Available Theses & Labs Title Type Contact/Supervisor Assigned Adversarial Attack on Decentralized Financial System M Zhao Meng available Analyzing the Properties of Popular Blockchains B/M/S Quentin Kniep ,Jakub Sliwinski available Augmenting Language Models for Commonsense Generation M/S Zhao Meng available Blockchain Meets Graph Neural Networks B/M/S Zhao Meng available Building Deep Learning Models for Dynamic Graphs B/M/S Zhao Meng available DeepEye: Eye Tracking with Deep Learning B/M/S Ard Kastrati available Graph Neural Networks for Financial Crime Analysis M Béni Egressy available Real Time Traffic App S Joël Mathys available Self-Supervised Temporal Question Generation and Answering B/M/S Zhao Meng available Topics in Graph Neural Networks B/M/S Karolis Martinkus available Current Theses & Labs Title Type Contact/Supervisor Assigned Student(s) 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. Controlled Machine Translation S Béni Egressy 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. Agent-Based Simulation of Community Currencies with Universal Basic Income S Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Algorithm Learning from Graph Data 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 B Peter Belcák ,Ard Kastrati FS 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. 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Contrastive Learning for Graphs S Karolis Martinkus ,Zhao Meng 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. 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. Denoising Diffusion Probabilistic Models for Graphs B Karolis Martinkus FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Designing PACAS Beacon 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. Detecting Ponzi Schemes on GameFi B Ye Wang FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Disentangled Graph Representations B Benjamin Estermann ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Disentangled Representations for RL B Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. EEG-based Eye Tracking and Evaluation of Applications S Ard Kastrati FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Ethical Issues in Scientific Research B Ye Wang 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. 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. Graph Neural Networks 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. How honest are politicians? M Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Improving Multi-hop Question Answering with Noisy Label Training M Zhao Meng FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Learning Better Representations of Code B Peter Belcák ,Ard Kastrati 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. Machine Learning Models for Code Search S 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. Machine Learning-based Iterative Combinatorial Auctions B Ye Wang ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Market Efficiency 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. More Benchmarking GNNs 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 B Robin Fritsch ,Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Multi-Machine Parsing M Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Multi-Machine Parsing: CYK and Earley Algorithms B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Neural Parsers S 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 B Ard Kastrati 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. Optimizing Politics B Yann Vonlanthen ,Judith Beestermöller FS 22 This email address is protected from spam bots. 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AI in Finance B Zhao Meng HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Benchmarking Graph Neural Networks 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 the Internet Computer B Robin Fritsch HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Contrastive Learning and Predictability Minimization B Béni Egressy HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Pattern Mining for Augmented ASTs B Peter Belcák HS 21 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. Preprocessing of EEG Data for DL Models S Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Understanding RL 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. Past Theses & Labs Title Type Contact/Supervisor Assigned Student(s) 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. 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 Exercise Generation [confidential] M Damian Pascual ,Oliver Richter HS 21 This email address is protected from spam bots. 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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 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. 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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. 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Variance Reduction in Decentralized Training over Heterogeneous Data M Roger Wattenhofer HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. DyR-MLP: a Dynamic Routing MLP Model for Temporal Knowledge Graph [confidential] M Zhao Meng HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Deep Learning for Text Attribute Transfer on Auto Encoder Models B Zhao Meng ,Damian Pascual HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Event-centric Forecasting on Temporal Knowledge Graph with Transformer S Zhao Meng HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. On Isotropy Calibration of Transformer Models [confidential] M Damian Pascual ,Karolis Martinkus HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. 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