Gunjan Verma

77 papers A* 2A 1B 3C 1Misc 11Journal 42Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks.
IEEE Trans. Wirel. Commun.
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
2025 J jnl
Distributed Link Sparsification for Scalable Scheduling Using Graph Neural Networks (Journal Version).
CoRR
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
2025 J jnl
Enhanced arrhythmia detection using spiking neural networks: an in-depth analysis of ECG data from the MIMIC-IV clinical database.
Neural Comput. Appl.
Gunjan Verma, Honey Gocher, Sweety Verma
2025 Misc conf
Joint Task Offloading and Routing in Wireless Multi-hop Networks Using Biased Backpressure Algorithm.
ICASSP
Zhongyuan Zhao, Jake B. Perazzone, Gunjan Verma, Kevin S. Chan, Ananthram Swami, Santiago Segarra
2025 Misc conf
MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT.
SenSys
Xiaomin Ouyang, Jason Wu, Tomoyoshi Kimura, Yihan Lin, Gunjan Verma, Tarek F. Abdelzaher, Mani Srivastava
2025 — conf
Refining Search Spaces with Gradient-Guided Sensor Activation.
IEEECONF
Kaan Buyukkalayci, Xinlin Li, Christina Fragouli, Bhaskar Krishnamachari, Gunjan Verma
2024 — conf
Ant Backpressure Routing for Wireless Multi-hop Networks with Mixed Traffic Patterns.
MILCOM
Negar Erfaniantaghvayi, Zhongyuan Zhao, Kevin S. Chan, Gunjan Verma, Ananthram Swami, Santiago Segarra
2024 J jnl
Ant Backpressure Routing for Wireless Multi-hop Networks with Mixed Traffic Patterns.
CoRR
Negar Erfaniantaghvayi, Zhongyuan Zhao, Kevin S. Chan, Gunjan Verma, Ananthram Swami, Santiago Segarra
2024 J jnl
Biased Backpressure Routing Using Link Features and Graph Neural Networks.
CoRR
Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma, Ananthram Swami, Santiago Segarra
2024 Misc conf
Congestion-Aware Distributed Task Offloading in Wireless Multi-Hop Networks Using Graph Neural Networks.
ICASSP
Zhongyuan Zhao, Jake B. Perazzone, Gunjan Verma, Santiago Segarra
2024 J jnl
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks.
IEEE Trans. Wirel. Commun.
Arindam Chowdhury, Gunjan Verma, Ananthram Swami, Santiago Segarra
2024 — conf
Distributed and Rate-Adaptive Feature Compression.
IEEECONF
Aditya Deshmukh, Venugopal V. Veeravalli, Gunjan Verma
2024 J jnl
Distributed and Rate-Adaptive Feature Compression.
CoRR
Aditya Deshmukh, Venugopal V. Veeravalli, Gunjan Verma
2024 — conf
Enhancing Resilience in Distributed ML Inference Pipelines for Edge Computing.
MILCOM
Li Wu, Walid A. Hanafy, Abel Souza, Tarek F. Abdelzaher, Gunjan Verma, Prashant J. Shenoy
2024 J jnl
F2UIE: feature transfer-based underwater image enhancement using multi-stackcnn.
Multim. Tools Appl.
Gunjan Verma, Manoj Kumar, Suresh Raikwar
2024 J jnl
Fully Distributed Online Training of Graph Neural Networks in Networked Systems.
CoRR
Rostyslav Olshevskyi, Zhongyuan Zhao, Kevin S. Chan, Gunjan Verma, Ananthram Swami, Santiago Segarra
2024 J jnl
GLANCE: Graph-based Learnable Digital Twin for Communication Networks.
CoRR
Boning Li, Gunjan Verma, Timofey Efimov, Abhishek Kumar, Santiago Segarra
2024 J jnl
Joint Task Offloading and Routing in Wireless Multi-hop Networks Using Biased Backpressure Algorithm.
CoRR
Zhongyuan Zhao, Jake B. Perazzone, Gunjan Verma, Kevin S. Chan, Ananthram Swami, Santiago Segarra
2024 J jnl
Learning Non-myopic Power Allocation in Constrained Scenarios.
CoRR
Arindam Chowdhury, Santiago Paternain, Gunjan Verma, Ananthram Swami, Santiago Segarra
2024 J jnl
Low Frequency Multi-Robot Networking.
IEEE Access
Brian M. Sadler, Fikadu T. Dagefu, Jeffrey N. Twigg, Gunjan Verma, Predrag Spasojevic, Richard J. Kozick, Justin Kong
2024 J jnl
MMBind: Unleashing the Potential of Distributed and Heterogeneous Data for Multimodal Learning in IoT.
CoRR
Xiaomin Ouyang, Jason Wu, Tomoyoshi Kimura, Yihan Lin, Gunjan Verma, Tarek F. Abdelzaher, Mani Srivastava
2023 J jnl
Comprehensive review and analysis on facial emotion recognition methods.
J. Electronic Imaging
Rishabh Vats, Manoj Kumar, Ritu Rai, Gunjan Verma
2023 J jnl
Congestion-aware Distributed Task Offloading in Wireless Multi-hop Networks Using Graph Neural Networks.
