| 2026 | IOLTS | Server Life Extensions at Scale. | Rhea Dutta, Harish Dattatraya Dixit, Santosh Kumar, Daniel Moore, Sriram Sankar |
| 2025 | CHI | Wearable Meets LLM for Stress Management: A Duoethnographic Study Integrating Wearable-Triggered Stressors and LLM Chatbots for Personalized Interventions. | Sameer Neupane, Poorvesh Dongre, Denis Gracanin, Santosh Kumar |
| 2025 | VLSID | Leveraging Dual Output LUTs with Pipelining for Efficient BCD to Binary Converter on FPGA. | Santosh Kumar, Ayan Palchaudhuri |
| 2024 | CHI | Momentary Stressor Logging and Reflective Visualizations: Implications for Stress Management with Wearables. | Sameer Neupane, Mithun Saha, Nasir Ali, Timothy Hnat, Shahin Alan Samiei, Anandatirtha Nandugudi, David M. Almeida, Santosh Kumar |
| 2024 | HiPC | Exploring Efficient BCD to Binary Conversion Architecture Alternatives on FPGA. | Santosh Kumar, Ayan Palchaudhuri |
| 2024 | ICPR | Hybrid CNN-LSTM Framework for Enhanced Congestive Heart Failure Diagnosis: Integrating GQRS Detection. | Aditya Oza, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar |
| 2024 | ICPR | Advanced Framework for Early Congestive Heart Failure Detection Using Electrocardiogram Data and Ensemble Learning Models. | Aditya Oza, Sanskriti Patel, Abhishek Shrivastava, Santosh Kumar |
| 2024 | ICPR | A Deep Learning Approach for Early Stress Detection Using Electrodermal Activity Through Wearable Devices. | Ashutosh Singh, Amit Kumar, Khushdeep Singh, Santosh Kumar |
| 2024 | Tencon | Advancing EEG Analysis for Confusion Detection in Educational Settings Using BiLSTM Deep Learning Techniques. | Aditya Oza, Vandita Diwan, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar, Abhishek Shrivastava |
| 2024 | Tencon | Advancing Early Detection of Congestive Heart Failure Using BiLSTM Networks: A Robust Clinical Framework. | Aditya Oza, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar |
| 2024 | Tencon | Adaptive Spectral Correlation Convolutional Neural Network for EEG-Based Emotion Recognition: A Study on the SEED Dataset. | Aditya Oza, Jay Padia, Sanskriti Patel, Santosh Kumar |
| 2024 | Tencon | WENN-4: Weighted Ensemble for Enhanced Diabetic Retinopathy Detection. | Aadi Krishna Vikram, Abhinav Roy, Bhavesh S. Gyanchandani, Aditya Oza, Santosh Kumar |
| 2023 | CIT | A Novel Hybrid Model for Predictive Analysis of Myocardial Infarction using Advanced Machine Learning Techniques. | Abhishek Shrivastava, Santosh Kumar, Nenavath Srinivas Naik, Tejasv Bhatt |
| 2023 | SMC | Metaverse-Driven Drone Edge Intelligence in B5G: A Conceptual Framework for Empowering CPSS. | Saeed Hamood Alsamhi, Ammar Hawbani, Santosh Kumar, Raffaele Gravina, Giancarlo Fortino, Edward Curry |
| 2023 | Tencon | Parkinson's Disease Detection from Speech Signals Using Explainable Artificial Intelligence. | Ghanta Sai Krishna, Kundrapu Supriya, Vinay Mishra, Santosh Kumar |
| 2021 | CCS | WristPrint: Characterizing User Re-identification Risks from Wrist-worn Accelerometry Data. | Nazir Saleheen, Md. Azim Ullah, Supriyo Chakraborty, Deniz S. Ones, Mani B. Srivastava, Santosh Kumar |
| 2020 | Mobisys | Sensitivity, Specificity, Generalizability, and Reusability Aspirations for Machine Learning (ML) Models in mHealth. | Santosh Kumar |
| 2019 | Tencon | Convergence of MassiveMIMO Frequency Selective Channels. | Srikanth Goli, Vijay Kumar Chakka, Santosh Kumar |
