Gagandeep Singh

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Topics

Forgery Detection

Chest Radiographs

Outcome Prediction

Top Venues

Publications

Enyi Jiang, Gagandeep Singh
Perturbations. CoRR (2024)
Zilinghan Li, Pranshu Chaturvedi, Shilan He, Han Chen, Gagandeep Singh, Volodymyr V. Kindratenko, Eliu A. Huerta, Kibaek Kim, Ravi K. Madduri
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler. ICLR (2024)
Aditya Raj Verma, Gagandeep Singh, Karnim Meghwal, Banawath Ramji, Praveen Kumar Dadheech
Enhancing Sign Language Detection through Mediapipe and Convolutional Neural Networks (CNN). CoRR (2024)
Gagandeep Singh, Mohammad Nadir, Rachit Thukral, Varun Gambhir, Piyush Chanana, Rohan Paul
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) (2024)
Simranjot Kaur, Sumit Chopra, Anchal Nayyar, Rajesh Sharma, Gagandeep Singh
A sequential convolutional neural network for image forgery detection. Multim. Tools Appl. 83 (14) (2024)
Dheerendra Mishra, Saurabh Rana, Chirag Goyal, Gagandeep Singh
FOESG: anonymous session key agreement protocol for fog assisted smart grid communication. Int. J. Ad Hoc Ubiquitous Comput. 42 (3) (2023)
Abhishek Chandra, Gagandeep Singh
Hybrid Classification Model For Acoustic-Based Emergency Vehicle Detection. IC3I (2023)
Jason Vega, Isha Chaudhary, Changming Xu, Gagandeep Singh
Bypassing the Safety Training of Open-Source LLMs with Priming Attacks. CoRR (2023)
Isha Chaudhary, Alex Renda, Charith Mendis, Gagandeep Singh
CoMEt: x86 Cost Model Explanation Framework. CoRR (2023)
Adrian Lutsch, Gagandeep Singh, Martin Mundt, Ragnar Mogk, Carsten Binnig
Benchmarking the Second Generation of Intel SGX for Machine Learning Workloads. BTW (2023)
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
Physicians differ in their perceptions of sensitive medical records: Survey and interview study. Health Informatics J. 29 (3) (2023)
Debangshu Banerjee, Avaljot Singh, Gagandeep Singh
Interpreting Robustness Proofs of Deep Neural Networks. CoRR (2023)
Gagandeep Singh, Yue Pan, Jesús Andrés-Ferrer, Miguel A. del Agua, Frank Diehl, Joel Pinto, Paul Vozila
Large Scale Sequence-to-Sequence Models for Clinical Note Generation from Patient-Doctor Conversations. ClinicalNLP@ACL (2023)
Nathasha V. P, Rahul Shukla, Sachin Yadav, Krishnu R. S, Amanpreet Chander, Gagandeep Singh, Ashish Kumar Sahani
Automation of Seizure Diary Entry using Mobile-based Application. I2MTC (2023)
Zilinghan Li, Pranshu Chaturvedi, Shilan He, Han Chen, Gagandeep Singh, Volodymyr V. Kindratenko, E. A. Huerta, Kibaek Kim, Ravi K. Madduri
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices using a Computing Power Aware Scheduler. CoRR (2023)
Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Amit Gupta, Dimitris Samaras, Prateek Prasanna
Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs. CoRR (2022)
Changming Xu, Gagandeep Singh
Robust Universal Adversarial Perturbations. CoRR (2022)
George Michalopoulos, Kyle Williams, Gagandeep Singh, Thomas Lin
MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations. EMNLP (Findings) (2022)
Rahul Mahadik, Gagandeep Singh, Aurobinda Routray
Multispectral Coherence Analysis for Better Fault Visualization in Seismic Data. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Gagandeep Singh, Sagar Singh, Nikhil Upadhyay, Mayank Kumar, Ankit Krishnakumar Thakur
DC Microgrid Protection. ICIMMI (2022)
Hemant Kumar Chattar, Bijit Basumatary, Rahul Shukla, Birinder Singh Paul, Ranjit Kaur, Arun Khokhar, Gagandeep Singh, Ashish Kumar Sahani
Multi-parameter Wearable Band for Wireless Data Collection from People with Epilepsy. I2MTC (2022)
Yinglun Xu, Qi Zeng, Gagandeep Singh
Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning. CoRR (2022)
Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz
Language Modelling via Learning to Rank. AAAI (2022)
Gagandeep Singh
Designing, Modeling, and Optimizing Data-Intensive Computing Systems. CoRR (2022)
Haoze Wu, Clark W. Barrett, Mahmood Sharif, Nina Narodytska, Gagandeep Singh
Scalable Verification of GNN-based Job Schedulers. CoRR (2022)
Gagandeep Singh, Anjana Kumari, U. C. Gupta
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 7 (1) (2022)
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
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. IEEE Trans. Medical Imaging 41 (7) (2022)
