Available Theses & Labs Title Type Contact/Supervisor Assigned 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 Bring Your Own Algorithm M/S Andrei Constantinescu available Building Deep Learning Models for Dynamic Graphs B/M/S Zhao Meng available Creating the Next Decentralized Computer B/M/S Yann Vonlanthen available DeepEye: Eye Tracking with Deep Learning B/M/S Ard Kastrati available Graph Neural Networks for Financial Crime Analysis (2) M Béni Egressy 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 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. 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. 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. Anomaly Detection for Predictive Maintenance M Béni Egressy FS 22 This email address is protected from spam bots. 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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. 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. You need JavaScript enabled to view it. Over-bidding Strategies in Combinatorial Auctions S Ye Wang ,Robin Fritsch 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. Putting Git on the Blockchain, a DAO Project M Yann Vonlanthen FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Quantifying Effects of Design Decisions in VAE-based Unsupervised Disentanglement Learning B Benjamin Estermann ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Set Functions B Béni Egressy 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 DeFi Ecosystem B Ye Wang 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. Abstraction and Reasoning Challenge B Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. 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. 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. 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) 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. 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. 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. 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. Replicating Liquidity Provision Strategies in Uniswap B Robin Fritsch 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. 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. 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. 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. 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. 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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. You need JavaScript enabled to view it. Classifying Medical Text using State-of-the-art Natural Language Processing Techniques M Damian Pascual HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Conditional Language Generation [confidential] S Damian Pascual ,Béni Egressy HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Web App Design for Cryptocurrency Transaction System S Ye Wang HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Server Design for Digital Payment System S Ye Wang HS 20 This email address is protected from spam bots. 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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. Developing a Jass AI Server B Oliver Richter HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Development of a Decentralised Communication Framework for an Online Tichu Game S Lukas Faber ,Oliver Richter HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Emoji for Natural Language Processing M Ye Wang ,Zhao Meng HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Evaluating Performance Limits of BFT Protocols [confidential] S Zeta Avarikioti ,Roland Schmid HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Explaining and Visualizing Graph Neural Networks [confidential] M Lukas Faber HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Generating Flashcards From Wikipedia Articles [confidential] G Damian Pascual ,Oliver Richter HS 20 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. Graph Neural Networks in Finance S Lukas Faber ,Béni Egressy HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. HomeDetective: Improved Area Subdivision and Support for Areas of Interest [confidential] B Simon Tanner HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Infection Spreading in Graphs S Pál András Papp ,Béni Egressy HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. LTE Positioning [confidential] S Simon Tanner HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Multiagent Reinforcement Learning in Financial Networks S Lukas Faber ,Pál András Papp HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Normalized Attention Reinforcement Learning [confidential] S Oliver Richter ,Damian Pascual HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Collusion Resistance in Peer Grading S Jakub Sliwinski ,Diana Ghinea HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Strategyproof Cardinal Peer Grading S Jakub Sliwinski ,Diana Ghinea HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Predicting COVID-19 Spread from Large-Scale Mobility Data [confidential] M Roger Wattenhofer HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Prediction of Sleep Quality from Smartphone Sound Recordings S Roger Wattenhofer HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Receiving ADS-B Messages with Deep Learning using Past-Message Information [confidential] M Simon Tanner ,Damian Pascual HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. A Rigid Origami Environment for Reinforcement Learning [confidential] M Oliver Richter ,Karolis Martinkus HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. Transparent Field Device Management for Complex Cyber-Physical Industrial Automation Systems S Roger Wattenhofer HS 20 This email address is protected from spam bots. You need JavaScript enabled to view it. 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