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Roger Wattenhofer

  1. Exponentially Faster Language Modelling
    2023/11/15 by Peter Belcak, Belcak, Peter, Roger Wattenhofer +1 · 5 voices · 1 citation
    Computer Science · #Topic Modeling #Advanced Neural Network Applications #Natural Language Processing Techniques
  2. Breaking reCAPTCHAv2
    2024/07/02 by Andreas Plesner, Tobias Vontobel, Roger Wattenhofer · 4 voices · 6 citations
    Computer Science · #User Authentication and Security Systems #Advanced Malware Detection Techniques #Advanced Authentication Protocols Security
  3. Bitcoin Transaction Malleability and MtGox
    2014/01/01 by Christian Decker, Roger Wattenhofer · 2 voices · 3 citations
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Internet Traffic Analysis and Secure E-voting
  4. A Plug-and-Play Method for Controlled Text Generation
    2021/09/20 by Damian Pascual, Pascual, Damian, Beni Egressy +7 · 2 voices · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  5. SoK: Decentralized Finance (DeFi) Attacks
    2022/08/27 by Liyi Zhou, Xihan Xiong, Zhou, Liyi +17 · 15 citations
    Business, Management and Accounting · Computer Science · Social Sciences · #Blockchain Technology Applications and Security #Crime, Illicit Activities, and Governance #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance
  6. Ethereum's Proposer-Builder Separation: Promises and Realities
    2023/05/30 by Lioba Heimbach, Lucianna Kiffer, Heimbach, Lioba +5 · 10 citations
    Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #Distributed #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  7. Symbolic Music Genre Transfer with CycleGAN
    2018/09/20 by Gino Brunner, Yuyi Wang, Brunner, Gino +5 · 3 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
  8. Stone Age Distributed Computing
    2012/02/06 by Yuval Emek, Emek, Yuval, Jasmin Smula +3 · 3 citations
    Computer Science · Engineering · #Distributed systems and fault tolerance #Optimization and Search Problems #Modular Robots and Swarm Intelligence
  9. Ethereum Proof-of-Stake Consensus Layer: Participation and Decentralization
    2023/06/19 by Dominic Grandjean, Lioba Heimbach, Grandjean, Dominic +3 · 5 citations
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Parallel #and Cluster Computing (cs.DC)
  10. On Identifiability in Transformers
    2019/08/12 by Gino Brunner, Brunner, Gino, Yang Liu +9 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #I.7.0 #Machine Learning (cs.LG) #Topic Modeling
  11. Assessing Adversarial Robustness of Large Language Models: An Empirical Study
    2024/05/04 by Zeyu Yang, Yang, Zeyu, Zhao Meng +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  12. Agent-based Graph Neural Networks
    2022/06/22 by Karolis Martinkus, Martinkus, Karolis, Pál András Papp +5 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  13. Efficient and Scalable Graph Generation through Iterative Local Expansion
    2023/12/14 by Andreas Bergmeister, Karolis Martinkus, Bergmeister, Andreas +5 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  14. Provably Powerful Graph Neural Networks for Directed Multigraphs
    2023/06/20 by Béni Egressy, Luc von Niederhäusern, Egressy, Béni +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
  15. Towards Learning to Reason: Comparing LLMs with Neuro-Symbolic on Arithmetic Relations in Abstract Reasoning
    2024/12/07 by Michael Hersche, Hersche, Michael, Giacomo Camposampiero +7 · 1 voice · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Intelligent Tutoring Systems and Adaptive Learning #cs.AI #cs.LG #cs.SC
  16. Diffusion Models for Graphs Benefit From Discrete State Spaces
    2022/10/04 by Kilian Konstantin Haefeli, Karolis Martinkus, Haefeli, Kilian Konstantin +5 · 2 citations
    Computer Science · Materials Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Social and Information Networks (cs.SI)
  17. Distributed Verification and Hardness of Distributed Approximation
    2010/11/12 by Sarma, Atish Das, Holzer, Stephan, Kor, Liah +13 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #C.2.4 #Complexity and Algorithms in Graphs #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #Distributed #F.0 #F.2.2 #FOS: Computer and information sciences #G.2.2 #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  18. DeFi and NFTs Hinder Blockchain Scalability
    2023/02/13 by Lioba Heimbach, Heimbach, Lioba, Kniep, Quentin +4 · 2 citations
    Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Digital Platforms and Economics #Distributed #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Parallel #and Cluster Computing (cs.DC)
  19. Stable Dinner Party Seating Arrangements
    2023/05/16 by Damien Berriaud, Andrei Constantinescu, Berriaud, Damien +3 · 2 citations
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computational Complexity (cs.CC) #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Voting Systems
  20. Dynamic scheduling of network updates
    2014/08/17 by Xin Jin, Hongqiang Harry Liu, Rohan Gandhi +5 · 1 citation
  21. ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
    2024/10/03 by Duy M. H. Nguyen, Nguyen, Duy M. H., Nghiem T. Diep +22 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  22. Tight Bounds for Parallel Randomized Load Balancing
    2011/02/26 by Christoph Lenzen, Roger Wattenhofer, Lenzen, Christoph +1 · 1 citation
    Computer Science · #Distributed systems and fault tolerance #Complexity and Algorithms in Graphs #Interconnection Networks and Systems
  23. A Theoretical Comparison of Graph Neural Network Extensions
    2022/01/30 by Pál András Papp, Papp, Pál András, Roger Wattenhofer +1 · 1 voice · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
  24. Beyond Pairwise Correlations: Higher-Order Redundancies in Self-Supervised Representation Learning
    2024/12/02 by David Zollikofer, Zollikofer, David, Béni Egressy +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  25. Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Training
    2024/03/06 by Paul Doucet, Benjamin Estermann, Doucet, Paul +5 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Problem and Project Based Learning
  26. Deanonymizing Ethereum Validators: The P2P Network Has a Privacy Issue
    2024/09/06 by Lioba Heimbach, Heimbach, Lioba, Yann Vonlanthen +7 · 3 citations
    Computer Science · Decision Sciences · #Peer-to-Peer Network Technologies #Semantic Web and Ontologies #Data Quality and Management
  27. Directed Beam Search: Plug-and-Play Lexically Constrained Language Generation
    2020/12/31 by Damián Pascual, Béni Egressy, Pascual, Damian +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks
    2021/07/15 by Zhao Meng, Yihan Dong, Meng, Zhao +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. Asynchronous Neural Networks for Learning in Graphs
    2022/05/24 by Lukas Faber, Roger Wattenhofer, Faber, Lukas +1 · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
  30. Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence
    2024/01/07 by Philip Jordan, Florian Grötschla, Jordan, Philip +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  31. Benchmarking GNNs Using Lightning Network Data
    2024/07/05 by Rainer Feichtinger, Feichtinger, Rainer, Florian Grötschla +5 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opportunistic and Delay-Tolerant Networks
  32. Dissecting the EIP-2930 Optional Access Lists
    2023/12/11 by Lioba Heimbach, Heimbach, Lioba, Quentin Kniep +7 · 1 citation
    Computer Science · Decision Sciences · Engineering · #Auction Theory and Applications #Blockchain Technology Applications and Security #Distributed #FOS: Computer and information sciences #Parallel #Smart Grid Energy Management #and Cluster Computing (cs.DC)
  33. Cue Point Estimation using Object Detection
    2024/07/09 by Giulia Argüello, Argüello, Giulia, Luca A. Lanzendörfer +3 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
  34. Next Level Message-Passing with Hierarchical Support Graphs
    2024/06/22 by Carlos Vonessen, Vonessen, Carlos, Florian Grötschla +3 · 1 citation
    Computer Science · Engineering · #Advanced Wireless Network Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Satellite Communication Systems #Wireless Communication Networks Research
  35. Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
    2024/11/21 by Frédéric Berdoz, Roger Wattenhofer, Berdoz, Frédéric +1 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Blockchain Technology Applications and Security #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  36. Extending Asynchronous Byzantine Agreement with Crusader Agreement
    2025/02/04 by Mose Mizrahi Erbes, Erbes, Mose Mizrahi, Roger Wattenhofer +1 · 1 citation
    Computer Science · Social Sciences · #Access Control and Trust #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Information Theory (cs.IT) #Parallel #and Cluster Computing (cs.DC)
  37. Byzantine Fault-Tolerant Post-Quantum Distributed Quorum Signatures
    2026/07/20 by Quentin Kniep, Jakub Sliwinski, Roger Wattenhofer
    #cs.DC