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
Learning Topological Interactions for Multi-Class Medical Image Segmentation. CoRR (2022)
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
Learning Topological Interactions for Multi-Class Medical Image Segmentation. ECCV (24) (2022)
Krishnu R. S, Rahul Shukla, Hemant Kumar Chattar, Birinder Singh Paul, Ranjit Kaur, Arun Khokhar, Gagandeep Singh, Ashish Kumar Sahani
An Emergency Message and Call System for People with Epilepsy. I2MTC (2022)
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna
Attention-Based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction. MICCAI (5) (2021)
Yangjun Chen, Gagandeep Singh
Graph Indexing for Efficient Evaluation of Label-constrained Reachability Queries. ACM Trans. Database Syst. 46 (2) (2021)
Gagandeep Singh, Deepak Mishra
pseudo-Bayesian Neural Networks for detecting Out of Distribution Inputs. CoRR (2021)
Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna
Attention Based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms. MICCAI (7) (2021)
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Amit Gupta, Chao Chen, Joel H. Saltz, Prateek Prasanna
Predicting COVID-19 Lung Infiltrate Progression on Chest Radiographs Using Spatio-temporal LSTM based Encoder-Decoder Network. MIDL (2021)
Aishik Konwer, Joseph Bae, Gagandeep Singh, Rishabh Gattu, Syed Ali, Jeremy Green, Tej Phatak, Prateek Prasanna
Attention-based Multi-scale Gated Recurrent Encoder with Novel Correlation Loss for COVID-19 Progression Prediction. CoRR (2021)
Gagandeep Singh, Deepan Datta, William K. Mohanty, Aurobinda Routray, Rahul Mahadik
Application of Walsh Filter in Geophysical Well-Log Data Interpretation for Automated Lithological Bed Boundary Detection. IECON (2021)
Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz
Language Modelling via Learning to Rank. CoRR (2021)
Deepan Datta, Gagandeep Singh, Aurobinda Routray, William K. Mohanty, Rahul Mahadik
Automatic Classification of Lithofacies with Highly Imbalanced Dataset Using Multistage SVM Classifier. IECON (2021)
Marwa Ismail, Prateek Prasanna, Kaustav Bera, Volodymyr Statsevych, Virginia Hill, Gagandeep Singh, Sasan Partovi, Niha G. Beig, Sean D. McGarry, Peter S. LaViolette, Manmeet Ahluwalia, Anant Madabhushi, Pallavi Tiwari
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. CoRR (2021)
Sudhir Suman, Gagandeep Singh, Nicole Sakla, Rishabh Gattu, Jeremy Green, Tej Phatak, Dimitris Samaras, Prateek Prasanna
Attention based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms. CoRR (2021)
Lei Zhou, Joseph Bae, Huidong Liu, Gagandeep Singh, Jeremy Green, Dimitris Samaras, Prateek Prasanna
Chest Radiograph Disentanglement for COVID-19 Outcome Prediction. MICCAI (7) (2021)
Gagandeep Singh, Akshar Kaul
Secure Hypersphere Range Query on Encrypted Data. CoRR (2021)
Zikun Liu, Gagandeep Singh, Chenren Xu, Deepak Vasisht
FIRE: enabling reciprocity for FDD MIMO systems. MobiCom (2021)
Connor Cowan, Joseph Bae, Gagandeep Singh, Rohit Khullar, Shrey Shah, Nikhil Madan, Prateek Prasanna
Evolution of chest radiograph radiomics and association with respiratory and inflammatory parameters in COVID-19 patients undergoing prone ventilation: preliminary findings. Medical Imaging: Computer-Aided Diagnosis (2021)
Marwa Ismail, Virginia Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna, Gagandeep Singh, Kaustav Bera, Rajat Thawani, Manmeet Ahluwalia, Anant Madabhushi, Pallavi Tiwari
Can Tumor Location on Pre-treatment MRI Predict Likelihood of Pseudo-Progression vs. Tumor Recurrence in Glioblastoma? - A Feasibility Study. Frontiers Comput. Neurosci. 14 (2020)
Gagandeep Singh, Rahul Mahadik, William K. Mohanty, Aurobinda Routray
Seismic Fault Analysis Using Curvature Attribute and Visual Saliency. IGARSS (2020)
Mehakpreet Singh, Randhir Singh, Sukhjit Singh, Gagandeep Singh, Gavin Walker
Finite volume approximation of multidimensional aggregation population balance equation on triangular grid. Math. Comput. Simul. 172 (2020)
Marwa Ismail, Virginia Hill, Volodymyr Statsevych, Evan Mason, Ramon Correa, Prateek Prasanna, Gagandeep Singh, Kaustav Bera, Rajat Thawani, Anant Madabhushi, Manmeet Ahluwalia, Pallavi Tiwari
Can tumor location on pre-treatment MRI predict likelihood of pseudo-progression versus tumor recurrence in Glioblastoma? A feasibility study. CoRR (2020)
