Sunny Raj

23 papers A* 1A 1C 2Journal 7Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations.
CoRR
Pranav Sinha, Sumit Kumar Jha, Sunny Raj
2025 C conf
Post-training Quantization without BN Statistics: A Data Free Approach.
ICMLA
Akash Chavan, Sumit Kumar Jha, Sunny Raj
2024 C conf
In-memory Machine Learning using Adaptive Multivariate Decision Trees and Memristors.
ISCAS
Akash Chavan, Pranav Sinha, Sunny Raj
2023 — conf
In-Memory Machine Learning Using Hybrid Decision Trees and Memristor Crossbars.
iSES
Akash Chavan, Pranav Sinha, Sunny Raj
2022 A conf
Designing Energy-Efficient Decision Tree Memristor Crossbar Circuits Using Binary Classification Graphs.
ICCAD
Pranav Sinha, Sunny Raj
2020 J jnl
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks.
CoRR
Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami
2020 J jnl
Attacking NIST biometric image software using nonlinear optimization.
Pattern Recognit. Lett.
Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha
2020 — conf
Automated Synthesis of Memristor Crossbars Using Deep Neural Networks.
FICTA (2)
Dwaipayan Chakraborty, Andy Michel, Jodh S. Pannu, Sunny Raj, Suresh Chandra Satapathy, Steven Lawrence Fernandes, Sumit Kumar Jha
2020 J jnl
Design and Fabrication of Flow-Based Edge Detection Memristor Crossbar Circuits
IEEE Trans. Circuits Syst. II Express Briefs
Jodh S. Pannu, Sunny Raj, Steven Lawrence Fernandes, Dwaipayan Chakraborty, Sarah Rafiq, Nathaniel C. Cady, Sumit Kumar Jha
2020 — conf
Detecting Deepfake Videos using Attribution-Based Confidence Metric.
CVPR Workshops
Steven Lawrence Fernandes, Sunny Raj, Rickard Ewetz, Jodh Singh Pannu, Sumit Kumar Jha, Eddy Ortiz, Iustina Vintila, Margaret Salter
2019 A* conf
Attribution-Based Confidence Metric For Deep Neural Networks.
NeurIPS
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Brian Jalaian, Gunjan Verma, Ananthram Swami
2019 J jnl
Attribution-driven Causal Analysis for Detection of Adversarial Examples.
CoRR
Susmit Jha, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha, Somesh Jha, Gunjan Verma, Brian Jalaian, Ananthram Swami
2019 — conf
Directed Adversarial Attacks on Fingerprints using Attributions.
ICB
Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Sumit Kumar Jha
2019 J jnl
Input-Aware Flow-Based Computing on Memristor Crossbars With Applications to Edge Detection.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Dwaipayan Chakraborty, Sunny Raj, Steven Lawrence Fernandes, Sumit Kumar Jha
2019 — conf
On the Susceptibility of Deep Neural Networks to Natural Perturbations.
AISafety@IJCAI
Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha
2019 — conf
Predicting Heart Rate Variations of Deepfake Videos using Neural ODE.
ICCV Workshops
Steven Lawrence Fernandes, Sunny Raj, Eddy Ortiz, Iustina Vintila, Margaret Salter, Gordana Urosevic, Sumit Kumar Jha
2018 — conf
Duality-Based Nested Controller Synthesis from STL Specifications for Stochastic Linear Systems.
FORMATS
Susmit Jha, Sunny Raj, Sumit Kumar Jha, Natarajan Shankar
2018 — conf
Predicting Success in Undergraduate Parallel Programming via Probabilistic Causality Analysis.
IPDPS Workshops
Sunny Raj, Sumit Kumar Jha
2017 — conf
A compact 8-bit adder design using in-memory memristive computing: Towards solving the Feynman Grand Prize challenge.
NANOARCH
Dwaipayan Chakraborty, Sunny Raj, Sumit Kumar Jha
2017 J jnl
A theorem proving approach for automatically synthesizing visualizations of flow cytometry data.
BMC Bioinform.
Sunny Raj, Faraz Hussain, Zubir Husein, Neslisah Torosdagli, Damla Turgut, Narsingh Deo, Sumanta N. Pattanaik, Chung-Che Jeff Chang, Sumit Kumar Jha
2017 — conf
Adversarial attacks on computer vision algorithms using natural perturbations.
IC3
Arvind Ramanathan, Laura L. Pullum, Zubir Husein, Sunny Raj, Neslisah Torosdagli, Sumanta N. Pattanaik, Sumit Kumar Jha
2017 — conf
In-Memory Execution of Compute Kernels Using Flow-Based Memristive Crossbar Computing.
ICRC
Dwaipayan Chakraborty, Sunny Raj, Julio Cesar Gutierrez, Troyle Thomas, Sumit Kumar Jha
2017 — conf
Testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks: work-in-progress.
EMSOFT Companion
Sunny Raj, Sumit Kumar Jha, Arvind Ramanathan, Laura L. Pullum