Available Theses & Labs Title Type Contact/Supervisor Assigned ARC Challenge B/M/S Joël Mathys ,Benjamin Estermann available Active and Few-Shot Learning for Finitary Abstractions M Peter Belcák available Augmenting Language Models for Commonsense Generation M/S Zhao Meng available Bring Your Own Algorithm M/S Andrei Constantinescu available Building Deep Learning Models for Dynamic Graphs B/M/S Zhao Meng available Challenging Code Clone Detection Models M/S Peter Belcák ,Florian Grötschla available Developing Neural Memory: A Case for Weighing Weights M Peter Belcák available Generalising Graph Neural Networks to Magmata M Peter Belcák available Graph Neural Networks for Financial Crime Analysis (2) M Béni Egressy available Incentivizing Simple Transactions M/S Lioba Heimbach ,Andrei Constantinescu available Learning Contrastive Representations for Finitary Abstractions M/S Peter Belcák available Measuring Cryptocurrency Networks B/M/S Lucianna Kiffer ,Lioba Heimbach available On the Generalization of Saliency Models M Ard Kastrati available Self-Supervised Temporal Question Generation and Answering B/M/S Zhao Meng available Self-Supervised Vision-Language Part-whole Induction with Structure Modeling M Zhao Meng available Topics in Computational Voting and Game Theory M/S Andrei Constantinescu available Topics in Graph Neural Networks B/M/S Karolis Martinkus available Topics in Human-Computer Interaction and Social Computing B/M Ye Wang available Topics in Neural Program Induction M Peter Belcák available Current Theses & Labs Title Type Contact/Supervisor Assigned Student(s) Analysis of Bitcoin Lightning B Florian Grötschla ,Lioba Heimbach HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Analyzing the Solana Blockchain B Quentin Kniep ,Jakub Sliwinski HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Challenging Code Search Models through Semantic Attacks 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 Models S Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Code Completion Through Graph Representations S Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Dangers of Voting Advice Applications in Swiss Politics M Judith Beestermöller ,Yann Vonlanthen HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Dense Passage Retrieval for Multi-Hop Open-Domain Question Answering B Zhao Meng HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Distributed and Federated Reinforcement Learning S Xiaofeng Flint Fan ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Fair Transaction Ordering M Lioba Heimbach ,Andrei Constantinescu HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Faster Consensus in the Internet Computer M Jakub Sliwinski HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Drawing with Graph Neural Networks B Florian Grötschla ,Joël Mathys HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Neural Networks for Financial Crime Analysis M Béni Egressy HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving Interpretable Graph Neural Network B Karolis Martinkus ,Lukas Faber HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Learning Representations for Finitary Abstractions S Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Neural Networks Meet Groups B Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Neural Rewriting Systems M Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Node and Edge Classification with Agent-based Graph Neural Networks B Karolis Martinkus HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Snapshot GNSS Processing Chain & Positioning Algorithm for Sea Turtle Tagging M Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Spectral Denoising Diffusion Probabilistic Models for Graphs S Karolis Martinkus HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Stable Seat Arrangements S Andrei Constantinescu HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Traffic4cast B Joël Mathys ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Voting in k-Crossing Elections M Andrei Constantinescu HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Anomaly Detection for Predictive Maintenance M Béni Egressy FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Contrastive Learning and Predictability Minimization Continued S Béni Egressy FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Data-driven Preprocessing of EEG Data M Ard Kastrati ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Game Engine Architecture in Rust B Quentin Kniep FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Learning Graph Construction Algorithms M Karolis Martinkus FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Optimal Liquidity Pool Graphs M Lioba Heimbach ,Judith Beestermöller FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Personalized Health Assistant for Recreational Drug Users M Ye Wang FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Real Time Traffic App S Joël Mathys FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. What can Neural Networks learn? - Set Functions G Béni Egressy FS 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. Multi-Hop Question Answering S Zhao Meng HS 21 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) Cascaded BeamSearch: Plug-and-Play Terminology-Forcing For Neural Machine Translation [confidential] S Béni Egressy HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Agent-Based Simulation of Community Currencies with Basic Income S Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. SSA Data Flow Information for Semantic Code Tasks [confidential] B Peter Belcák ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Algorithm Learning on OEIS [confidential] B Peter Belcák ,Ard Kastrati 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. Clustering Ethereum Addresses [confidential] S Lioba Heimbach ,Quentin Kniep FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Code Search for Natural Querying [confidential] B Peter Belcák ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Comparing