Gaurav Gupta

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 112

Top Venues

CoRR

IFIP Int. Conf. Digital Forensics

ICLR

ISMAR Adjunct

University of Westminster, London, UK (PHD)

Education History

University of Westminster, London, UK

PHD

Publications

Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. ICLR (2024)
Hao Ding, Ziwei Fan, Ingo Gühring, Gaurav Gupta, Wooseok Ha, Jun Huan, Linbo Liu, Behrooz Omidvar-Tehrani, Shiqi Wang, Hao Zhou
Reasoning and Planning with Large Language Models in Code Development. KDD (2024)
Seema, Gaurav Gupta
Development of fading channel patch based convolutional neural network models for customer churn prediction. Int. J. Syst. Assur. Eng. Manag. 15 (1) (2024)
Haozheng Fan, Hao Zhou, Guangtai Huang, Parameswaran Raman, Xinwei Fu, Gaurav Gupta, Dhananjay Ram, Yida Wang, Jun Huan
HLAT: High-quality Large Language Model Pre-trained on AWS Trainium. CoRR (2024)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning. CoRR (2024)
Kushal Kanwar, Sakshi Kaushal, Harish Kumar, Gaurav Gupta, Manju Khari
An efficient method for node ranking in complex networks by hybrid neighbourhood coreness. Computing 106 (1) (2024)
S. Chandra Mouli, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Andrew Stuart, Michael W. Mahoney, Yuyang Wang
Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs. CoRR (2024)
Gaurav Gupta, Saumya Shankar, Srinivas Pinisetty
Towards a Security Framework for Artifact-centric Workflows Leveraging Runtime Enforcement. J. Object Technol. 23 (2) (2024)
Md Laraib Salam, Akash S. Balsaraf, Gaurav Gupta
Base and Exponent Prediction in Mathematical Expressions using Multi-Output CNN. CoRR (2024)
Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan
Collage: Light-Weight Low-Precision Strategy for LLM Training. CoRR (2024)
Aditya Desai, Gaurav Gupta, Tianyi Zhang, Anshumali Shrivastava
IDentity with Locality: An ideal hash for gene sequence search. CoRR (2024)
Matthias Karlbauer, Danielle C. Maddix, Abdul Fatir Ansari, Boran Han, Gaurav Gupta, Yuyang Wang, Andrew Stuart, Michael W. Mahoney
Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics. CoRR (2024)
Hilaf Hasson, Danielle C. Maddix, Yuyang Wang, Gaurav Gupta, Youngsuk Park
Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting. CoRR (2023)
Kartik Bhasin, Arjun Goel, Gaurav Gupta, Sanjay Kumar Singh, Abhijit Bhowmick
A secure mobile application for speech to text conversion using artificial intelligence techniques. WINS/CVMLH (2023)
Hilaf Hasson, Danielle C. Maddix, Bernie Wang, Gaurav Gupta, Youngsuk Park
Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting. ICML (2023)
Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney
Learning Physical Models that Can Respect Conservation Laws. CoRR (2023)
Gaurav Gupta, Jonah Yi, Benjamin Coleman, Chen Luo, Vihan Lakshman, Anshumali Shrivastava
CAPS: A Practical Partition Index for Filtered Similarity Search. CoRR (2023)
Pulkit Garg, Saheb Chhabra, Garima Gupta, Vishal Srivastava, Gaurav Gupta
Analysis of Document Security Features. IFIP Int. Conf. Digital Forensics (2023)
Xiongye Xiao, Gengshuo Liu, Gaurav Gupta, Defu Cao, Shixuan Li, Yaxing Li, Tianqing Fang, Mingxi Cheng, Paul Bogdan
Neuro-Inspired Hierarchical Multimodal Learning. CoRR (2023)
Nadim Saad, Gaurav Gupta, Shima Alizadeh, Danielle C. Maddix
Guiding continuous operator learning through Physics-based boundary constraints. ICLR (2023)
Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations. CoRR (2023)
Gaurav Gupta, Richa Bhatia, Vikas Singla, Mahesh Chandra Joshi, Monika Rani
Study of Chatbot In Customer Service at Banking. IC3I (2023)
Xiongye Xiao, Defu Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu, Chenzhong Yin, Radu Balan, Paul Bogdan
Coupled Multiwavelet Operator Learning for Coupled Differential Equations. ICLR (2023)
Derek Hansen, Danielle C. Maddix, Shima Alizadeh, Gaurav Gupta, Michael W. Mahoney
Learning Physical Models that Can Respect Conservation Laws. ICML (2023)
