Estermann HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. ,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. Real Time Public Transport App S Joël Mathys FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