Liquidity Pools of Decentralized Exchanges [confidential] B Robin Fritsch FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Analysis of Protests in Nigeria using Social Media Data M Zhao Meng FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. ConfSearch 2022 B Ye Wang FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Data Curation Mechanisms for Algorithm Learning B Peter Belcák ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Discrete Denoising Diffusion Probabilistic Models for Graphs [confidential] B Karolis Martinkus FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Designing a Low-Power Autonomous Embedded System for Aircraft Collision Prevention B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Designing PACAS Pilot B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Understanding the Economies of Blockchain Games: An Empirical Analysis of Axie Infinity B Ye Wang FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Disentangling Representations of Graph Drawings [confidential] B Benjamin Estermann ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Disentanglement for Reinforcement Learning B Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. DeepEye: Eye Tracking with Deep Learning S Ard Kastrati FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. The Impact of General Data Protection Regulation on Social Media Research [confidential] B Ye Wang FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Vector-Quantized Generative Adversarial Networks for Graphs M Karolis Martinkus 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. Hedging the Risks of Liquidity Providers B Lioba Heimbach ,Robin Fritsch FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Do Politicians Keep Their Election Campaign Position? [confidential] M Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving Multi-hop Retrieval with QA Generation [confidential] M Zhao Meng 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. Machine Learning vs. Swiss Politics B Yann Vonlanthen ,Robin Fritsch FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving Deep Learning-Powered Iterative Combinatorial Auctions [confidential] B Ye Wang ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Arbitrage Opportunities on Decentralized Exchanges B Robin Fritsch ,Lioba Heimbach 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. More Democracy on the Blockchain [confidential] B Robin Fritsch ,Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. MMP: An Object-Oriented Multi-Machine Parser Generator M Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. CYK and Earley in Multi-Machine Parser Generator [confidential] B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Neural Grammatical Inference for Regular Grammars [confidential] B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. On the Generalization of Saliency Models [confidential] B Ard Kastrati FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Optimizing Swiss Politics [confidential] B Yann Vonlanthen ,Judith Beestermöller FS 22 This email address is protected from spam bots. 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You need JavaScript enabled to view it. What Can Neural Networks Learn? Set Functions [confidential] B Béni Egressy FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Simulating Liquidity Allocation in Decentralized Exchanges [confidential] S Robin Fritsch FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Taking an Electoral Photograph with Neural Networks S Andrei Constantinescu ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Understanding Smart Contract Auditing in the DeFi Ecosystem [confidential] B Ye Wang FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Abstraction and Reasoning Challenge B Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Agent-based Graph Neural Network [confidential] S Karolis Martinkus HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Deep Neural Network-based Voting Assistant B Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Automated Formulaic Alpha Generation for Quantitative Investing using Evolutionary Algorithms B Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Automated Exercise Generation [confidential] M Damian Pascual ,Oliver Richter HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Benchmarking Graph Neural Networks [confidential] M Béni Egressy ,Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Building an Application on ICP B Robin Fritsch HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Applying Predictability Minimization onto Unsupervised Contrastive Representation Learning [confidential] B Béni Egressy HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Contrastive Learning for Programming Languages B Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Deep Learning for Smartphone-based Cough Detection M Roger Wattenhofer HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Hierarchical Reinforcement Learning for Algorithmic Trading S Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Democracy on the Blockchain B Robin Fritsch HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Distributed Asynchronous Policy (DAP) with RL [confidential] M Karolis Martinkus ,Lukas Faber HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. CloudMLS: A Cloud-based E2EE scheme M Karolis Martinkus ,Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Interpretable Graph Neural Network [confidential] M Karolis Martinkus ,Lukas Faber HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Pattern Mining In Code B Peter Belcák HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Using Pattern Recognition and Imitation Learning to Improve the Jass AI [confidential] S Oliver Richter ,Benjamin Estermann HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Mining and Visualizing Ethereum [confidential] B Yann Vonlanthen ,Lioba Heimbach HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Using Affordances to Understand Fan-Idol Interaction on Social