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Nirmalya Roy

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

117

Venues

37

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

117 indexed papers, newest first.

YearVenueTitleAuthors
2026CHIMorsEar: Toward Generalizable Low-Resource Covert Messaging via Earable based Inertial Sensing.Garvit Chugh, Indrajeet Ghosh, Nirmalya Roy, Sandip Chakraborty, Suchetana Chakraborty
2026PERCOMFed-CASQ: Enhancing Class-Wise Accuracy in Pervasive Federated Learning with Class-Aware Scaling and Quantization.Emon Dey, Anuradha Ravi, Gaurav Shinde, Garvit Chugh, Indrajeet Ghosh, Archan Misra, Nirmalya Roy
2026WACVSegment Anything but Farms: Comparing Segmentation Paradigms for Rural UAV Captured Ultra-High-Resolution Imagery.Snehalraj Chugh, Dharmendra Singh Chaudhary, Subash Sigdel, Shubham Thapa, Lalit BC, Nishan Ghimire, Bipendra Basnyat, Nirmalya Roy
2026WACVLorentz Entailment Cone for Semantic Segmentation.Zahid Hasan, Masud Ahmed, Nirmalya Roy
2026WoWMoMCOHORT: Hybrid RL for Collaborative Large DNN Inference on Multi-Robot Systems Under Real-Time Constraints.Mohammad Saeid Anwar, Anuradha Ravi, Indrajeet Ghosh, Gaurav Shinde, Carl E. Busart, Nirmalya Roy
2026WoWMoMCAViAR: Quality-Aware Vision-and-Radio Fusion for Relative Range Estimation Among Collaborative Autonomous Agents.Gaurav Shinde, Anuradha Ravi, Jared Lewis, Andre Harrison, Henry Gardiner, Mohammad Saeid Anwar, Shadman Sakib, Jade Freeman, Nirmalya Roy
2026SmartCompDataCenterGym: A Physics-Grounded Simulator for Multi-Objective Data Center Scheduling.Nilavra Pathak, Samadrita Biswas, Nirmalya Roy
2025CHASERespiratory Rate and Heart Rate in Facial Videos through the Lens of Temporal Pixel Variation.Zahid Hasan, Masud Ahmed, Nirmalya Roy
2025CHASERRPIPS: Respiratory Waveform Reconstruction using Persistent Independent Particles tracking from video.Zahid Hasan, Masud Ahmed, Shadman Sakib, Snehalraj Chugh, Md Azim Khan, Abu Zaher Md Faridee, Nirmalya Roy
2025CIKMHigh-Order Moments Conditional Domain Adaptation Networks for Wearable Human Activity Recognition.Indrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy
2025COMSNETSDACC-Comm: DNN-Powered Adaptive Compression and Flow Control for Robust Communication in Network-Constrained Environment.Emon Dey, Anuradha Ravi, Jared Lewis, Vinay Krishna Kumar, Jade Freeman, Timothy Gregory, Niranjan Suri, Carl E. Busart, Nirmalya Roy
2025ICCVCAM-Seg: A Continuous-valued Embedding Approach for Semantic Image Generation.Masud Ahmed, Zahid Hasan, Syed Arefinul Haque, Abu Zaher Md Faridee, Sanjay Purushotham, Suya You, Nirmalya Roy
2025ICDMImitation-Inspired Semantic-Guided Distillation for User-Conditioned Memorability Prediction.Indrajeet Ghosh, Mohammad Saeid Anwar, Kasthuri Jayarajah, Nirmalya Roy
2025ICMLQPRL : Learning Optimal Policies with Quasi-Potential Functions for Asymmetric Traversal.Jumman Hossain, Nirmalya Roy
2025ICMLARespFormer: A Motion-Guided Temporal-Frequency Multimodal Fusion Transformer for Contactless Respiratory Monitoring.Shadman Sakib, Gaurav Shinde, Snehalraj Chugh, Mohammad Saeid Anwar, Nirmalya Roy
2025ICRAQuasiNav: Asymmetric Cost-Aware Navigation Planning with Constrained Quasimetric Reinforcement Learning.Jumman Hossain, Abu Zaher Md Faridee, Derrik E. Asher, Jade Freeman, Theron Trout, Timothy Gregory, Nirmalya Roy
2025MobisysDemo: InvisibleFence: Non-Lethal Edge-Optimized AI for Human Wildlife Coexistence and Crop Protection.Snehalraj Chugh, Elijah Polyakov, Milind Rampure, Bipendra Basnyat, Nirmalya Roy
2025PERCOMCALM: Multimodal Cognitive Load Assessment Framework via Engineered and Explainable Features.Cahree Myrick, Indrajeet Ghosh, Kasthuri Jayarajah, Nirmalya Roy
