Gagandeep Singh

87 papers A* 5B 1C 1Misc 2Journal 52Unranked 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
D-SECURE: Dual-Source Evidence Combination for Unified Reasoning in Misinformation Detection.
CoRR
Gagandeep Singh, Samudi Amarasinghe, Priyanka Singh
2026 J jnl
Towards Generalized Certified Robustness with Multi-Norm Training.
Trans. Mach. Learn. Res.
Enyi Jiang, David Shu Cheung, Gagandeep Singh
2026 J jnl
Unsupervised Domain Adaptation for Audio Deepfake Detection with Modular Statistical Transformations.
CoRR
Urawee Thani, Gagandeep Singh, Priyanka Singh
2025 A* conf
A Cane-Mounted System for Dynamic Orientation Prediction for Correcting Incorrect Cane-Tapping by Visually Challenged Persons.
ICRA
Gagandeep Singh, Mohammad Nadir, Piyush Chanana, Rohan Paul
2025 Misc conf
A Modified Gain Normalized Step Size Adaptive Algorithm for Improved Online Secondary Path Modelling in Active Noise Control.
ICASSP
Asutosh Kar, Gagandeep Singh, Pradeep K. Shill, Somanath Pradhan, Vasundhara, Mads Græsbøll Christensen
2025 J jnl
Anatomy-DT: A Cross-Diffusion Digital Twin for Anatomical Evolution.
CoRR
Moinak Bhattacharya, Gagandeep Singh, Prateek Prasanna
2025 J jnl
BrainMRDiff: A Diffusion Model for Anatomically Consistent Brain MRI Synthesis.
CoRR
Moinak Bhattacharya, Saumya Gupta, Annie Singh, Chao Chen, Gagandeep Singh, Prateek Prasanna
2025 J jnl
Compression Aware Certified Training.
CoRR
Changming Xu, Gagandeep Singh
2025 J jnl
DGM4+: Dataset Extension for Global Scene Inconsistency.
CoRR
Gagandeep Singh, Samudi Amarsinghe, Priyanka Singh, Xue Li
2025 J jnl
FHIR Granular Sensitive Data Segmentation.
Appl. Clin. Inform.
Preston Lee, Daniel Mendoza, Martha Kaiser, Eric Lott, Gagandeep Singh, Adela Grando
2025 J jnl
GazeLT: Visual attention-guided long-tailed disease classification in chest radiographs.
CoRR
Moinak Bhattacharya, Gagandeep Singh, Shubham Jain, Prateek Prasanna
2025 J jnl
ImmunoDiff: A Diffusion Model for Immunotherapy Response Prediction in Lung Cancer.
CoRR
Moinak Bhattacharya, Judy Huang, Amna F. Sher, Gagandeep Singh, Chao Chen, Prateek Prasanna
2025 J jnl
Misaligning Reasoning with Answers - A Framework for Assessing LLM CoT Robustness.
CoRR
Enyi Jiang, Changming Xu, Nischay Singh, Gagandeep Singh
2025 — conf
Modeling the Full Stack: Frontend and Backend Generation with Extended Domain Models.
MODELS-C
Gagandeep Singh, Gunter Mussbacher
2025 J jnl
NeuroRAD-FM: A Foundation Model for Neuro-Oncology with Distributionally Robust Training.
CoRR
Moinak Bhattacharya, Angelica P. Kurtz, Fabio M. Iwamoto, Prateek Prasanna, Gagandeep Singh
2025 J jnl
SGS: Segmentation-Guided Scoring for Global Scene Inconsistencies.
CoRR
Gagandeep Singh, Samudi Amarsinghe, Urawee Thani, Ki Fung Wong, Priyanka Singh, Xue Li
2025 J jnl
SoC-DT: Standard-of-Care Aligned Digital Twins for Patient-Specific Tumor Dynamics.
CoRR
Moinak Bhattacharya, Gagandeep Singh, Prateek Prasanna
2025 J jnl
TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs.
Medical Image Anal.
Fan Wang, Zhilin Zou, Nicole Sakla, Luke Partyka, Nil Rawal, Gagandeep Singh, Wei Zhao, Haibin Ling, Chuan Huang, Prateek Prasanna, Chao Chen
2024 J jnl
A sequential convolutional neural network for image forgery detection.
Multim. Tools Appl.
Simranjot Kaur, Sumit Chopra, Anchal Nayyar, Rajesh Sharma, Gagandeep Singh
2024 — conf
An Embedded AI System for Predicting and Correcting the Sensor-Orientation of an Electronic Travel Aid During Use by a Visually Impaired Person.
ICCHP (1)
Gagandeep Singh, Mohammad Nadir, Rachit Thukral, Varun Gambhir, Piyush Chanana, Rohan Paul
2024 A* conf
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler.