| 2018 | CIT | Predicting Inactiveness in Telecom (Prepaid) Sector: A Complex Bigdata Application. | Rahul Vyas, B. G. Manjunath Prasad, H. K. Vamshidhar, Santosh Kumar |
| 2017 | AINA | Cluster-than-Label: Semi-Supervised Approach for Domain Adaptation. | Santosh Kumar, Xiaoying Gao, Ian Welch |
| 2017 | AMIA | mCerebrum and Cerebral Cortex: A Real-time Collection, Analytic, and Intervention Platform for High-frequency Mobile Sensor Data. | Timothy Hnat, Syed Monowar Hossain, Nasir Ali, Simona Carini, Tyson Condie, Ida Sim, Mani B. Srivastava, Santosh Kumar |
| 2017 | COMPSAC | Opportunities and Challenges in Designing Participant-Centric Smoking Cessation System. | Moushumi Sharmin, Theodore Weber, Hillol Sarker, Nazir Saleheen, Santosh Kumar, Shameem Ahmed, Mustafa al'Absi |
| 2017 | Mobisys | mSelf: Using Mobile Sensors to Self-monitor and Improve Health, Wellness, and Performance. | Santosh Kumar |
| 2017 | SENSYS | mCerebrum: A Mobile Sensing Software Platform for Development and Validation of Digital Biomarkers and Interventions. | Syed Monowar Hossain, Timothy Hnat, Nazir Saleheen, Nusrat Jahan Nasrin, Joseph Noor, Bo-Jhang Ho, Tyson Condie, Mani B. Srivastava, Santosh Kumar |
| 2016 | AINA | A Machine Learning Based Web Spam Filtering Approach. | Santosh Kumar, Xiaoying Gao, Ian Welch, Masood Mansoori |
| 2016 | CHI | Finding Significant Stress Episodes in a Discontinuous Time Series of Rapidly Varying Mobile Sensor Data. | Hillol Sarker, Matthew Tyburski, Md. Mahbubur Rahman, Karen Hovsepian, Moushumi Sharmin, David H. Epstein, Kenzie L. Preston, C. Debra Furr-Holden, Adam Milam, Inbal Nahum-Shani, Mustafa al'Absi, Santosh Kumar |
| 2016 | DASC | Evaluation of Network Risk Using Attack Graph Based Security Metrics. | Santosh Kumar, Anuradha Negi, Keshav Prasad, Aniket Mahanti |
| 2016 | ICML | Hierarchical Span-Based Conditional Random Fields for Labeling and Segmenting Events in Wearable Sensor Data Streams. | Roy J. Adams, Nazir Saleheen, Edison Thomaz, Abhinav Parate, Santosh Kumar, Benjamin M. Marlin |
| 2016 | ICTAI | Novel Features for Web Spam Detection. | Santosh Kumar, Xiaoying Gao, Ian Welch |
| 2016 | ISITA | Volume of metric balls in real Grassmann manifold with an application to frames. | Santosh Kumar, Renaud-Alexandre Pitaval, Lu Wei |
| 2016 | Mobisys | Poster: A Real-time Cattle Recognition System using Wireless Multimedia Networks. | Santosh Kumar, Sanjay Kumar Singh, Tanima Dutta, Hari Prabhat Gupta |
| 2016 | PKAW | Learning Under Data Shift for Domain Adaptation: A Model-Based Co-clustering Transfer Learning Solution. | Santosh Kumar, Xiaoying Gao, Ian Welch |
| 2014 | CloudCom | Incentive-Driven QoS for Ephemeral Virtual Clouds. | Arun Raj, Abhinay Bulakh, Santosh Kumar, Janakiram Dharanipragada |
| 2013 | ACSSC | Contactless sensing of physiological signals using wideband RF probes. | Ju Gao, Emre Ertin, Santosh Kumar, Mustafa al'Absi |
| 2011 | ACC | Multi-density Clustering Algorithm for Anomaly Detection Using KDD'99 Dataset. | Santosh Kumar, Sumit Kumar, Sukumar Nandi |
| 2011 | CHI | Privacy risks emerging from the adoption of innocuous wearable sensors in the mobile environment. | Andrew Raij, Animikh Ghosh, Santosh Kumar, Mani B. Srivastava |
| 2011 | COMSNETS | Research and application of One-class small hypersphere support vector machine for network anomaly detection. | Santosh Kumar, Sukumar Nandi, Santosh Biswas |