2025PERCOMTAVIC-DAS: Task and Channel-Aware Variable-Rate Image Compression for Distributed Autonomous System.Gaurav Shinde, Anuradha Ravi, Emon Dey, Jared Lewis, Nirmalya Roy
2025SENSYSPoster Abstract: Terrain Navigability Assessment of Autonomous Ground Robots Using mmWave Radar.Anuradha Ravi, Eric Meza, Snehalraj Chugh, Andre V. Harrison, Timothy Gregory, Jade L. Freeman, Nirmalya Roy
2025WoWMoMIs Edge Computing Always Suitable for Image Analysis? An Experimental Analysis.Francesca Righetti, Carlo Vallati, Nirmalya Roy, Giuseppe Anastasi
2025SmartCompE2RespUNet: End-to-End Respiratory Signal Reconstruction and Rate Prediction Using a Unified Attention-Enhanced U-Net.Shadman Sakib, Gaurav Shinde, Emon Dey, Nirmalya Roy
2024COMADβ-Decode: Attention-based Decoding Temporal Artifacts via Unsupervised β-Variational Autoencoder.Indrajeet Ghosh, Garvit Chugh, Kasthuri Jayarajah, Nirmalya Roy
2024DCOSSARSFineTune: On-the-Fly Tuning of Vision Models for Unmanned Ground Vehicles.Masud Ahmed, Zahid Hasan, Abu Zaher Md Faridee, Mohammad Saeid Anwar, Kasthuri Jayarajah, Sanjay Purushotham, Suya You, Nirmalya Roy
2024ICDMUnsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment.Indrajeet Ghosh, Garvit Chugh, Abu Zaher Md Faridee, Nirmalya Roy
2024IROSTopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments.Jumman Hossain, Abu Zaher Md Faridee, Nirmalya Roy, Jade Freeman, Timothy Gregory, Theron Trout
2024MobiquitousEEGAmp+: Investigating the Efficacy of Functional Connectivity for Detecting Events in Low Resolution EEG.Indrajeet Ghosh, Kasthuri Jayarajah, Nicholas R. Waytowich, Nirmalya Roy
2024SmartCompAcouDL: Context-Aware Daily Activity Recognition from Natural Acoustic Signals.Avijoy Chakma, Anirban Das, Abu Zaher Md Faridee, Suchetana Chakraborty, Sandip Chakraborty, Nirmalya Roy
2024SmartCompContactless Physiological Health Sensing: Challenges, Solutions & Opportunities.Nirmalya Roy, Zahid Hasan
2023CVPRMixed Quantization Enabled Federated Learning to Tackle Gradient Inversion Attacks.Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
2023DCOSSUnsupervised Spatio-Temporal Anomalous Thermal Behavior Monitoring of Inside-Built Environments.Naima Khan, Md Abdullah Al Hafiz Khan, Nirmalya Roy
2023ICCCNA Novel ROS2 QoS Policy-Enabled Synchronizing Middleware for Co-Simulation of Heterogeneous Multi-Robot Systems.Emon Dey, Mikolaj Walczak, Mohammad Saeid Anwar, Nirmalya Roy, Jade Freeman, Timothy Gregory, Niranjan Suri, Carl E. Busart
2023ICIPNEV-NCD: Negative Learning, Entropy, and Variance Regularization Based Novel Action Categories Discovery.Zahid Hasan, Masud Ahmed, Abu Zaher Md Faridee, Sanjay Purushotham, Heesung Kwon, Hyungtae Lee, Nirmalya Roy
2023PERCOMCHARLIE: A Chatbot That Recommends Daily Fitness and Diet Plans.Deepanjali Chowdhury, Ahana Roy, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
2023PERCOMTowards IoT-assisted Non-Intrusive Monitoring of Thermal Variation on Building Envelope.Naima Khan, Nirmalya Roy
2023SmartCompAn Online Continuous Semantic Segmentation Framework With Minimal Labeling Efforts.Masud Ahmed, Zahid Hasan, Tim Yingling, Eric O'Leary, Sanjay Purushotham, Suya You, Nirmalya Roy
2023SmartCompA Systematic Study on Object Recognition Using Millimeter-wave Radar.Maloy Kumar Devnath, Avijoy Chakma, Mohammad Saeid Anwar, Emon Dey, Zahid Hasan, Marc Conn, Biplab Pal, Nirmalya Roy
2023SmartCompHeteroSys: Heterogeneous and Collaborative Sensing in the Wild.Indrajeet Ghosh, Adam Goldstein, Avijoy Chakma, Jade Freeman, Timothy Gregory, Niranjan Suri, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
2023SmartCompSrPPG: Semi-Supervised Adversarial Learning for Remote Photoplethysmography with Noisy Data.Zahid Hasan, Abu Zaher Md Faridee, Masud Ahmed, Shibi Ayyanar, Nirmalya Roy