Joseph Bae, Saarthak Kapse, Gagandeep Singh, Tej Phatak, Jeremy Green, Nikhil Madan, Prateek Prasanna
Predicting Mechanical Ventilation Requirement and Mortality in COVID-19 using Radiomics and Deep Learning on Chest Radiographs: A Multi-Institutional Study. CoRR (2020)
Gagandeep Singh, Amanjot Singh, Raman K. Verma, Rajiv Mall, Uzma Azeem
Synthesis, biological evaluation and molecular docking studies of novel benzimidazole derivatives. Comput. Biol. Chem. 72 (2018)
Fehmi Jaafar, Gagandeep Singh, Pavol Zavarsky
An Analysis of Android Malware Behavior. QRS Companion (2018)
Gagandeep Singh, Akshar Kaul, Sameep Mehta
Secure k-NN as a Service over Encrypted Data in Multi-User Setting. IEEE CLOUD (2018)
Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa
Collusion-Resistant Processing of SQL Range Predicates. Data Sci. Eng. 3 (4) (2018)
Manish Kesarwani, Akshar Kaul, Gagandeep Singh, Prasad M. Deshpande, Jayant R. Haritsa
Collusion-Resistant Processing of SQL Range Predicates. DASFAA (2) (2018)
Manish Kesarwani, Akshar Kaul, Prasad Naldurg, Sikhar Patranabis, Gagandeep Singh, Sameep Mehta, Debdeep Mukhopadhyay
Efficient Secure k-Nearest Neighbours over Encrypted Data. EDBT (2018)
Gaurav Ameta, Gagandeep Singh, Joseph K. Davidson, Jami J. Shah
Tolerance-Maps to Model Composite Positional Tolerancing for Patterns of Features. J. Comput. Inf. Sci. Eng. 18 (3) (2018)
Gagandeep Singh, Akshar Kaul, Sameep Mehta
Secure k-NN as a Service Over Encrypted Data in Multi-User Setting. CoRR (2018)
Prateek Prasanna, Jhimli Mitra, Niha G. Beig, Sasan Partovi, Gagandeep Singh, Marco Pinho, Anant Madabhushi, Pallavi Tiwari
Radiographic-Deformation and Textural Heterogeneity (r-DepTH): An Integrated Descriptor for Brain Tumor Prognosis. MICCAI (2) (2017)
Olga Scrivner, Gagandeep Singh, Sara E. Bouchard, Scott C. Hutcheson, Ben Fulton, Matthew R. Link, Katy Börner
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. 2 (2017)
Rahul Dhod, Gurmohan Singh, Gagandeep Singh, Manjit Kaur
Low Cost GPS and GSM Based Navigational Aid for Visually Impaired People. Wirel. Pers. Commun. 92 (4) (2017)
Gagandeep Singh, U. C. Gupta, Mohan L. Chaudhry
Detailed computational analysis of queueing-time distributions of the BMAP/G/1 queue using roots. J. Appl. Probab. 53 (4) (2016)
Gagandeep Singh, Sandeep Kad
Comparative Study of Watermarking an Image Using GA and BFO with GA and HBO Technique. ICTCS (2016)
U. C. Gupta, Gagandeep Singh, M. L. Chaudhry
An alternative method for computing system-length distributions of BMAP/R/1 and BMAP/D/1 queues using roots. Perform. Evaluation 95 (2016)
G. Barath Shankar, Gagandeep Singh, Sanjay K. Bose, Wen-De Zhong
Multicasting in wireless neworks using rateless codes and opportunistic routing. ICICS (2015)
Priyanka Das, Neelesh B. Mehta, Gagandeep Singh
Novel Relay Selection Rules for Average Interference-Constrained Cognitive AF Relay Networks. IEEE Trans. Wirel. Commun. 14 (8) (2015)
Gagandeep Singh, U. C. Gupta, Mohan L. Chaudhry
/1 queue. Int. J. Comput. Math. 91 (9) (2014)
Gagandeep Singh, Manish Shukla, Prabhakar Bhimalapuram, Kishore Kothapalli
Implementation of Kirchhoff-Helmholtz transform on GPU for use in digital in-line holographic microscopy. COMPUTE (2014)
Gagandeep Singh
Demonstration of Improved Performance of a 4-Level DSEP to Enhance the Efficiency in Heterogeneous Wireless Sensor Networks. SocProS (1) (2014)
Gagandeep Singh
Metrics for measuring the quality of object-oriented software. ACM SIGSOFT Softw. Eng. Notes 38 (5) (2013)
Gagandeep Singh, H. P. Singh, Anurag Sharma
Comparative Analysis of Energy Efficient Protocols for Prolonged Life of Wireless Sensor Network. SocProS (2) (2013)
Gagandeep Singh, Hardeep Singh
Effect of software evolution on metrics and applicability of Lehman's laws of software evolution. ACM SIGSOFT Softw. Eng. Notes 38 (1) (2013)
Gagandeep Singh, M. L. Chaudhry, U. C. Gupta
Computing system-time and system-length distributions for MAP/D/1 queue using distributional Little's law. Perform. Evaluation 69 (2) (2012)
Malay Haldar, Gagandeep Singh, Saurabh Prabhakar, Basant Dwivedi, Antara Ghosh
Construction of concrete verification models from C++. DAC (2008)
Gagandeep Singh, Yaduvir Singh
Non-linear Behaviour Compensation and Optimal Control of SCR Using Fuzzy Logic Controller Assisted by Genetic Algorithm: A Case Study. IMECS (2007)