Chinmay Hegde - Publications, H-index & Citations

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Chinmay Hegde

new york university

24H-index

258Paper Count

2.4KCitation Count

Published Papers 14

Publication Date

DeCAF: Decentralized consensus-and-factorization for low-rank adaptation of foundation models

Neural Networks

IF6.3

2026-04-21

PREAI

Nastaran Saadati; Zhanhong Jiang; Joshua R. Waite; Shreyan Ganguly; Aditya Balu; Chinmay Hegde; Soumik Sarkar

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Benchmarking scientific machine-learning approaches for flow prediction around complex geometries

Communications Engineering

IF0

2025-10-31

OAAI

Rabeh, Ali; Herron, Ethan; Balu, Aditya; Sarkar, Soumik; Hegde, Chinmay; Krishnamurthy, Adarsh; Ganapathysubramanian, Baskar

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Vision-Language Models Can Identify Distracted Driver Behavior From Naturalistic Videos

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-09-01

OAAI

Hasan, Md. Zahid; Chen, Jiajing; Wang, Jiyang; Rahman, Mohammed Shaiqur; Joshi, Ameya; Velipasalar, Senem; Hegde, Chinmay; Sharma, Anuj; Sarkar, Soumik

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Neural PDE Solvers for Irregular Domains

COMPUTER-AIDED DESIGN

IF3.1

2024-07-01

OAAI

Khara, Biswajit; Herron, Ethan; Balu, Aditya; Gamdha, Dhruv; Yang, Chih-Hsuan; Saurabh, Kumar; Jignasu, Anushrut; Jiang, Zhanhong; Sarkar, Soumik; Hegde, Chinmay; Ganapathysubramanian, Baskar; Krishnamurthy, Adarsh

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NeuFENet: neural finite element solutions with theoretical bounds for parametric PDEs

ENGINEERING WITH COMPUTERS

IF4.9

2024-04-10

PREAI

Khara, Biswajit; Balu, Aditya; Joshi, Ameya; Sarkar, Soumik; Hegde, Chinmay; Krishnamurthy, Adarsh; Ganapathysubramanian, Baskar

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Identification of multiple novel genetic mechanisms that regulate chilling tolerance in Arabidopsis

FRONTIERS IN PLANT SCIENCE

IF4.8

2023-01-12

OAAI

Sahoo, Dipak Kumar; Hegde, Chinmay; Bhattacharyya, Madan K.

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Multi-fidelity machine learning models for structure-property mapping of organic electronics

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2022-10-01

OAAI

Yang, Chih-Hsuan; Pokuri, Balaji Sesha Sarath; Lee, Xian Yeow; Balakrishnan, Sangeeth; Hegde, Chinmay; Sarkar, Soumik; Ganapathysubramanian, Baskar

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NURBS-Diff: A Differentiable Programming Module for NURBS

COMPUTER-AIDED DESIGN

IF3.1

2022-05-01

OAAI

Prasad, Anjana Deva; Balu, Aditya; Shah, Harshil; Sarkar, Soumik; Hegde, Chinmay; Krishnamurthy, Adarsh

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Adversarially Robust Learning via Entropic Regularization

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2022-01-04

OAAI

Jagatap, Gauri; Joshi, Ameya; Chowdhury, Animesh Basak; Garg, Siddharth; Hegde, Chinmay

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The Stochastic Augmented Lagrangian method for domain adaptation

KNOWLEDGE-BASED SYSTEMS

IF7.6

2022-01-01

PREAI

Jiang, Zhanhong; Liu, Chao; Lee, Young M.; Hegde, Chinmay; Sarkar, Soumik; Jiang, Dongxiang

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On Consensus-Optimality Trade-offs in Collaborative Deep Learning

FRONTIERS IN ARTIFICIAL INTELLIGENCE

IF4.7

2021-09-14

OAAI

Jiang, Zhanhong; Balu, Aditya; Hegde, Chinmay; Sarkar, Soumik

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Fast inverse design of microstructures via generative invariance networks

NATURE COMPUTATIONAL SCIENCE

IF18.3

2021-03-25

OAAI

Lee, Xian Yeow; Waite, Joshua R.; Yang, Chih-Hsuan; Pokuri, Balaji Sesha Sarath; Joshi, Ameya; Balu, Aditya; Hegde, Chinmay; Ganapathysubramanian, Baskar; Sarkar, Soumik

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Data-driven parallelizable traffic incident detection using spatio-temporally denoised robust thresholds

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2019-08-01

OAAI

Chakraborty, Pranamesh; Hegde, Chinmay; Sharma, Anuj

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Joint Manifolds for Data Fusion

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2010-10-01

PREAI

Davenport, Mark A.; Hegde, Chinmay; Duarte, Marco F.; Baraniuk, Richard G.

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Research Directions