Vijay Ganesh

Vijay Ganesh

University of Waterloo

H-index: 37

North America-Canada

About Vijay Ganesh

Vijay Ganesh, With an exceptional h-index of 37 and a recent h-index of 28 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of SAT/SMT Solvers, AI, software engineering, mathematical logic, quantum foundations.

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

A SAT Solver and Computer Algebra Attack on the Minimum Kochen-Specker Problem (Student Abstract)

A Linear Time Algorithm for Two-Vertex Bottlenecks

Grounding Neural Inference with Satisfiability Modulo Theories

A reinforcement learning based reset policy for cdcl sat solvers

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

A SAT+ Computer Algebra System Verification of the Ramsey Problem R (3, 8)(Student Abstract)

AlphaMapleSAT: An MCTS-based Cube-and-Conquer SAT Solver for Hard Combinatorial Problems

BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract)

Vijay Ganesh Information

University

Position

Associate Professor Canada

Citations(all)

7964

Citations(since 2020)

3391

Cited By

5728

hIndex(all)

37

hIndex(since 2020)

28

i10Index(all)

78

i10Index(since 2020)

70

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Vijay Ganesh Skills & Research Interests

SAT/SMT Solvers

AI

software engineering

mathematical logic

quantum foundations

Top articles of Vijay Ganesh

Title

Journal

Author(s)

Publication Date

A SAT Solver and Computer Algebra Attack on the Minimum Kochen-Specker Problem (Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Zhengyu Li

Curtis Bright

Vijay Ganesh

2024/3/24

A Linear Time Algorithm for Two-Vertex Bottlenecks

Sam Buss

Vijay Ganesh

Albert Oliveras

2024/3/16

Grounding Neural Inference with Satisfiability Modulo Theories

Advances in Neural Information Processing Systems

Zifan Wang

Saranya Vijayakumar

Kaiji Lu

Vijay Ganesh

Somesh Jha

...

2024/2/13

A reinforcement learning based reset policy for cdcl sat solvers

arXiv preprint arXiv:2404.03753

Chunxiao Li

Charlie Liu

Jonathan Chung

Piyush Jha

Vijay Ganesh

2024/4/4

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

arXiv preprint arXiv:2401.17159

Zhengyang Lu

Stefan Siemer

Piyush Jha

Joel Day

Florin Manea

...

2024/1/30

A SAT+ Computer Algebra System Verification of the Ramsey Problem R (3, 8)(Student Abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Conor Duggan

Zhengyu Li

Curtis Bright

Vijay Ganesh

2024/3/24

AlphaMapleSAT: An MCTS-based Cube-and-Conquer SAT Solver for Hard Combinatorial Problems

arXiv preprint arXiv:2401.13770

Piyush Jha

Zhengyu Li

Zhengyang Lu

Curtis Bright

Vijay Ganesh

2024/1/24

BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract)

arXiv preprint arXiv:2305.12534

Piyush Jha

Joseph Scott

Jaya Sriram Ganeshna

Mudit Singh

Vijay Ganesh

2023/5/21

On the expressive power of string constraints

Proceedings of the ACM on Programming Languages

Joel D Day

Vijay Ganesh

Nathan Grewal

Florin Manea

2023/1/9

Limits of CDCL Learning via Merge Resolution

arXiv preprint arXiv:2304.09422

Marc Vinyals

Chunxiao Li

Noah Fleming

Antonina Kolokolova

Vijay Ganesh

2023/4/19

A closer look at the expressive power of logics based on word equations

Theory of Computing Systems

Joel Day

Vijay Ganesh

Nathan Grewal

Matthew Konefal

Florin Manea

2023/12/11

Learning shorter redundant clauses in SDCL using MaxSAT

Albert Oliveras

Chunxiao Li

Darryl Wu

Jonathan Chung

Vijay Ganesh

2023

CGDTest: A Constrained Gradient Descent Algorithm for Testing Neural Networks

arXiv preprint arXiv:2304.01826

Vineel Nagisetty

Laura Graves

Guanting Pan

Piyush Jha

Vijay Ganesh

2023/4/4

Publisher Correction: Algorithm selection for SMT

International Journal on Software Tools for Technology Transfer

Joseph Scott

Aina Niemetz

Mathias Preiner

Saeed Nejati

Vijay Ganesh

2023/12

Algorithm selection for SMT: MachSMT: machine learning driven algorithm selection for SMT solvers

International Journal on Software Tools for Technology Transfer

Joseph Scott

Aina Niemetz

Mathias Preiner

Saeed Nejati

Vijay Ganesh

2023/4

Theory and Practice of SAT and Combinatorial Solving (Dagstuhl Seminar 22411)

Olaf Beyersdorff

Armin Biere

Vijay Ganesh

Jakob Nordström

Andy Oertel

2023

Robust training for AC-OPF (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

Fuat Can Beylunioglu

Mehrdad Pirnia

P Robert Duimering

Vijay Ganesh

2023/6/26

Learning modulo theories

arXiv preprint arXiv:2301.11435

Matt Fredrikson

Kaiji Lu

Saranya Vijayakumar

Somesh Jha

Vijay Ganesh

...

2023/1/26

Machine Learning and Logical Reasoning: The New Frontier (Dagstuhl Seminar 22291)

Sébastien Bardin

Somesh Jha

Vijay Ganesh

2023

Attention, compilation, and solver-based symbolic analysis are all you need

arXiv preprint arXiv:2306.06755

Prithwish Jana

Piyush Jha

Haoyang Ju

Gautham Kishore

Aryan Mahajan

...

2023/6/11

See List of Professors in Vijay Ganesh University(University of Waterloo)

Co-Authors

H-index: 84
David L. Dill

David L. Dill

Stanford University

H-index: 75
martin rinard

martin rinard

Massachusetts Institute of Technology

H-index: 69
Michael D. Ernst

Michael D. Ernst

University of Washington

H-index: 51
Pascal Poupart

Pascal Poupart

University of Waterloo

H-index: 45
Philip Guo

Philip Guo

University of California, San Diego

H-index: 33
Cristian Cadar

Cristian Cadar

Imperial College London

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