2022CHASESelf-rPPG: Learning the Optical & Physiological Mechanics of Remote Photoplethysmography with Self-Supervision.Zahid Hasan, Abu Zaher Md Faridee, Masud Ahmed, Nirmalya Roy
2022COMPSACCross-Domain Unseen Activity Recognition Using Transfer Learning.Md Abdullah Al Hafiz Khan, Nirmalya Roy
2022DCOSSGADAN: Generative Adversarial Domain Adaptation Network For Debris Detection Using Drone.Masud Ahmed, Naima Khan, Pretom Roy Ovi, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You
2022DCOSSSemi-supervised Multi-source Domain Adaptation in Wearable Activity Recognition.Avijoy Chakma, Abu Zaher Md Faridee, Raghuveer Rao, Nirmalya Roy
2022DCOSSSynchroSim: An Integrated Co-simulation Middleware for Heterogeneous Multi-robot System.Emon Dey, Jumman Hossain, Nirmalya Roy, Carl E. Busart
2022ICMLAPerMTL: A Multi-Task Learning Framework for Skilled Human Performance Assessment.Indrajeet Ghosh, Avijoy Chakma, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Nicholas R. Waytowich
2022PERCOMCogAx: Early Assessment of Cognitive and Functional Impairment from Accelerometry.Sreenivasan Ramasamy Ramamurthy, Soumyajit Chatterjee, Elizabeth Galik, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandip Chakraborty
2022SmartCompCoDEm: Conditional Domain Embeddings for Scalable Human Activity Recognition.Abu Zaher Md Faridee, Avijoy Chakma, Zahid Hasan, Nirmalya Roy, Archan Misra
2022SmartCompSpecTextor: End-to-End Attention-based Mechanism for Dense Text Generation in Sports Journalism.Indrajeet Ghosh, Matthew Ivler, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
2022SmartCompRhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge.Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra
2022SmartCompDemo: RhythmEdge: Enabling Contactless Heart Rate Estimation on the Edge.Zahid Hasan, Emon Dey, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Archan Misra
2022SmartCompAssessing the Feasibility of Exploiting Edge Computing for Real- Time Monitoring of Flash Floods.Francesca Righetti, Carlo Vallati, Andrea Klaus Tubak, Nirmalya Roy, Bipendra Basnyat, Giuseppe Anastasi
2021ICMLABuiltNet: Graph based Spatio-Temporal Indoor Thermal Variation Detection.Naima Khan, Nirmalya Roy
2021PERCOMFlood Detection using Semantic Segmentation and Multimodal Data Fusion.Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
2021PERCOMHybrid Distance-Based Framework for Classification of Embedded Firearm Recoil Data.David Welsh, Abu Zaher Md Faridee, Nirmalya Roy
2021SmartCompARIS: A Real Time Edge Computed Accident Risk Inference System.Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay
2021SmartCompSTAR: A Scalable Self-taught Learning Framework for Older Adults' Activity Recognition.Sreenivasan Ramasamy Ramamurthy, Indrajeet Ghosh, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy
2020BIBEOMAD: On-device Mental Anomaly Detection for Substance and Non-Substance Users.Emon Dey, Nirmalya Roy
2020ICMILASO: Exploiting Locomotive and Acoustic Signatures over the Edge to Annotate IMU Data for Human Activity Recognition.Soumyajit Chatterjee, Avijoy Chakma, Aryya Gangopadhyay, Nirmalya Roy, Bivas Mitra, Sandip Chakraborty
2020MASSVision Powered Conversational AI for Easy Human Dialogue Systems.Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
2020MobiquitousAutoCogniSys: IoT Assisted Context-Aware Automatic Cognitive Health Assessment.Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
2020PERCOMShoot Like Ronaldo: Predict Soccer Penalty Outcome with Wearables.Avijoy Chakma, Abu Zaher Md Faridee, Nirmalya Roy, H. M. Sajjad Hossain
2020PERCOMStanceScorer: A Data Driven Approach to Score Badminton Player.Indrajeet Ghosh, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy
2020PERCOMCooking Event Detection from Temporal Thermal Condition of Residential Home.Naima Khan, Nirmalya Roy