ICLR
Zilinghan Li, Pranshu Chaturvedi, Shilan He, Han Chen, Gagandeep Singh, Volodymyr V. Kindratenko, Eliu A. Huerta, Kibaek Kim, Ravi K. Madduri
2024 — conf
Probabilistic Trust Intervals for Out of Distribution Detection.
COMAD/CODS (December)
Gagandeep Singh, Ishan Mishra, Deepak Mishra
2024 A* conf
RAMP: Boosting Adversarial Robustness Against Multiple l
NeurIPS
Enyi Jiang, Gagandeep Singh
2024 J jnl
RAMP: Boosting Adversarial Robustness Against Multiple l
CoRR
Enyi Jiang, Gagandeep Singh
2024 J jnl
RadGazeGen: Radiomics and Gaze-guided Medical Image Generation using Diffusion Models.
CoRR
Moinak Bhattacharya, Gagandeep Singh, Shubham Jain, Prateek Prasanna
2024 J jnl
TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs.
CoRR
Fan Wang, Zhilin Zou, Nicole Sakla, Luke Partyka, Nil Rawal, Gagandeep Singh, Wei Zhao, Haibin Ling, Chuan Huang, Prateek Prasanna, Chao Chen
2024 J jnl
Towards Universal Certified Robustness with Multi-Norm Training.
CoRR
Enyi Jiang, Gagandeep Singh
2023 — conf
Automation of Seizure Diary Entry using Mobile-based Application.
I2MTC
Nathasha V. P, Rahul Shukla, Sachin Yadav, Krishnu R. S, Amanpreet Chander, Gagandeep Singh, Ashish Kumar Sahani
2023 Misc conf
Benchmarking the Second Generation of Intel SGX for Machine Learning Workloads.
BTW
Adrian Lutsch, Gagandeep Singh, Martin Mundt, Ragnar Mogk, Carsten Binnig
2023 J jnl
FOESG: anonymous session key agreement protocol for fog assisted smart grid communication.
Int. J. Ad Hoc Ubiquitous Comput.
Dheerendra Mishra, Saurabh Rana, Chirag Goyal, Gagandeep Singh
2023 J jnl
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler.
CoRR
Zilinghan Li, Pranshu Chaturvedi, Shilan He, Han Chen, Gagandeep Singh, Volodymyr V. Kindratenko, Eliu A. Huerta, Kibaek Kim, Ravi K. Madduri
2023 — conf
Fuzzy Inference-Based Models for Extractive Text Summarization.
CVMI
Gagandeep Singh, Bhavana Mekala, Nelluri Pavithra Sai Lakshmi, Santosh Singh Rathore
2023 — conf
Hybrid Classification Model For Acoustic-Based Emergency Vehicle Detection.
IC3I
Abhishek Chandra, Gagandeep Singh
2023 — conf
Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations.
ClinicalNLP@ACL
Gagandeep Singh, Yue Pan, Jesús Andrés-Ferrer, Miguel A. del Agua, Frank Diehl, Joel Pinto, Paul Vozila
2023 J jnl
Physicians differ in their perceptions of sensitive medical records: Survey and interview study.
Health Informatics J.
Ipsha Banerjee, Kazi Syed, Aishwarya Potturu, Venkata Svs Pragada, Rishika S. Sharma, Anita C. Murcko, Darwyn Chern, Michael Todd, Padma Aking, Ali Al-Yaqoobi, Patricia Bayless, Winona Belmonte, Teresa Cuadra, Trudy Dockins, Christina Eldredge, Robert El-Kareh, Gregory Gale, Edward Gentile, Edward Kalpas, Meghan Morris, Laurel Mueller, Dorothy Piekut, Mindy K. Ross, John C. Sarris, Gagandeep Singh, Shalini Tharani, Mark Wallace, María Adela Grando
2022 — conf
An Emergency Message and Call System for People with Epilepsy.
I2MTC
Krishnu R. S, Rahul Shukla, Hemant Kumar Chattar, Birinder Singh Paul, Ranjit Kaur, Arun Khokhar, Gagandeep Singh, Ashish Kumar Sahani
2022 — conf
DC Microgrid Protection.
ICIMMI
Gagandeep Singh, Sagar Singh, Nikhil Upadhyay, Mayank Kumar, Ankit Krishnakumar Thakur
2022 J jnl
Designing, Modeling, and Optimizing Data-Intensive Computing Systems.
CoRR
Gagandeep Singh
2022 A* conf
Language Modelling via Learning to Rank.
AAAI
Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz
2022 — conf
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
ECCV (29)
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2022 J jnl
Learning Topological Interactions for Multi-Class Medical Image Segmentation.
CoRR
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
2022 J jnl
Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs.
CoRR
Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Amit Gupta, Dimitris Samaras, Prateek Prasanna
2022 — conf
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations.
