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ORCIDRoger Wattenhofer
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- affiliation: ETH Zurich, Switzerland
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2020 – today
- 2023
[c363]Andrei Constantinescu, Roger Wattenhofer:
Computing the Best Policy that Survives a Vote. AAMAS 2023: 2058-2066- [c362]Benjamin Estermann, Stefan Kramer, Roger Wattenhofer, Ye Wang:
Deep Learning-Powered Iterative Combinatorial Auctions with Active Learning. AAMAS 2023: 2919-2921 - [c361]Chenhang Zhou
, Yu Chen, Roger Wattenhofer, Ye Wang:
Print Your Money: Cash-Like Experiences with Digital Money. CHI Extended Abstracts 2023: 234:1-234:7 - [c360]Zeta Avarikioti, Lioba Heimbach, Roland Schmid, Laurent Vanbever, Roger Wattenhofer, Patrick Wintermeyer:
FnF-BFT: A BFT Protocol with Provable Performance Under Attack. SIROCCO 2023: 165-198 - [c359]Zeta Avarikioti, Antoine Desjardins, Lefteris Kokoris-Kogias, Roger Wattenhofer:
Divide & Scale: Formalization and Roadmap to Robust Sharding. SIROCCO 2023: 199-245 - [i138]Flint Xiaofeng Fan, Yining Ma, Zhongxiang Dai, Cheston Tan, Bryan Kian Hsiang Low, Roger Wattenhofer:
FedHQL: Federated Heterogeneous Q-Learning. CoRR abs/2301.11135 (2023) - [i137]Lioba Heimbach, Eric G. Schertenleib, Roger Wattenhofer:
Short Squeeze in DeFi Lending Market: Decentralization in Jeopardy? CoRR abs/2302.04068 (2023) - [i136]Lioba Heimbach, Quentin Kneip, Yann Vonlanthen, Roger Wattenhofer:
DeFi and NFTs Hinder Blockchain Scalability. CoRR abs/2302.06708 (2023) - [i135]Rainer Feichtinger, Robin Fritsch, Yann Vonlanthen, Roger Wattenhofer:
The Hidden Shortcomings of (D)AOs - An Empirical Study of On-Chain Governance. CoRR abs/2302.12125 (2023) - [i134]Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer:
Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. CoRR abs/2302.12710 (2023) - [i133]Andrei Constantinescu, Roger Wattenhofer:
Computing the Best Policy That Survives a Vote. CoRR abs/2303.00660 (2023) - [i132]Benjamin Estermann, Roger Wattenhofer:
DAVA: Disentangling Adversarial Variational Autoencoder. CoRR abs/2303.01384 (2023) - [i131]Giacomo Camposampiero, Loïc Houmard, Benjamin Estermann, Joël Mathys, Roger Wattenhofer:
Visual Abstraction and Reasoning through Language. CoRR abs/2303.04091 (2023) - [i130]Mihai Babiac, Karolis Martinkus, Roger Wattenhofer:
Discovering Graph Generation Algorithms. CoRR abs/2304.12895 (2023) - [i129]Andrei Constantinescu, Diana Ghinea, Lioba Heimbach, Zilin Wang, Roger Wattenhofer:
A Fair and Resilient Decentralized Clock Network for Transaction Ordering. CoRR abs/2305.05206 (2023) - [i128]Damien Berriaud, Andrei Constantinescu, Roger Wattenhofer:
Stable Dinner Party Seating Arrangements. CoRR abs/2305.09549 (2023) - 2022
- [j66]Jing Li, Tianming Yu, Ye Wang, Roger Wattenhofer:
Dynamic Byzantine Broadcast in Asynchronous Message-Passing Systems. IEEE Access 10: 91372-91384 (2022) - [j65]Ye Wang, Zhicong Lu, Peng Cao, Jingyi Chu, Haonan Wang, Roger Wattenhofer:
How Live Streaming Changes Shopping Decisions in E-commerce: A Study of Live Streaming Commerce. Comput. Support. Cooperative Work. 31(4): 701-729 (2022) - [j64]Ye Wang, Zhicong Lu, Roger Wattenhofer:
Gay Dating on Non-dating Platforms: The Case of Online Dating Activities of Gay Men on a Q&A Platform. Proc. ACM Hum. Comput. Interact. 6(CSCW2): 1-23 (2022) - [c358]Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide, Roger Wattenhofer:
On Isotropy Calibration of Transformer Models. Insights@ACL 2022: 1-9 - [c357]Guirong Fu, Zhao Meng, Zhen Han, Zifeng Ding, Yunpu Ma, Matthias Schubert, Volker Tresp, Roger Wattenhofer:
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion. SPNLP@ACL 2022: 22-31 - [c356]Peter Belcak, Roger Wattenhofer:
Deterministic Graph-Walking Program Mining. ADMA (1) 2022: 457-471 - [c355]Joël Mathys, Robin Fritsch, Roger Wattenhofer:
Decentralized Graph Processing for Reachability Queries. ADMA (1) 2022: 505-519 - [c354]Lioba Heimbach, Roger Wattenhofer:
Eliminating Sandwich Attacks with the Help of Game Theory. AsiaCCS 2022: 153-167 - [c353]Robin Fritsch, Roger Wattenhofer:
The Price of Majority Support. AAMAS 2022: 436-444 - [c352]Lioba Heimbach, Eric Schertenleib, Roger Wattenhofer:
Exploring Price Accuracy on Uniswap V3 in Times of Distress. DeFi@CCS 2022: 47-53 - [c351]Ye Wang, Patrick Zuest, Yaxing Yao, Zhicong Lu, Roger Wattenhofer:
Impact and User Perception of Sandwich Attacks in the DeFi Ecosystem. CHI 2022: 591:1-591:15 - [c350]Sébastien Foucher, Damián Pascual, Oliver Richter, Roger Wattenhofer:
Word2Course: Creating Interactive Courses from as Little as a Keyword. CSEDU (1) 2022: 105-115 - [c349]Yu Fei, Zhao Meng, Ping Nie, Roger Wattenhofer, Mrinmaya Sachan:
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations. EMNLP 2022: 8560-8579 - [c348]Max Mathys, Roland Schmid, Jakub Sliwinski, Roger Wattenhofer:
A Limitlessly Scalable Transaction System. DPM/CBT@ESORICS 2022: 297-307 - [c347]Damian Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer:
Improving Brain Decoding Methods and Evaluation. ICASSP 2022: 1476-1480 - [c346]Torgin Mackinga, Tejaswi Nadahalli, Roger Wattenhofer:
TWAP Oracle Attacks: Easier Done than Said? ICBC 2022: 1-8 - [c345]Tejaswi Nadahalli, Majid Khabbazian, Roger Wattenhofer:
Grief-free Atomic Swaps. ICBC 2022: 1-9 - [c344]Pál András Papp, Roger Wattenhofer:
An Introduction to Graph Neural Networks from a Distributed Computing Perspective. ICDCIT 2022: 26-44 - [c343]Karolis Martinkus, Andreas Loukas, Nathanaël Perraudin, Roger Wattenhofer:
SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators. ICML 2022: 15159-15179 - [c342]Pál András Papp, Roger Wattenhofer:
A Theoretical Comparison of Graph Neural Network Extensions. ICML 2022: 17323-17345 - [c341]Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer:
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications. ICML 2022: 23912-23932 - [c340]Peter Belcak, David Hofer, Roger Wattenhofer:
A Neural Model for Regular Grammar Induction. ICMLA 2022: 401-406 - [c339]Andrei Constantinescu, Roger Wattenhofer:
Voting in Two-Crossing Elections. IJCAI 2022: 208-214 - [c338]Zhao Meng, Yihan Dong, Mrinmaya Sachan, Roger Wattenhofer:
Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks. NAACL-HLT (Findings) 2022: 87-101 - [c337]Peter Belcak, Ard Kastrati, Flavio Schenker, Roger Wattenhofer:
FACT: Learning Governing Abstractions Behind Integer Sequences. NeurIPS 2022 - [c336]Roger Wattenhofer:
Graph Neural Networks as Application of Distributed Algorithms. ApPLIED@PODC 2022: 1 - [c335]Diana Ghinea, Chen-Da Liu-Zhang, Roger Wattenhofer:
Optimal Synchronous Approximate Agreement with Asynchronous Fallback. PODC 2022: 70-80 - [c334]Roger Wattenhofer:
Networks, Dynamics, Algorithms, and Learning (Invited Talk). SAND 2022: 3:1-3:1 - [c333]Peter Belcak, Roger Wattenhofer:
Periodic Extrapolative Generalisation in Neural Networks. SSCI 2022: 1066-1073 - [c332]Jakub Sliwinski, Yann Vonlanthen, Roger Wattenhofer:
Consensus on Demand. SSS 2022: 299-313 - [c331]Jakub Sliwinski, Roger Wattenhofer:
Better Incentives for Proof-of-Work. SSS 2022: 314-328 - [c330]Ye Wang, Yan Chen, Haotian Wu, Liyi Zhou, Shuiguang Deng, Roger Wattenhofer:
Cyclic Arbitrage in Decentralized Exchanges. WWW (Companion Volume) 2022: 12-19 - [i127]Robin Fritsch, Roger Wattenhofer:
The Price of Majority Support. CoRR abs/2201.12303 (2022) - [i126]Pál András Papp, Roger Wattenhofer:
A Theoretical Comparison of Graph Neural Network Extensions. CoRR abs/2201.12884 (2022) - [i125]Jakub Sliwinski, Yann Vonlanthen, Roger Wattenhofer:
Consensus on Demand. CoRR abs/2202.03756 (2022) - [i124]Lioba Heimbach, Roger Wattenhofer:
Eliminating Sandwich Attacks with the Help of Game Theory. CoRR abs/2202.03762 (2022) - [i123]Xingwu Liu, Zhida Pan, Yuyi Wang, Roger Wattenhofer:
Online Matching with Convex Delay Costs. CoRR abs/2203.03335 (2022) - [i122]Jan Arvid Berg, Robin Fritsch, Lioba Heimbach, Roger Wattenhofer:
An Empirical Study of Market Inefficiencies in Uniswap and SushiSwap. CoRR abs/2203.07774 (2022) - [i121]Lioba Heimbach, Roger Wattenhofer:
SoK: Preventing Transaction Reordering Manipulations in Decentralized Finance. CoRR abs/2203.11520 (2022) - [i120]Robin Fritsch, Marino Müller, Roger Wattenhofer:
Analyzing Voting Power in Decentralized Governance: Who controls DAOs? CoRR abs/2204.01176 (2022) - [i119]Karolis Martinkus, Andreas Loukas, Nathanaël Perraudin, Roger Wattenhofer:
SPECTRE : Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators. CoRR abs/2204.01613 (2022) - [i118]Robin Fritsch, Younjoo Lee, Adrian Meier, Ye Wang, Roger Wattenhofer:
Understanding the Relationship Between Core Constraints and Core-Selecting Payment Rules in Combinatorial Auctions. CoRR abs/2204.11708 (2022) - [i117]Andrei Constantinescu, Roger Wattenhofer:
Voting in Two-Crossing Elections. CoRR abs/2205.00474 (2022) - [i116]Lukas Faber, Roger Wattenhofer:
Asynchronous Neural Networks for Learning in Graphs. CoRR abs/2205.12245 (2022) - [i115]Peter Müller, Lukas Faber, Karolis Martinkus, Roger Wattenhofer:
DT+GNN: A Fully Explainable Graph Neural Network using Decision Trees. CoRR abs/2205.13234 (2022) - [i114]Beni Egressy, Roger Wattenhofer:
Graph Neural Networks with Precomputed Node Features. CoRR abs/2206.00637 (2022) - [i113]Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer:
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications. CoRR abs/2206.08672 (2022) - [i112]Jakub Sliwinski, Roger Wattenhofer:
Better Incentives for Proof-of-Work. CoRR abs/2206.10050 (2022) - [i111]Karolis Martinkus, Pál András Papp, Benedikt Schesch, Roger Wattenhofer:
Agent-based Graph Neural Networks. CoRR abs/2206.11010 (2022) - [i110]Judith Beestermöller, Costas Busch, Roger Wattenhofer:
Fault-Tolerant Distributed Directories. CoRR abs/2207.09940 (2022) - [i109]Lioba Heimbach, Eric Schertenleib, Roger Wattenhofer:
Exploring Price Accuracy on Uniswap V3 in Times of Distress. CoRR abs/2208.09642 (2022) - [i108]Peter Belcak, Roger Wattenhofer:
Deterministic Graph-Walking Program Mining. CoRR abs/2208.10290 (2022) - [i107]Liyi Zhou, Xihan Xiong, Jens Ernstberger, Stefanos Chaliasos, Zhipeng Wang, Ye Wang, Kaihua Qin, Roger Wattenhofer, Dawn Song, Arthur Gervais:
SoK: Decentralized Finance (DeFi) Incidents. CoRR abs/2208.13035 (2022) - [i106]Peter Belcák, Ard Kastrati, Flavio Schenker, Roger Wattenhofer:
FACT: Learning Governing Abstractions Behind Integer Sequences. CoRR abs/2209.09543 (2022) - [i105]Peter Belcák, Roger Wattenhofer:
Periodic Extrapolative Generalisation in Neural Networks. CoRR abs/2209.10280 (2022) - [i104]Peter Belcák, David Hofer, Roger Wattenhofer:
A Neural Model for Regular Grammar Induction. CoRR abs/2209.11628 (2022) - [i103]Kilian Konstantin Haefeli, Karolis Martinkus, Nathanaël Perraudin, Roger Wattenhofer:
Diffusion Models for Graphs Benefit From Discrete State Spaces. CoRR abs/2210.01549 (2022) - [i102]Peter Belcak, Roger Wattenhofer:
Neural Combinatorial Logic Circuit Synthesis from Input-Output Examples. CoRR abs/2210.16606 (2022) - [i101]Yu Fei, Ping Nie, Zhao Meng, Roger Wattenhofer, Mrinmaya Sachan:
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations. CoRR abs/2210.16637 (2022) - [i100]Jeremia Geiger, Karolis Martinkus, Oliver Richter, Roger Wattenhofer:
Automating Rigid Origami Design. CoRR abs/2211.13219 (2022) - [i99]Florian Grötschla, Joël Mathys, Roger Wattenhofer:
Learning Graph Algorithms With Recurrent Graph Neural Networks. CoRR abs/2212.04934 (2022) - [i98]Martin Hoefer, Sigal Oren, Roger Wattenhofer, Giovanna Varricchio:
Computational Social Dynamics (Dagstuhl Seminar 22452). Dagstuhl Reports 12(11): 28-44 (2022) - [i97]Diana Ghinea, Chen-Da Liu-Zhang, Roger Wattenhofer:
Optimal Synchronous Approximate Agreement with Asynchronous Fallback. IACR Cryptol. ePrint Arch. 2022: 354 (2022) - [i96]Torgin Mackinga, Tejaswi Nadahalli, Roger Wattenhofer:
TWAP Oracle Attacks: Easier Done than Said? IACR Cryptol. ePrint Arch. 2022: 445 (2022) - [i95]Tejaswi Nadahalli, Majid Khabbazian, Roger Wattenhofer:
