Joseph Scott

Joseph Scott

University of Waterloo

H-index: 8

North America-Canada

About Joseph Scott

Joseph Scott, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of Artificial Intelligence, Automated Reasoning, Logic Solvers, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bertrlfuzzer: A bert and reinforcement learning based fuzzer

Goose: A Meta-Solver for Deep Neural Network Verification.

BanditFuzz: fuzzing SMT solvers with multi-agent reinforcement learning

MachSMT: A Machine Learning-based Algorithm Selector for SMT Solvers

Discovering symmetry invariants and conserved quantities by interpreting siamese neural networks

LGML: Logic Guided Machine Learning

xai-gan: Enhancing generative adversarial networks via explainable ai systems

Banditfuzz: A reinforcement-learning based performance fuzzer for smt solvers

Joseph Scott Information

University

Position

___

Citations(all)

215

Citations(since 2020)

213

Cited By

29

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

8

i10Index(since 2020)

8

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Joseph Scott Skills & Research Interests

Artificial Intelligence

Automated Reasoning

Logic Solvers

Machine Learning

Top articles of Joseph Scott

Title

Journal

Author(s)

Publication Date

Bertrlfuzzer: A bert and reinforcement learning based fuzzer

arXiv preprint arXiv:2305.12534

Piyush Jha

Joseph Scott

Jaya Sriram Ganeshna

Mudit Singh

Vijay Ganesh

2023/5/21

Goose: A Meta-Solver for Deep Neural Network Verification.

Joseph Scott

Guanting Pan

Elias B Khalil

Vijay Ganesh

2022

BanditFuzz: fuzzing SMT solvers with multi-agent reinforcement learning

Joseph Scott

Trishal Sudula

Hammad Rehman

Federico Mora

Vijay Ganesh

2021

MachSMT: A Machine Learning-based Algorithm Selector for SMT Solvers

Tools and Algorithms for the Construction and Analysis of Systems

Joseph Scott

Aina Niemetz

Mathias Preiner

Saeed Nejati

Vijay Ganesh

2020

Discovering symmetry invariants and conserved quantities by interpreting siamese neural networks

Phys. Rev. Research

Sebastian J Wetzel

Roger G Melko

Joseph Scott

Maysum Panju

Vijay Ganesh

2020/9/25

LGML: Logic Guided Machine Learning

Proceedings of the AAAI Conference on Artificial Intelligence

Joseph Scott

Maysum Panju

Vijay Ganesh

2020/4/3

xai-gan: Enhancing generative adversarial networks via explainable ai systems

arXiv preprint arXiv:2002.10438

Vineel Nagisetty

Laura Graves

Joseph Scott

Vijay Ganesh

2020/2/24

Banditfuzz: A reinforcement-learning based performance fuzzer for smt solvers

Joseph Scott

Federico Mora

Vijay Ganesh

2020

See List of Professors in Joseph Scott University(University of Waterloo)

Co-Authors

H-index: 51
Pascal Poupart

Pascal Poupart

University of Waterloo

H-index: 49
Roger G. Melko

Roger G. Melko

University of Waterloo

H-index: 37
Vijay Ganesh

Vijay Ganesh

University of Waterloo

H-index: 18
Aina Niemetz

Aina Niemetz

Stanford University

H-index: 16
Jia Hui Liang

Jia Hui Liang

University of Waterloo

H-index: 16
Mathias Preiner

Mathias Preiner

Stanford University

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