| 2011 | SENSYS | An unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. | Emre Ertin, Andrew Raij, Nathan Stohs, Mustafa al'Absi, Santosh Kumar, Somnath Mitra |
| 2011 | SENSYS | AutoSense: unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. | Emre Ertin, Nathan Stohs, Santosh Kumar, Andrew Raij, Mustafa al'Absi, Siddharth Shah |
| 2010 | INFOCOM | Maximizing the Contact Opportunity for Vehicular Internet Access. | Zizhan Zheng, Zhixue Lu, Prasun Sinha, Santosh Kumar |
| 2010 | SENSYS | AutoWitness: locating and tracking stolen property while tolerating GPS and radio outages. | Santanu Guha, Kurt Plarre, Daniel Lissner, Somnath Mitra, Bhagavathy Krishna, Prabal Dutta, Santosh Kumar |
| 2009 | INFOCOM | Random vs. Deterministic Deployment of Sensors in the Presence of Failures and Placement Errors. | Paul Balister, Santosh Kumar |
| 2009 | INFOCOM | Trap Coverage: Allowing Coverage Holes of Bounded Diameter in Wireless Sensor Networks. | Paul Balister, Zizhan Zheng, Santosh Kumar, Prasun Sinha |
| 2009 | INFOCOM | Alpha Coverage: Bounding the Interconnection Gap for Vehicular Internet Access. | Zizhan Zheng, Prasun Sinha, Santosh Kumar |
| 2009 | SENSYS | An affordable, long-lasting, and autonomous theft detection and tracking system. | Somnath Mitra, Zizhan Zheng, Santanu Guha, Animikh Ghosh, Prabal Dutta, Bhagavathy Krishna, Kurt Plarre, Santosh Kumar, Prasun Sinha |
| 2008 | COMAD | Exploiting Asynchronous IO using the Asynchronous Iterator Model. | Suresh Iyengar, S. Sudarshan, Santosh Kumar, Raja Agrawal |
| 2007 | Broadnets | Optimal sleep-wakeup algorithms for barriers of wireless sensors. | Santosh Kumar, Ten-Hwang Lai, Marc E. Posner, Prasun Sinha |
| 2007 | MOBICOM | Reliable density estimates for coverage and connectivity in thin strips of finite length. | Paul Balister, Bla Bollobs, Amites Sarkar, Santosh Kumar |
| 2007 | MOBICOM | Designing localized algorithms for barrier coverage. | Ai Chen, Santosh Kumar, Ten-Hwang Lai |
| 2006 | MOBIHOC | Deploying wireless sensors to achieve both coverage and connectivity. | Xiaole Bai, Santosh Kumar, Dong Xuan, Ziqiu Yun, Ten-Hwang Lai |
| 2005 | DCOSS | Project ExScal (Short Abstract). | Anish Arora, Rajiv Ramnath, Prasun Sinha, Emre Ertin, Sandip Bapat, Vinayak Naik, Vinod Kulathumani, Hongwei Zhang, Mukundan Sridharan, Santosh Kumar, Hui Cao, Nick Seddon, Chris Anderson, Ted Herman, Chen Zhang, Nishank Trivedi, Mohamed G. Gouda, Young-ri Choi, Mikhail Nesterenko, Romil Shah, Sandeep S. Kulkarni, Mahesh Aramugam, Limin Wang, David E. Culler, Prabal Dutta, Cory Sharp, Gilman Tolle, Mike Grimmer, Bill Ferriera, Ken Parker |
| 2005 | MASS | On the lifetime analysis of always-on wireless sensor network applications. | Santosh Kumar, Anish Arora, Ten-Hwang Lai |
| 2005 | MOBICOM | Barrier coverage with wireless sensors. | Santosh Kumar, Ten-Hwang Lai, Anish Arora |
| 2005 | RTCSA | ExScal: Elements of an Extreme Scale Wireless Sensor Network. | Anish Arora, Rajiv Ramnath, Emre Ertin, Prasun Sinha, Sandip Bapat, Vinayak Naik, Vinod Kulathumani, Hongwei Zhang, Hui Cao, Mukundan Sridharan, Santosh Kumar, Nick Seddon, Chris Anderson, Ted Herman, Nishank Trivedi, Chen Zhang, Mikhail Nesterenko, Romil Shah, Sandeep S. Kulkarni, Mahesh Aramugam, Limin Wang, Mohamed G. Gouda, Young-ri Choi, David E. Culler, Prabal Dutta, Cory Sharp, Gilman Tolle, Mike Grimmer, Bill Ferriera, Ken Parker |
| 2004 | MOBICOM | On k-coverage in a mostly sleeping sensor network. | Santosh Kumar, Ten-Hwang Lai, Jzsef Balogh |