Harmandeep Singh Gill, Ganpathy Murugesan, Abolfazi Mehbodniya, Guna Sekhar Sajja, Gaurav Gupta, Abhishek Bhatt
Fruit type classification using deep learning and feature fusion. Comput. Electron. Agric. 211 (2023)
Chenzhong Yin, Mihai Udrescu, Gaurav Gupta, Mingxi Cheng, Andrei Lihu, Lucretia Udrescu, Paul Bogdan, David M. Mannino, Stefan Mihaicuta
Fractional dynamics foster deep learning of COPD stage prediction. CoRR (2023)
Gaurav Gupta, Anup B. Rao, Tung Mai, Ryan A. Rossi, Xiang Chen, Saayan Mitra, Anshumali Shrivastava
Near Neighbor Search for Constraint Queries. BigData (2023)
Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System. CoRR (2022)
Shen Zheng, Changjie Lu, Yuxiong Wu, Gaurav Gupta
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining. WACV (Workshops) (2022)
Gaurav Gupta, Tharun Medini, Anshumali Shrivastava, Alexander J. Smola
BLISS: A Billion scale Index using Iterative Re-partitioning. KDD (2022)
Arindam Dey, Amit Barde, Bowen Yuan, Ekansh Sareen, Chelsea Dobbins, Aaron Goh, Gaurav Gupta, Anubha Gupta, Mark Billinghurst
Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signals. Int. J. Hum. Comput. Stud. 160 (2022)
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Yuyang Wang
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting. CoRR (2022)
Harmandeep Singh Gill, Ganpathy Murugesan, Baljit Singh Khehra, Guna Sekhar Sajja, Gaurav Gupta, Abhishek Bhatt
Fruit recognition from images using deep learning applications. Multim. Tools Appl. 81 (23) (2022)
Gaurav Gupta, Xiongye Xiao, Radu Balan, Paul Bogdan
Non-Linear Operator Approximations for Initial Value Problems. ICLR (2022)
Kushal Kanwar, Sakshi Kaushal, Harish Kumar, Gaurav Gupta, Manju Khari
$\text {BC}_{\mathrm {DCN}}$: a new edge centrality measure to identify and rank critical edges pertaining to SIR diffusion in complex networks. Soc. Netw. Anal. Min. 12 (1) (2022)
Seema Baghla, Gaurav Gupta
Performance Evaluation of Various Classification Techniques for Customer Churn Prediction in E-commerce. Microprocess. Microsystems 94 (2022)
Sumant Devasthali, Gaurav Gupta
Embracing Change from Shadow IT to Collaborative IT Models. TDIT (3) (2022)
Rammah Yousef, Gaurav Gupta, Nabhan Yousef, Manju Khari
A holistic overview of deep learning approach in medical imaging. Multim. Syst. 28 (3) (2022)
Gaurav Gupta, Anubhuti Gupta, Mahesh Chandra Joshi
A Conceptual and Bibliometric Study to Understand Marketing in Metaverse: A new Paradigm. IC3I (2022)
Pulkit Garg, Garima Gupta, Ranjan Kumar, Somitra Sanadhya, Gaurav Gupta
Identifying the Leak Sources of Hard Copy Documents. IFIP Int. Conf. Digital Forensics (2022)
Nadim Saad, Gaurav Gupta, Shima Alizadeh, Danielle C. Maddix
Guiding continuous operator learning through Physics-based boundary constraints. CoRR (2022)
Gaurav Gupta, Saumya Shankar, Srinivas Pinisetty
Automated Surgical Procedure Assistance Framework Using Deep Learning and Formal Runtime Monitoring. RV (2022)
Shen Zheng, Gaurav Gupta
Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement. WACV (Workshops) (2022)
Ankita Upadhya, M. S. Thakur, Arwa A. Mashat, Gaurav Gupta, Mohammed S. Abdo
Prediction of Binder Content in Glass Fiber Reinforced Asphalt Mix Using Machine Learning Techniques. IEEE Access 10 (2022)
Mohamed Ridha Znaidi, Gaurav Gupta, Paul Bogdan
Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System. ISIT (2022)
Gaurav Gupta, Neha Gupta, Ankit Gupta, Pankaj Vaidya, Girish Kumar Singh, Varun Jaiswal
Prediction of Alzheimer associated proteins (PAAP): a perspective to understand Alzheimer disease for therapeutic design. Int. J. Bioinform. Res. Appl. 17 (4) (2021)
Gaurav Gupta, Tharun Medini, Anshumali Shrivastava, Alexander J. Smola
IRLI: Iterative Re-partitioning for Learning to Index. CoRR (2021)
Puneet Rana, Gaurav Gupta
Numerical and sensitivity computations of three-dimensional flow and heat transfer of nanoliquid over a wedge using modified Buongiorno model. Comput. Math. Appl. 101 (2021)