2020PERCOMKeynote: A Cross-Domain Machine Learning Framework for Pervasive Sensing.Nirmalya Roy
2020SmartCompFlood Detection Framework Fusing The Physical Sensing & Social Sensing.Neha Singh, Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
2020SmartCompDesign and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities.Bipendra Basnyat, Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
2020SmartCompTowards AI Conversing: FloodBot using Deep Learning Model Stacks.Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
2020SmartCompWater Quality Assessment with Thermal Images.Naima Khan, Nirmalya Roy
2019KDDActive Deep Learning for Activity Recognition with Context Aware Annotator Selection.H. M. Sajjad Hossain, Nirmalya Roy
2019MobiquitousAugToAct: scaling complex human activity recognition with few labels.Abu Zaher Md Faridee, Md Abdullah Al Hafiz Khan, Nilavra Pathak, Nirmalya Roy
2019SmartCompIdentifying the Context of Hurricane Posts on Twitter using Wavelet Features.Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy
2019SmartCompDeveloping Machine Learning Based Predictive Models for Smart Policing.Lavanya Elluri, Varun Mandalapu, Nirmalya Roy
2019SmartCompDetecting Common Insulation Problems in Built Environments using Thermal Images.Naima Khan, Nilavra Pathak, Nirmalya Roy
2018ICDCNNon-Intrusive Air Leakage Detection in Residential Homes.Nilavra Pathak, David Lachut, Nirmalya Roy, Nilanjan Banerjee, Ryan W. Robucci
2018PERCOMScaling Human Activity Recognition via Deep Learning-based Domain Adaptation.Md Abdullah Al Hafiz Khan, Nirmalya Roy, Archan Misra
2018PERCOMFirearm Detection Using Wrist Worn Tri-Axis Accelerometer Signals.Md Abdullah Al Hafiz Khan, David Welsh, Nirmalya Roy
2018SmartCompEvaluating Disaster Time-Line from Social Media with Wavelet Analysis.Amrita Anam, Aryya Gangopadhyay, Nirmalya Roy
2018SmartCompA Flash Flood Categorization System Using Scene-Text Recognition.Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay
2018SmartCompForecasting Gas Usage for Big Buildings Using Generalized Additive Models and Deep Learning.Nilavra Pathak, Amadou Ba, Joern Ploennigs, Nirmalya Roy
2018SmartCompAnalyzing the Sentiment of Crowd for Improving the Emergency Response Services.Neha Singh, Nirmalya Roy, Aryya Gangopadhyay
2017DCOSSCOAR: Collaborative and Opportunistic Human Activity Recognition.Md Abdullah Al Hafiz Khan, Nirmalya Roy, H. M. Sajjad Hossain
2017ICDCSUnseen Activity Recognitions: A Hierarchical Active Transfer Learning Approach.Mohammad Arif Ul Alam, Nirmalya Roy
2017PERCOMSingle BSN-based multi-label activity recognition.Mohammad Arif Ul Alam, Nirmalya Roy
2017PERCOMSoccerMate: A personal soccer attribute profiler using wearables.H. M. Sajjad Hossain, Md Abdullah Al Hafiz Khan, Nirmalya Roy
2017PERCOMTransAct: Transfer learning enabled activity recognition.Md Abdullah Al Hafiz Khan, Nirmalya Roy
2017PERCOMKeynote: Wearable and IoT for cognitive health assessment: Significance and challenges.Nirmalya Roy
2017PERCOMSenseBox: A low-cost smart home system.Joseph Taylor, H. M. Sajjad Hossain, Mohammad Arif Ul Alam, Md Abdullah Al Hafiz Khan, Nirmalya Roy, Elizabeth Galik, Aryya Gangopadhyay
2017PERCOMSmartphone-based mobile gunshot detection.David Welsh, Nirmalya Roy
2017SENSYSLongitudinal energy waste detection with visualization.David Lachut, Nilavra Pathak, Nilanjan Banerjee, Nirmalya Roy, Ryan W. Robucci
2017SmartCompAnalyzing Social Media Texts and Images to Assess the Impact of Flash Floods in Cities.Bipendra Basnyat, Amrita Anam, Neha Singh, Aryya Gangopadhyay, Nirmalya Roy
2016CHASEAutomated Functional and Behavioral Health Assessment of Older Adults with Dementia.Mohammad Arif Ul Alam, Nirmalya Roy, Sarah Holmes, Aryya Gangopadhyay, Elizabeth Galik