Grief-free Atomic Swaps. IACR Cryptol. ePrint Arch. 2022: 700 (2022) - [i94]Liyi Zhou, Xihan Xiong, Jens Ernstberger, Stefanos Chaliasos, Zhipeng Wang, Ye Wang, Kaihua Qin, Roger Wattenhofer, Dawn Song, Arthur Gervais:
SoK: Decentralized Finance (DeFi) Attacks. IACR Cryptol. ePrint Arch. 2022: 1773 (2022) - 2021
- [j63]Roger Wattenhofer:
Do Universities Have a Future? Bull. EATCS 135 (2021) - [j62]Damián Pascual, Alireza Amirshahi, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer:
EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation. IEEE Trans. Biomed. Eng. 68(8): 2435-2446 (2021) - [c329]Yiran Xing, Zai Shi, Zhao Meng, Gerhard Lakemeyer, Yunpu Ma, Roger Wattenhofer:
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. ACL/IJCNLP (1) 2021: 525-535 - [c328]Damian Pascual, Sandro Luck, Roger Wattenhofer:
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. BioNLP@NAACL-HLT 2021: 54-63 - [c327]Zai Shi, Zhao Meng, Yiran Xing, Yunpu Ma, Roger Wattenhofer:
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers. BMVC 2021: 405 - [c326]Damian Pascual, Gino Brunner, Roger Wattenhofer:
Telling BERT's Full Story: from Local Attention to Global Aggregation. EACL 2021: 105-124 - [c325]Damian Pascual, Beni Egressy, Clara Meister, Ryan Cotterell, Roger Wattenhofer:
A Plug-and-Play Method for Controlled Text Generation. EMNLP (Findings) 2021: 3973-3997 - [c324]Ard Kastrati, Martyna Plomecka, Roger Wattenhofer, Nicolas Langer:
Using Deep Learning to Classify Saccade Direction from Brain Activity. ETRA Short Papers 2021: 28:1-28:6 - [c323]Tejaswi Nadahalli, Majid Khabbazian, Roger Wattenhofer:
Timelocked Bribing. Financial Cryptography (1) 2021: 53-72 - [c322]Zeta Avarikioti, Eleftherios Kokoris-Kogias, Roger Wattenhofer, Dionysis Zindros:
Brick: Asynchronous Incentive-Compatible Payment Channels. Financial Cryptography (2) 2021: 209-230 - [c321]Carol Chermaz, Dario Leuchtmann, Simon Tanner, Roger Wattenhofer:
Compressed Representation of Cepstral Coefficients via Recurrent Neural Networks for Informed Speech Enhancement. ICASSP 2021: 731-735 - [c320]Yuang Cheng, Yue Ding, Sébastien Foucher, Damián Pascual, Oliver Richter, Martin Volk, Roger Wattenhofer:
WikiFlash: Generating Flashcards from Wikipedia Articles. ICONIP (4) 2021: 138-149 - [c319]Pankaj Khanchandani, Jan Schäppi, Ye Wang, Roger Wattenhofer:
On Consensus Number 1 Objects. ICPADS 2021: 875-882 - [c318]Pankaj Khanchandani, Oliver Richter, Lukas Rusch, Roger Wattenhofer:
Learning Algorithms with Self-Play: A New Approach to the Distributed Directory Problem. ICTAI 2021: 501-505 - [c317]Sumu Zhao, Damián Pascual, Gino Brunner, Roger Wattenhofer:
Of Non-Linearity and Commutativity in BERT. IJCNN 2021: 1-8 - [c316]Pál András Papp, Roger Wattenhofer:
Sequential Defaulting in Financial Networks. ITCS 2021: 52:1-52:20 - [c315]Pascal Josephy, Simon Tanner, Roger Wattenhofer:
Combined ADS-B and GNSS Indoor Localization. IPIN 2021: 1-8 - [c314]Pankaj Khanchandani, Roger Wattenhofer:
Byzantine Agreement with Unknown Participants and Failures. IPDPS 2021: 952-961 - [c313]Lukas Faber, Amin K. Moghaddam, Roger Wattenhofer:
When Comparing to Ground Truth is Wrong: On Evaluating GNN Explanation Methods. KDD 2021: 332-341 - [c312]Pál András Papp, Roger Wattenhofer:
Stabilization Bounds for Influence Propagation from a Random Initial State. MFCS 2021: 83:1-83:15 - [c311]Alexander Canals, Pascal Josephy, Simon Tanner, Roger Wattenhofer:
Robust indoor localization with ADS-B. MobiCom 2021: 505-516 - [c310]Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer:
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. NeurIPS Datasets and Benchmarks 2021 - [c309]Pál András Papp, Karolis Martinkus, Lukas Faber, Roger Wattenhofer:
DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks. NeurIPS 2021: 21997-22009 - [c308]Johannes Ackermann, Oliver Richter, Roger Wattenhofer:
Unsupervised Task Clustering for Multi-task Reinforcement Learning. ECML/PKDD (1) 2021: 222-237 - [c307]Pál András Papp, Roger Wattenhofer:
Debt Swapping for Risk Mitigation in Financial Networks. EC 2021: 765-784 - [c306]Henri Devillez, Béni Egressy, Robin Fritsch, Roger Wattenhofer:
Two-Agent Tree Evacuation. SIROCCO 2021: 204-221 - [c305]Jakub Sliwinski, Roger Wattenhofer:
Asynchronous Proof-of-Stake. SSS 2021: 194-208 - [c304]Pál András Papp, Roger Wattenhofer:
Default Ambiguity: Finding the Best Solution to the Clearing Problem. WINE 2021: 391-409 - [e14]Dawn Song, Roger Wattenhofer, Arthur Gervais, Philipp Jovanovic:
DeFi '21: Proceedings of the 2021 ACM CCS Workshop on Decentralized Finance and Security, Virtual Event, Republic of Korea, 19 November 2021. ACM 2021, ISBN 978-1-4503-8540-4 [contents] - [i93]Yiran Xing, Zai Shi, Zhao Meng, Yunpu Ma, Roger Wattenhofer:
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. CoRR abs/2101.00419 (2021) - [i92]Sumu Zhao, Damian Pascual, Gino Brunner, Roger Wattenhofer:
Of Non-Linearity and Commutativity in BERT. CoRR abs/2101.04547 (2021) - [i91]Pankaj Khanchandani, Roger Wattenhofer:
Byzantine Agreement with Unknown Participants and Failures. CoRR abs/2102.10442 (2021) - [i90]Nikola Jovanovic, Zhao Meng, Lukas Faber, Roger Wattenhofer:
Towards Robust Graph Contrastive Learning. CoRR abs/2102.13085 (2021) - [i89]Lukas Faber, Yifan Lu, Roger Wattenhofer:
Should Graph Neural Networks Use Features, Edges, Or Both? CoRR abs/2103.06857 (2021) - [i88]Damian Pascual, Sandro Luck, Roger Wattenhofer:
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities. CoRR abs/2104.06709 (2021) - [i87]Ye Wang, Yu Chen, Shenyi Wang, Chenhang Zhou, Xiaochen Zheng, Roger Wattenhofer:
Print Your Own Money: A Cash-Like Experience for Digital Payment Systems. CoRR abs/2104.10480 (2021) - [i86]Ye Wang, Yan Chen, Shuiguang Deng, Roger Wattenhofer:
Cyclic Arbitrage in Decentralized Exchange Markets. CoRR abs/2105.02784 (2021) - [i85]Robin Fritsch, Roger Wattenhofer:
A Note on Optimal Fees for Constant Function Market Makers. CoRR abs/2105.13510 (2021) - [i84]Beni Egressy, Roger Wattenhofer:
Bailouts in Financial Networks. CoRR abs/2106.12315 (2021) - [i83]