Shen Zheng, Gaurav Gupta
Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement. CoRR (2021)
Shen Zheng, Yuxiong Wu, Shiyu Jiang, Changjie Lu, Gaurav Gupta
Deblur-YOLO: Real-Time Object Detection with Efficient Blind Motion Deblurring. IJCNN (2021)
Gaurav Gupta, Xiongye Xiao, Paul Bogdan
Multiwavelet-based Operator Learning for Differential Equations. CoRR (2021)
Pulkit Garg, Saheb Chhabra, Gaurav Gupta, Garima Gupta, Monika Gupta
Security and Privacy Issues Related to Quick Response Codes. IFIP Int. Conf. Digital Forensics (2021)
Shen Zheng, Changjie Lu, Yuxiong Wu, Gaurav Gupta
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining. CoRR (2021)
Gaurav Gupta, Minghao Yan, Benjamin Coleman, Bryce Kille, Ryan A. Leo Elworth, Tharun Medini, Todd J. Treangen, Anshumali Shrivastava
Fast Processing and Querying of 170TB of Genomics Data via a Repeated And Merged BloOm Filter (RAMBO). SIGMOD Conference (2021)
Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan
Non-Markovian Reinforcement Learning using Fractional Dynamics. CDC (2021)
Gaurav Gupta, Chenzhong Yin, Jyotirmoy V. Deshmukh, Paul Bogdan
Non-Markovian Reinforcement Learning using Fractional Dynamics. CoRR (2021)
Kanika Kanika, Shampa Chakraverty, Pinaki Chakraborty, Manan Madan, Gaurav Gupta, Aditya Aggarwal
VISTA: A teaching aid to enhance contextual teaching. Comput. Appl. Eng. Educ. 29 (6) (2021)
Saheb Chhabra, Gaurav Gupta, Garima Gupta, Monika Gupta
Indian Currency Database for Forensic Research. IFIP Int. Conf. Digital Forensics (2021)
Gaurav Gupta, Xiongye Xiao, Paul Bogdan
Multiwavelet-based Operator Learning for Differential Equations. NeurIPS (2021)
Chenzhong Yin, Gaurav Gupta, Paul Bogdan
Discovering Laws from Observations: A Data-Driven Approach. DDDAS (2020)
Shen Zheng, Liwei Wang, Gaurav Gupta
Efficient Ensemble Sparse Convolutional Neural Networks with Dynamic Batch Size. CVIP (3) (2020)
Nitesh K. Bharadwaj, Upasna Singh, Gaurav Gupta
Resident Data Pattern Analysis Using Sector Clustering for Storage Drive Forensics. IFIP Int. Conf. Digital Forensics (2020)
Suresh C. Gupta, Gaurav Gupta, Huzur Saran
New Vision for 5G Backbone Network Architecture. 5G World Forum (2020)
Preety Baglat, Ahmad Waleed Salehi, Ankit Gupta, Gaurav Gupta
Multiple Machine Learning Models for Detection of Alzheimer's Disease Using OASIS Dataset. TDIT (1) (2020)
Benjamin Coleman, Gaurav Gupta, John Chen, Anshumali Shrivastava
STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge. CoRR (2020)
Saheb Chhabra, Naman Banati, Gaurav Gupta, Garima Gupta
Target Identity Attacks on Facial Recognition Systems. IFIP Int. Conf. Digital Forensics (2020)
Shweta Saharan, Gaurav Somani, Gaurav Gupta, Robin Verma, Manoj Singh Gaur, Rajkumar Buyya
QuickDedup: Efficient VM deduplication in cloud computing environments. J. Parallel Distributed Comput. 139 (2020)
Gaurav Gupta, Neelesh Kumar, Indu Chhabra
Optimised Transformation Algorithm For Hadoop Data Loading in Web ETL Framework. EAI Endorsed Trans. Scalable Inf. Syst. 7 (25) (2020)
Carolina Silveira, Emma Brunton, Enrique Escobedo-Cousin, Gaurav Gupta, Roger Whittaker, Anthony O'Neill, Kianoush Nazarpour
W: Ti Intraneural Flexible Electrode for Acute Peripheral Nerve Stimulation Studies. ICECS (2020)
Hardik Jain, Sharad Joshi, Gaurav Gupta, Nitin Khanna
Passive classification of source printer using text-line-level geometric distortion signatures from scanned images of printed documents. Multim. Tools Appl. 79 (11-12) (2020)
Mohamed Ridha Znaidi, Gaurav Gupta, Kamiar Asgari, Paul Bogdan
Identifying Arguments of Space-Time Fractional Diffusion: Data-Driven Approach. Frontiers Appl. Math. Stat. 6 (2020)
Akansha Singh, Gaurav Gupta
ANT_FDCSM: A novel fuzzy rule miner derived from ant colony meta-heuristic for diagnosis of diabetic patients. J. Intell. Fuzzy Syst. 36 (1) (2019)
Gaurav Gupta, Minghao Yan, Benjamin Coleman, Bryce Kille, Ryan A. Leo Elworth, Tharun Medini, Todd J. Treangen, Anshumali Shrivastava