2016ICDCSCACE: Exploiting Behavioral Interactions for Improved Activity Recognition in Multi-inhabitant Smart Homes.Mohammad Arif Ul Alam, Nirmalya Roy, Archan Misra, Joseph Taylor
2016INFOCOMRAM: Radar-based activity monitor.Md Abdullah Al Hafiz Khan, Ruthvik Kukkapalli, Piyush Waradpande, Sekar Kulandaivel, Nilanjan Banerjee, Nirmalya Roy, Ryan W. Robucci
2016PERCOMActive learning enabled activity recognition.H. M. Sajjad Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan
2015MDMSleep Well: A Sound Sleep Monitoring Framework for Community Scaling.H. M. Sajjad Hossain, Nirmalya Roy, Md Abdullah Al Hafiz Khan
2015MDMSensePresence: Infrastructure-Less Occupancy Detection for Opportunistic Sensing Applications.Md Abdullah Al Hafiz Khan, H. M. Sajjad Hossain, Nirmalya Roy
2015MDMAARPA: Combining Mobile and Power-Line Sensing for Fine-Grained Appliance Usage and Energy Monitoring.Nirmalya Roy, Nilavra Pathak, Archan Misra
2015PERCOMDemo abstract: A microphone sensor based system for green building applications.Md Abdullah Al Hafiz Khan, Sheung Lu, Nirmalya Roy, Nilavra Pathak
2015PERCOMAcoustic based appliance state identifications for fine-grained energy analytics.Nilavra Pathak, Md Abdullah Al Hafiz Khan, Nirmalya Roy
2015PERCOMGreen building energy analytics: Challenges and opportunities.Nirmalya Roy
2014ICOSTImmersive Physiotherapy: Challenges for Smart Living Environments and Inclusive Communities.Nirmalya Roy, Christine Julien
2014ICOSTMonitoring Patient Recovery Using Wireless Physiotherapy Devices.Nirmalya Roy, Brooks Reed Kindle
2014SmartCompGeSmart: A gestural activity recognition model for predicting behavioral health.Mohammad Arif Ul Alam, Nirmalya Roy
2013PERCOMInfrastructure-assisted smartphone-based ADL recognition in multi-inhabitant smart environments.Nirmalya Roy, Archan Misra, Diane J. Cook
2013SENSYSPerformance of the Latest Generation Powerline Networking for Green Building Applications.Nirmalya Roy, David Kleinschmidt, Joseph Taylor, Behrooz A. Shirazi
2013SENSYSPerformance of the Latest Generation Powerline Networking for Green Building Applications.Joseph Taylor, Nirmalya Roy, David Kleinschmidt, Behrooz A. Shirazi
2011DAISPassive Network-Awareness for Dynamic Resource-Constrained Networks.Agoston Petz, Taesoo Jun, Nirmalya Roy, Chien-Liang Fok, Christine Julien
2011EUCCombinatorial Auction-Based Task Allocation in Multi-application Wireless Sensor Networks.Neda Edalat, Wendong Xiao, Nirmalya Roy, Sajal K. Das, Mehul Motani
2011PERCOMAn energy-efficient quality adaptive framework for multi-modal sensor context recognition.Nirmalya Roy, Archan Misra, Christine Julien, Sajal K. Das, Jit Biswas
2010PERCOMSupporting multi-fidelity-aware concurrent applications in dynamic sensor networks.Nirmalya Roy, Vasanth Rajamani, Christine Julien
2009MobiquitousResolving and mediating ambiguous contexts for pervasive care environments.Nirmalya Roy, Christine Julien, Sajal K. Das
2009PERCOMQuality-of-Inference Aware Context Determination.Nirmalya Roy
2009QshineResource-Optimized Quality-Assured Ambiguous Context Mediation in Pervasive Environments.Nirmalya Roy, Christine Julien, Sajal K. Das
2007CCGRIDMobility-Aware Efficient Job Scheduling in Mobile Grids.Preetam Ghosh, Nirmalya Roy, Sajal K. Das
2007WiMobA Middleware Framework for Ambiguous Context Mediation in Smart Healthcare Application.Nirmalya Roy, Gautham V. Pallapa, Sajal K. Das
2006PERCOMContext-Aware Resource Management in Multi-Inhabitant Smart Homes: A Nash H-Learning based Approach.Nirmalya Roy, Abhishek Roy, Sajal K. Das
2005MobiquitousA Cooperative Learning Framework for Mobility-Aware Resource Management in Multi-Inhabitant Smart Homes.Nirmalya Roy, Abhishek Roy, Sajal K. Das, Kalyan Basu