CoRR
Zhongyuan Zhao, Jake B. Perazzone, Gunjan Verma, Santiago Segarra
2023 J jnl
Deep Graph Unfolding for Beamforming in MU-MIMO Interference Networks.
CoRR
Arindam Chowdhury, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 Misc conf
Delay-Aware Backpressure Routing Using Graph Neural Networks.
ICASSP
Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 — conf
Enhanced Backpressure Routing Using Wireless Link Features.
CAMSAP
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 J jnl
Enhanced Backpressure Routing Using Wireless Link Features.
CoRR
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 — conf
Feature Compression for Multimodal Multi-Object Tracking.
MILCOM
Xinlin Li, Osama A. Hanna, Christina Fragouli, Suhas N. Diggavi, Gunjan Verma, Joydeep Bhattacharyya
2023 J jnl
Graph-Based Algorithm Unfolding for Energy-Aware Power Allocation in Wireless Networks.
IEEE Trans. Wirel. Commun.
Boning Li, Gunjan Verma, Santiago Segarra
2023 J jnl
Information Flow Optimization for Estimation in Linear Models Using a Sensor Network.
IEEE Signal Process. Lett.
Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli, Gunjan Verma
2023 — conf
Learnable Digital Twin for Efficient Wireless Network Evaluation.
MILCOM
Boning Li, Timofey Efimov, Abhishek Kumar, Jose Cortes, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 J jnl
Learnable Digital Twin for Efficient Wireless Network Evaluation.
CoRR
Boning Li, Timofey Efimov, Abhishek Kumar, Jose Cortes, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 Misc conf
Learning Non-myopic Power Allocation in Constrained Scenarios.
ACSSC
Arindam Chowdhury, Santiago Paternain, Gunjan Verma, Ananthram Swami, Santiago Segarra
2023 J jnl
Link Scheduling Using Graph Neural Networks.
IEEE Trans. Wirel. Commun.
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2023 — conf
Online Allocation of Sensing and Computation in Large Graphs.
CIC
Xinlin Li, Merve Karakas, Osama A. Hanna, Mehrdad Kiamari, Jared Coleman, Christina Fragouli, Bhaskar Krishnamachari, Gunjan Verma
2023 J jnl
Synthesis of Large-Scale Instant IoT Networks.
IEEE Trans. Mob. Comput.
Pradipta Ghosh, Jonathan Bunton, Dimitrios Pylorof, Marcos A. M. Vieira, Kevin Chan, Ramesh Govindan, Gaurav S. Sukhatme, Paulo Tabuada, Gunjan Verma
2022 J jnl
Adversarial examples for network intrusion detection systems.
J. Comput. Secur.
Ryan Sheatsley, Nicolas Papernot, Michael J. Weisman, Gunjan Verma, Patrick D. McDaniel
2022 Misc conf
Delay-Oriented Distributed Scheduling Using Graph Neural Networks.
ICASSP
Zhongyuan Zhao, Gunjan Verma, Ananthram Swami, Santiago Segarra
2022 J jnl
Delay-aware Backpressure Routing Using Graph Neural Networks.
CoRR
Zhongyuan Zhao, Bojan Radojicic, Gunjan Verma, Ananthram Swami, Santiago Segarra
2022 J jnl
FCNN: fusion-based underwater image enhancement using multilayer convolution neural network.
J. Electronic Imaging
Gunjan Verma, Manoj Kumar, Suresh Raikwar
2022 J jnl
Graph-based Algorithm Unfolding for Energy-aware Power Allocation in Wireless Networks.
CoRR
Boning Li, Gunjan Verma, Santiago Segarra
2022 J jnl
Optimizing the quality of information of networked machine learning agents.
J. Netw. Comput. Appl.
Gunjan Verma, Kelvin Marcus, Kevin S. Chan
2022 J jnl
Systematic review and analysis on underwater image enhancement methods, datasets, and evaluation metrics.
J. Electronic Imaging
Gunjan Verma, Manoj Kumar
2021 Misc conf
Adaptive Contention Window Design Using Deep Q-Learning.
ICASSP
Abhishek Kumar, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2021 Misc conf
Distributed Scheduling Using Graph Neural Networks.
ICASSP
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2021 Misc conf
Efficient Power Allocation Using Graph Neural Networks and Deep Algorithm Unfolding.
ICASSP
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2021 — conf
Energy-Efficient Power Allocation in Wireless Networks using Graph Neural Networks.
ACSCC
Boning Li, Gunjan Verma, Chirag Rao, Santiago Segarra
2021 J jnl
Link Scheduling using Graph Neural Networks.
CoRR
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2021 — conf
ML-aided power allocation for Tactical MIMO.
MILCOM
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2021 J jnl
ML-aided power allocation for Tactical MIMO.
CoRR
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2021 — conf
Split to win: near-optimal sensor network synthesis via path-greedy subproblems.
MILCOM
Jonathan Bunton, Tzanis Anevlavis, Gunjan Verma, Christina Fragouli, Paulo Tabuada
2021 J jnl
Unfolding WMMSE Using Graph Neural Networks for Efficient Power Allocation.