Media [confidential] S Ye Wang ,Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Collision Detection Algorithm for a Practical Airborne Collision Avoidance System B Peter Belcák HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Preprocessing of EEG Data for DL Models [confidential] S Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Scalability of Encointer - a Proof-Of-Personhood Cryptocurrency M Tejaswi Nadahalli HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Providing Liquidity in Uniswap V3 B Robin Fritsch HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Scaling Attention Using Binary Trees [confidential] M Karolis Martinkus HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Can Computer Understand Chinese Internet Slang? S Ye Wang ,Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Understanding PancakeSwap Through Data [confidential] S Lioba Heimbach ,Ye Wang HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Understanding Reinforcement Learning with 6nimmt! G Béni Egressy HS 21 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. Understanding Uniswap V3 Through Data [confidential] B Lioba Heimbach ,Ye Wang HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. User Tailored Jass AI S Oliver Richter ,Benjamin Estermann HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. A Framework for Algorithmic Learning: How Does Complexity Arise in Evolution? G Ard Kastrati FS 21 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. The Weak Snapshot Abstraction B Ye Wang FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. OEIS Sequence Classification [confidential] S Ard Kastrati FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Beyond Left-Right Gaze Prediction with EEG Data [confidential] B Ard Kastrati ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Bitcoin Privacy from Chain Analysis [confidential] M Tejaswi Nadahalli FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Budget Restricted Market Games with Continuous Spendings B Ye Wang ,Yuyi Wang FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Self-Supervised Contrastive Learning with Adversarial Perturbations for Robust Pretrained Language Models M Zhao Meng FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving Brain Decoding Methods and Evaluation M Béni Egressy ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Reinforcement Learning for Blockchain-Based Trading S Ye Wang ,Zhongnan Qu FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Distance Preserving Graph Embedding B Karolis Martinkus FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. End to End Encryption in a Cloud-Based Messenger [confidential] S Ard Kastrati ,Karolis Martinkus FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Evolutionary Methods for Sequences B Ard Kastrati FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Algorithms in Harsh Conditions B Diana Ghinea ,Jakub Sliwinski FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Coloring with Deep Learning [confidential] S Karolis Martinkus FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Labeling Schemes for Reachability in Directed Graphs [confidential] M Robin Fritsch FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Enhancing Graph Neural Networks with Boosting B Lukas Faber ,Karolis Martinkus FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Implementing Graph Algorithms for Dynamic Directories [confidential] B Robin Fritsch ,Pál András Papp FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving the Breathing-Phase Detection of an Interactive Breathing Training App [confidential] S Roger Wattenhofer FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Live Content Generation in Momentum-based Games S Oliver Richter FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. RMCL : A Robust Multimodal Contrastive Learning Framework [confidential] M Zhao Meng FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation [confidential] M Zhao Meng FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Neural Distance Oracle for Road Graphs B Karolis Martinkus FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Analyzing and Preventing Sandwich Attacks in Ethereum B Tejaswi Nadahalli ,Ye Wang FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Optimal Trading and Arbitrage in a Network of Decentralized Exchanges [confidential] B Robin Fritsch ,Lioba Heimbach FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Quantifying TWAP Oracle Manipulation Attacks [confidential] B Tejaswi Nadahalli FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Preprocessing of EEG Data for Deep Learning Models [confidential] S Ard Kastrati ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Reproduction and Behaviour of Local and Non-local Distribution B Yuyi Wang ,Ye Wang FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Region Based File Sharing B Robin Fritsch ,Béni Egressy FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Multi Agent Reinforcement Learning for Game Theory: Financial Graphs [confidential] M Béni Egressy ,Pál András Papp FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Study About the Size and Quality of the EEG Dataset S Ard Kastrati ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification M Zhao Meng ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Proving Ownership of Bitcoin-like UTXO’s Using a zk-SNARK Scheme S Tejaswi Nadahalli FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Towards Robust Graph Contrastive Learning [confidential] S Lukas Faber ,Zhao Meng HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. AI in Financial Markets S Ye Wang ,Zhongnan Qu HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Automated Exercise Coach [confidential] S Oliver Richter ,Damian Pascual HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Exploring Blockchain Peer-to-Peer Networks B Ye Wang ,Zeta Avarikioti HS 20 This email address is protected from spam bots. 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