Fast Processing and Querying of 170TB of Genomics Data via a Repeated And Merged BloOm Filter (RAMBO). CoRR (2019)
Gaurav Gupta, Anit Kumar Sahu, Wan-Yi Lin
Learning in Confusion: Batch Active Learning with Noisy Oracle. CoRR (2019)
Shweta Singh, Saheb Chhabra, Garima Gupta, Monika Gupta, Gaurav Gupta
Quick Response Encoding of Human Facial Images for Identity Fraud Detection. IFIP Int. Conf. Digital Forensics (2019)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Learning Latent Fractional dynamics with Unknown Unknowns. ACC (2019)
Bhupendra Singh, Gaurav Gupta
Analyzing Windows Subsystem for Linux Metadata to Detect Timestamp Forgery. IFIP Int. Conf. Digital Forensics (2019)
Ruochen Yang, Gaurav Gupta, Paul Bogdan
Data-driven perception of neuron point process with unknown unknowns. ICCPS (2019)
Robin Verma, Jayaprakash Govindaraj, Saheb Chhabra, Gaurav Gupta
DF 2.0: An Automated, Privacy Preserving, and Efficient Digital Forensic Framework That Leverages Machine Learning for Evidence Prediction and Privacy Evaluation. J. Digit. Forensics Secur. Law 14 (2) (2019)
Kapil Kumar, Arindam Mondal, Gaurav Gupta
Watch360: A Device to Enable and Detect Tilt, Translation and Rotation of a Watch Bezel. CCNC (2019)
Sujatha K, Gaurav Gupta
High Dynamic Range Imaging with Multiexposure Image fusion: A Variational Frame work. ICBDC (2019)
Gaurav Gupta, Benjamin Coleman, Tharun Medini, Vijai Mohan, Anshumali Shrivastava
RAMBO: Repeated And Merged Bloom Filter for Multiple Set Membership Testing (MSMT) in Sub-linear time. CoRR (2019)
Jijnasa Nayak, Shweta Singh, Saheb Chhabra, Gaurav Gupta, Monika Gupta, Garima Gupta
Detecting Data Leakage from Hard Copy Documents. IFIP Int. Conf. Digital Forensics (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. CoRR (2018)
Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta
Anonymizing k Facial Attributes via Adversarial Perturbations. IJCAI (2018)
Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta
Anonymizing k-Facial Attributes via Adversarial Perturbations. CoRR (2018)
Gaurav Gupta, Ashish Dutta
Trajectory generation and step planning of a 12 DoF biped robot on uneven surface. Robotica 36 (7) (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Approximate Submodular Functions and Performance Guarantees. CoRR (2018)
Gaurav Gupta, Sérgio Daniel Pequito, Paul Bogdan
Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis. ICCPS (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Learning Latent Fractional dynamics with Unknown Unknowns. CoRR (2018)
Gaurav Gupta, Kevin Tee Liang Tan, Ee Yaw Seng, Cynthia Su Chen Phang
Resource-Based View of Information Systems: Sustainable and Transient Competitive Advantage Perspectives. Australas. J. Inf. Syst. 22 (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. CoRR (2018)
Gaurav Gupta, Sreeja Kamishetty, Praveen Paruchuri
A Prioritized Routing Assistant for Flow of Traffic. ITSC (2018)
Gaurav Gupta, Sérgio Pequito, Paul Bogdan
Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs. ACC (2018)
Ruochen Yang, Gaurav Gupta, Paul Bogdan
Data-driven Perception of Neuron Point Process with Unknown Unknowns. CoRR (2018)
Hardik Jain, Gaurav Gupta, Sharad Joshi, Nitin Khanna
Passive Classification of Source Printer using Text-line-level Geometric Distortion Signatures from Scanned Images of Printed Documents. CoRR (2017)
Shreyash Mohatta, Ramakrishna Perla, Gaurav Gupta, Ehtesham Hassan, Ramya Hebbalaguppe
Robust Hand Gestural Interaction for Smartphone Based AR/VR Applications. WACV (2017)
Gaurav Gupta, Swati, Monika Sharma, Lovekesh Vig
Information Extraction from Hand-Marked Industrial Inspection Sheets. CBDAR@ICDAR (2017)
Saheb Chhabra, Garima Gupta, Monika Gupta, Gaurav Gupta
Detecting Fraudulent Bank Checks. IFIP Int. Conf. Digital Forensics (2017)
Swati, Gaurav Gupta, Mohit Yadav, Monika Sharma, Lovekesh Vig
Siamese Networks for Chromosome Classification. ICCV Workshops (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gaurav Gupta