IEEE Trans. Wirel. Commun.
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2020 J jnl
Adaptive Contention Window Design using Deep Q-learning.
CoRR
Abhishek Kumar, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2020 J jnl
Adversarial Examples in Constrained Domains.
CoRR
Ryan Sheatsley, Nicolas Papernot, Michael J. Weisman, Gunjan Verma, Patrick D. McDaniel
2020 J jnl
Distributed Scheduling using Graph Neural Networks.
CoRR
Zhongyuan Zhao, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2020 J jnl
Efficient power allocation using graph neural networks and deep algorithm unfolding.
CoRR
Arindam Chowdhury, Gunjan Verma, Chirag Rao, Ananthram Swami, Santiago Segarra
2020 Misc conf
Information Flow Optimization in Inference Networks.
ICASSP
Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli, Gunjan Verma
2020 B conf
Rapid Top-Down Synthesis of Large-Scale IoT Networks.
ICCCN
Pradipta Ghosh, Jonathan Bunton, Dimitrios Pylorof, Marcos Augusto M. Vieira, Kevin Chan, Ramesh Govindan, Gaurav S. Sukhatme, Paulo Tabuada, Gunjan Verma
2020 J jnl
Rapid Top-Down Synthesis of Large-Scale IoT Networks.
CoRR
Pradipta Ghosh, Jonathan Bunton, Dimitrios Pylorof, Marcos Augusto M. Vieira, Kevin S. Chan, Ramesh Govindan, Gaurav S. Sukhatme, Paulo Tabuada, Gunjan Verma
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 A* conf
Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness of Deep Neural Networks.
NeurIPS
Gunjan Verma, Ananthram Swami
2019 J jnl
Information Flow Optimization in Inference Networks.
CoRR
Aditya Deshmukh, Jing Liu, Venugopal V. Veeravalli, Gunjan Verma
2018 A conf
Chaff Allocation and Performance for Network Traffic Obfuscation.
ICDCS
Ertugrul N. Ciftcioglu, Rommie L. Hardy, Kevin S. Chan, Lisa Scott, Diego F. M. Oliveira, Gunjan Verma
2018 — conf
DOA Estimation for Autonomous Systems in Complex Propagation Environments.
SPAWC
Gunjan Verma, Fikadu T. Dagefu, Brian M. Sadler, Jeffrey N. Twigg, Jonathan Fink
2018 J jnl
Direction of Arrival Estimation With the Received Signal Strength Gradient.
IEEE Trans. Veh. Technol.
Gunjan Verma, Fikadu T. Dagefu, Brian M. Sadler, Jeffrey N. Twigg
2018 — conf
Network Traffic Obfuscation: An Adversarial Machine Learning Approach.
MILCOM
Gunjan Verma, Ertugrul N. Ciftcioglu, Ryan Sheatsley, Kevin S. Chan, Lisa Scott
2018 B conf
Scalable Sporadic Medium Access for Complex Propagation Environments.
PIMRC
Chirag Rao, Fikadu T. Dagefu, Gunjan Verma, Predrag Spasojevic, Brian M. Sadler
2017 — conf
An experimental study of quasi-synchronous multiuser communications in cluttered scenarios at low VHF.
ICMCIS
Fikadu T. Dagefu, Gunjan Verma, Predrag Spasojevic, Brian M. Sadler
2017 Misc conf
The effect of inter-user delay and channel phase response on MC-CDMA using WBE codes with application to lower VHF.
ACSSC
Fikadu T. Dagefu, Predrag Spasojevic, Gunjan Verma, Brian M. Sadler
2016 — ch.
Fingerprinting by Design: Embedding and Authentication.
Digital Fingerprinting
Paul L. Yu, Brian M. Sadler, Gunjan Verma, John S. Baras
2016 — conf
Implications of time/frequency synchronization tradeoff of quasi-synchronous multi-carrier DS-CDMA for robust communications at lower VHF.
MILCOM
Gunjan Verma, Fikadu T. Dagefu, Brian M. Sadler, Predrag Spasojevic
2015 B conf
Measurement and characterization of the short-range low-VHF channel.
WCNC
Fikadu T. Dagefu, Gunjan Verma, Chirag Rao, Paul L. Yu, Brian M. Sadler, Kamal Sarabandi
2015 J jnl
Physical Layer Authentication via Fingerprint Embedding Using Software-Defined Radios.
IEEE Access
Gunjan Verma, Paul L. Yu, Brian M. Sadler
2015 J jnl
Wireless physical layer authentication via fingerprint embedding.
IEEE Commun. Mag.
Paul L. Yu, Gunjan Verma, Brian M. Sadler
2012 — conf
The effect of zealotry in the naming game model of opinion dynamics.
MILCOM
Gunjan Verma, Ananthram Swami, Kevin S. Chan
2009 C conf
A dynamic infrastructure for interconnecting disparate ISR/ISTAR assets (the ITA sensor fabric).
FUSION
Joel J. Wright, Christopher Gibson, Flávio Bergamaschi, Kelvin Marcus, Ryan Pressley, Gunjan Verma, Gene T. Whipps