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ORCIDJoseph Scott
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2020 – today
- 2024
[b1]Joseph Scott:
Meta-Solving via Machine Learning for Automated Reasoning. University of Waterloo, Ontario, Canada, 2024- [c12]Piyush Jha, Joseph Scott, Jaya Sriram Ganeshna, Mudit Singh, Vijay Ganesh:
BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract). AAAI 2024: 23521-23522 - 2023
- [j3]Joanna Nicholas
, Brennen Mills, Sara Hansen, Stephen J. Bright, Joseph Scott, Imogen Ridout, Jess Watson, Heather Boyd, Luke Brook, Luke Hopper:
Sideffect GamePlan: Development of an alcohol and other drug serious game for high school students using a systematic and iterative user-centred game development framework. Comput. Hum. Behav. 145: 107774 (2023) - [j2]Joseph Scott, Aina Niemetz, Mathias Preiner, Saeed Nejati, Vijay Ganesh:
Algorithm selection for SMT. Int. J. Softw. Tools Technol. Transf. 25(2): 219-239 (2023) - [j1]Joseph Scott, Aina Niemetz, Mathias Preiner, Saeed Nejati, Vijay Ganesh:
Publisher Correction: Algorithm selection for SMT. Int. J. Softw. Tools Technol. Transf. 25(5): 799-800 (2023) - [c11]Joseph Scott, Guanting Pan, Piyush Jha, Elias B. Khalil, Vijay Ganesh:
Pierce: A Testing Tool for Neural Network Verification Solvers. VSTTE 2023: 31-43 - [i5]Piyush Jha, Joseph Scott, Jaya Sriram Ganeshna, Mudit Singh, Vijay Ganesh:
BertRLFuzzer: A BERT and Reinforcement Learning based Fuzzer. CoRR abs/2305.12534 (2023) - 2022
- [c10]Joseph Scott, Guanting Pan, Elias B. Khalil, Vijay Ganesh:
Goose: A Meta-Solver for Deep Neural Network Verification. SMT 2022: 99-113 - [d1]Joseph Scott, Aina Niemetz, Mathias Preiner, Saeed Nejati, Vijay Ganesh:
MachSMT: Machine Learning Driven Algorithm Selection for SMT Solvers. Zenodo, 2022
- 2021
- [c9]Dhananjay Ashok, Joseph Scott, Sebastian Johann Wetzel, Maysum Panju, Vijay Ganesh:
Logic Guided Genetic Algorithms (Student Abstract). AAAI 2021: 15753-15754 - [c8]Joseph Scott, Trishal Sudula, Hammad Rehman, Federico Mora, Vijay Ganesh:
BanditFuzz: Fuzzing SMT Solvers with Multi-agent Reinforcement Learning. FM 2021: 103-121 - [c7]Joseph Scott, Aina Niemetz, Mathias Preiner, Saeed Nejati, Vijay Ganesh:
MachSMT: A Machine Learning-based Algorithm Selector for SMT Solvers. TACAS (2) 2021: 303-325 - 2020
- [c6]Joseph Scott, Maysum Panju, Vijay Ganesh:
LGML: Logic Guided Machine Learning (Student Abstract). AAAI 2020: 13909-13910 - [c5]Joseph Scott, Neal S. Wade, Johnson Fernandes:
The Need for Tidiness in Energy Data Analysis. ISGT-Europe 2020: 434-438 - [c4]Joseph Scott, Federico Mora, Vijay Ganesh:
Abstract: BanditFuzz: A Reinforcement-Learning based Performance Fuzzer for SMT Solvers. SMT 2020: 61 - [c3]Joseph Scott, Aina Niemetz, Mathias Preiner, Vijay Ganesh:
Abstract: MachSMT: A Machine Learning-based Algorithm Selector for SMT Solvers. SMT 2020: 62 - [c2]Joseph Scott, Federico Mora, Vijay Ganesh:
BanditFuzz: A Reinforcement-Learning Based Performance Fuzzer for SMT Solvers. VSTTE 2020: 68-86 - [i4]Laura Graves, Vineel Nagisetty, Joseph Scott, Vijay Ganesh:
LogicGAN: Logic-guided Generative Adversarial Networks. CoRR abs/2002.10438 (2020) - [i3]Sebastian Johann Wetzel, Roger G. Melko, Joseph Scott, Maysum Panju, Vijay Ganesh:
Discovering Symmetry Invariants and Conserved Quantities by Interpreting Siamese Neural Networks. CoRR abs/2003.04299 (2020) - [i2]Joseph Scott, Maysum Panju, Vijay Ganesh:
LGML: Logic Guided Machine Learning. CoRR abs/2006.03626 (2020) - [i1]Dhananjay Ashok, Joseph Scott, Sebastian Johann Wetzel, Maysum Panju, Vijay Ganesh:
Logic Guided Genetic Algorithms. CoRR abs/2010.11328 (2020)
2010 – 2019
- 2017
- [c1]Saeed Nejati, Zack Newsham, Joseph Scott, Jia Hui Liang, Catherine H. Gebotys, Pascal Poupart, Vijay Ganesh:
A Propagation Rate Based Splitting Heuristic for Divide-and-Conquer Solvers. SAT 2017: 251-260
Coauthor Index
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