EMNLP (Findings)
George Michalopoulos, Kyle Williams, Gagandeep Singh, Thomas Lin
2022 — conf
Multi-parameter Wearable Band for Wireless Data Collection from People with Epilepsy.
I2MTC
Hemant Kumar Chattar, Bijit Basumatary, Rahul Shukla, Birinder Singh Paul, Ranjit Kaur, Arun Khokhar, Gagandeep Singh, Ashish Kumar Sahani
2022 J jnl
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma.
IEEE Trans. Medical Imaging
Marwa Ismail, Prateek Prasanna, Kaustav Bera, Volodymyr Statsevych, Virginia B. Hill, Gagandeep Singh, Sasan Partovi, Niha G. Beig, Sean D. McGarry, Peter S. LaViolette, Manmeet Ahluwalia, Anant Madabhushi, Pallavi Tiwari
2022 J jnl
Stationary system-length distribution of Markovian bulk service queue with modified bulk service rule and dynamic service rates.
Int. J. Comput. Math. Comput. Syst. Theory
Gagandeep Singh, Anjana Kumari, U. C. Gupta
2021 — conf
Attention Based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms.
MICCAI (7)
Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna
2021 J jnl
Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms.
CoRR
Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna
2021 — conf
Attention-Based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction.
MICCAI (5)
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna
2021 J jnl
Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction.
CoRR
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna
2021 — conf
Chest Radiograph Disentanglement for COVID-19 Outcome Prediction.
MICCAI (7)
Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Dimitris Samaras, Prateek Prasanna
2021 — conf
Evolution of chest radiograph radiomics and association with respiratory and inflammatory parameters in COVID-19 patients undergoing prone ventilation: preliminary findings.
Computer-Aided Diagnosis
Connor Cowan, Joseph Bae, Gagandeep Singh, Rohit Khullar, Shrey Shah, Nikhil Madan, Prateek Prasanna
2021 J jnl
Graph Indexing for Efficient Evaluation of Label-constrained Reachability Queries.
ACM Trans. Database Syst.
Yangjun Chen, Gagandeep Singh
2021 J jnl
Language Modelling via Learning to Rank.
CoRR
Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz
2021 — conf
Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network.
MIDL
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Amit Gupta, Chao Chen, Joel H. Saltz, Prateek Prasanna
2021 J jnl
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma.
CoRR
Marwa Ismail, Prateek Prasanna, Kaustav Bera, Volodymyr Statsevych, Virginia B. Hill, Gagandeep Singh, Sasan Partovi, Niha G. Beig, Sean D. McGarry, Peter S. LaViolette, Manmeet Ahluwalia, Anant Madabhushi, Pallavi Tiwari
2021 J jnl
Secure Hypersphere Range Query on Encrypted Data.
CoRR
Gagandeep Singh, Akshar Kaul
2021 J jnl
pseudo-Bayesian Neural Networks for detecting Out of Distribution Inputs.
CoRR
Gagandeep Singh, Deepak Mishra
2020 J jnl
Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma? - A Feasibility Study.
Frontiers Comput. Neurosci.
Marwa Ismail, Virginia B. Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna, Gagandeep Singh, Kaustav Bera, Rajat Thawani, Manmeet Ahluwalia, Anant Madabhushi, Pallavi Tiwari
2020 J jnl
Can tumor location on pre-treatment MRI predict likelihood of pseudo-progression versus tumor recurrence in Glioblastoma? A feasibility study.
CoRR
Marwa Ismail, Virginia B. Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna, Gagandeep Singh, Kaustav Bera, Rajat Thawani, Anant Madabhushi, Manmeet Ahluwalia, Pallavi Tiwari
2020 J jnl
Finite volume approximation of multidimensional aggregation population balance equation on triangular grid.
Math. Comput. Simul.
Mehakpreet Singh, Randhir Singh, Sukhjit Singh, Gagandeep Singh, Gavin Walker
2020 J jnl
Predicting Mechanical Ventilation Requirement and Mortality in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study.
CoRR
Joseph Bae, Saarthak Kapse, Gagandeep Singh, Tej Phatak, Jeremy Green, Nikhil Madan, Prateek Prasanna
2018 — conf
An Analysis of Android Malware Behavior.
QRS Companion
Fehmi Jaafar, Gagandeep Singh, Pavol Zavarsky
2018 — conf
Collusion-Resistant Processing of SQL Range Predicates.
DASFAA (2)
Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa
2018 J jnl
Collusion-Resistant Processing of SQL Range Predicates.
Data Sci. Eng.
Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa
2018 B conf
Efficient Secure k-Nearest Neighbours over Encrypted Data.
