Piyush Jha

Piyush Jha

University of Waterloo

H-index: 3

North America-Canada

About Piyush Jha

Piyush Jha, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at University of Waterloo, specializes in the field of ML Security, AI & Logic, Reinforcement Learning, Formal Methods, Neuro-symbolic AI.

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

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

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

A reinforcement learning based reset policy for cdcl sat solvers

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

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

Filtering and Extended Vocabulary based Translation for Low-resource Language Pair of Sanskrit-Hindi

CGDTest: A Constrained Gradient Descent Algorithm for Testing Neural Networks

OppropBERT: An Extensible Graph Neural Network and BERT-style Reinforcement Learning-based Type Inference System

Piyush Jha Information

University

Position

___

Citations(all)

87

Citations(since 2020)

85

Cited By

13

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

University of Waterloo

Google Scholar

View Google Scholar Profile

Piyush Jha Skills & Research Interests

ML Security

AI & Logic

Reinforcement Learning

Formal Methods

Neuro-symbolic AI

Top articles of Piyush Jha

Title

Journal

Author(s)

Publication Date

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

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

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

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

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

Filtering and Extended Vocabulary based Translation for Low-resource Language Pair of Sanskrit-Hindi

ACM Transactions on Asian and Low-Resource Language Information Processing

Piyush Jha

Rashi Kumar

Vineet Sahula

2023/4/12

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

OppropBERT: An Extensible Graph Neural Network and BERT-style Reinforcement Learning-based Type Inference System

Piyush Jha

2022/12/20

Efficacy of machine learning techniques in predicting groundwater fluctuations in agro-ecological zones of India

Science of the Total Environment

Janaki B Mohapatra

Piyush Jha

Madan K Jha

Sabinaya Biswal

2021/9/1

Deepfakes in India: regulation and privacy

Simran Jain

Piyush Jha

2020/5/21

See List of Professors in Piyush Jha University(University of Waterloo)

Co-Authors

H-index: 48
Dr. Madan Kumar Jha

Dr. Madan Kumar Jha

Indian Institute of Technology Kharagpur

H-index: 45
Balasubramanian Raman

Balasubramanian Raman

Indian Institute of Technology Roorkee

H-index: 37
Vijay Ganesh

Vijay Ganesh

University of Waterloo

H-index: 15
Vineet Sahula

Vineet Sahula

Malaviya National Institute of Technology, Jaipur

H-index: 8
Joseph Scott

Joseph Scott

University of Waterloo

H-index: 3
Sabinaya Biswal

Sabinaya Biswal

Indian Institute of Technology Kharagpur

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