EDBT
Manish Kesarwani, Akshar Kaul, Prasad Naldurg, Sikhar Patranabis, Gagandeep Singh, Sameep Mehta, Debdeep Mukhopadhyay
2018 J jnl
Secure k-NN as a Service Over Encrypted Data in Multi-User Setting.
CoRR
Gagandeep Singh, Akshar Kaul, Sameep Mehta
2018 — conf
Secure k-NN as a Service over Encrypted Data in Multi-User Setting.
IEEE CLOUD
Gagandeep Singh, Akshar Kaul, Sameep Mehta
2018 J jnl
Synthesis, biological evaluation and molecular docking studies of novel benzimidazole derivatives.
Comput. Biol. Chem.
Gagandeep Singh, Amanjot Singh, Raman K. Verma, Rajiv Mall, Uzma Azeem
2018 J jnl
Tolerance-Maps to Model Composite Positional Tolerancing for Patterns of Features.
J. Comput. Inf. Sci. Eng.
Gaurav Ameta, Gagandeep Singh, Joseph K. Davidson, Jami J. Shah
2017 J jnl
Low Cost GPS and GSM Based Navigational Aid for Visually Impaired People.
Wirel. Pers. Commun.
Rahul Dhod, Gurmohan Singh, Gagandeep Singh, Manjit Kaur
2017 — conf
Radiographic-Deformation and Textural Heterogeneity (r-DepTH): An Integrated Descriptor for Brain Tumor Prognosis.
MICCAI (2)
Prateek Prasanna, Jhimli Mitra, Niha G. Beig, Sasan Partovi, Gagandeep Singh, Marco Pinho, Anant Madabhushi, Pallavi Tiwari
2017 J jnl
XD Metrics on Demand Value Analytics: Visualizing the Impact of Internal Information Technology Investments on External Funding, Publications, and Collaboration Networks.
Frontiers Res. Metrics Anal.
Olga Scrivner, Gagandeep Singh, Sara E. Bouchard, Scott C. Hutcheson, Ben Fulton, Matthew R. Link, Katy Börner
2016 J jnl
An alternative method for computing system-length distributions of BMAP/R/1 and BMAP/D/1 queues using roots.
Perform. Evaluation
U. C. Gupta, Gagandeep Singh, M. L. Chaudhry
2016 — conf
Comparative Study of Watermarking an Image Using GA and BFO with GA and HBO Technique.
ICTCS
Gagandeep Singh, Sandeep Kad
2016 J jnl
Detailed computational analysis of queueing-time distributions of the BMAP/G/1 queue using roots.
J. Appl. Probab.
Gagandeep Singh, U. C. Gupta, Mohan L. Chaudhry
2015 C conf
Multicasting in wireless neworks using rateless codes and opportunistic routing.
ICICS
G. Barath Shankar, Gagandeep Singh, Sanjay K. Bose, Wen-De Zhong
2015 J jnl
Novel Relay Selection Rules for Average Interference-Constrained Cognitive AF Relay Networks.
IEEE Trans. Wirel. Commun.
Priyanka Das, Neelesh B. Mehta, Gagandeep Singh
2014 J jnl
Analysis of queueing-time distributions for MAP/D
Int. J. Comput. Math.
Gagandeep Singh, U. C. Gupta, Mohan L. Chaudhry
2014 — conf
Demonstration of Improved Performance of a 4-Level DSEP to Enhance the Efficiency in Heterogeneous Wireless Sensor Networks.
SocProS (1)
Gagandeep Singh
2014 — conf
Implementation of Kirchhoff-Helmholtz transform on GPU for use in digital in-line holographic microscopy.
COMPUTE
Gagandeep Singh, Manish Shukla, Prabhakar Bhimalapuram, Kishore Kothapalli
2013 — conf
Comparative Analysis of Energy Efficient Protocols for Prolonged Life of Wireless Sensor Network.
SocProS (2)
Gagandeep Singh, H. P. Singh, Anurag Sharma
2013 J jnl
Effect of software evolution on metrics and applicability of Lehman's laws of software evolution.
ACM SIGSOFT Softw. Eng. Notes
Gagandeep Singh, Hardeep Singh
2013 J jnl
Metrics for measuring the quality of object-oriented software.
ACM SIGSOFT Softw. Eng. Notes
Gagandeep Singh
2012 J jnl
Computing system-time and system-length distributions for MAP/D/1 queue using distributional Little's law.
Perform. Evaluation
Gagandeep Singh, M. L. Chaudhry, U. C. Gupta
2008 A* conf
Construction of concrete verification models from C++.
DAC
Malay Haldar, Gagandeep Singh, Saurabh Prabhakar, Basant Dwivedi, Antara Ghosh
2007 — conf
Non-linear Behaviour Compensation and Optimal Control of SCR Using Fuzzy Logic Controller Assisted by Genetic Algorithm: A Case Study.
IMECS
Gagandeep Singh, Yaduvir Singh