| 2026 | SENSYS | ApproxBit: Efficient Video Analytics through Latency-Aware Offloading with Learned Binary Codes. | Hyunseung Kim, Sheetal Prasanna, Yin Li, Somali Chaterji, Saurabh Bagchi |
| 2025 | COMSNETS | Adapt3D: Lightweight and Adaptive 3D Detection Framework for Mobile GPUs. | Pengcheng Wang, Shayok Bagchi, Yin Li, Somali Chaterji |
| 2025 | CVPR | Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity. | Chen-Yi Lu, Kasra Derakhshandeh, Somali Chaterji |
| 2025 | ICCV | Skald: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation. | Chen-Yi Lu, Md. Mehrab Tanjim, Ishita Dasgupta, Somdeb Sarkhel, Gang Wu, Saayan Mitra, Somali Chaterji |
| 2025 | ICCV | Learning to Inference Adaptively for Multimodal Large Language Models. | Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji, Yingyu Liang, Yin Li |
| 2025 | Mobisys | Agile3D: Adaptive Contention- and Content-Aware 3D Object Detection for Embedded GPUs. | Pengcheng Wang, Zhuoming Liu, Shayok Bagchi, Ran Xu, Saurabh Bagchi, Yin Li, Somali Chaterji |
| 2024 | ECCV | RECON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories. | Chen-Yi Lu, Shubham Agarwal, Md. Mehrab Tanjim, Kanak Mahadik, Anup B. Rao, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Somali Chaterji |
| 2024 | ICDCS | SensorBFT: Fault-Tolerant Target Localization Using Voronoi Diagrams and Approximate Agreement. | Akhil Bandarupalli, Adithya Bhat, Somali Chaterji, Michael K. Reiter, Aniket Kate, Saurabh Bagchi |
| 2023 | AsiaCCS | FLAIR: Defense against Model Poisoning Attack in Federated Learning. | Atul Sharma, Wei Chen, Joshua Zhao, Qiang Qiu, Saurabh Bagchi, Somali Chaterji |
| 2023 | DCOSS | Vega: Drone-based Multi-Altitude Target Detection for Autonomous Surveillance. | Akhil Bandarupalli, Sarthak Jain, Akash Melachuri, Joseph Pappas, Somali Chaterji |
| 2023 | DSN | How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake. | Atul Sharma, Joshua C. Zhao, Wei Chen, Qiang Qiu, Saurabh Bagchi, Somali Chaterji |
| 2022 | CVPR | Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles. | Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li |
| 2022 | EuroSys | LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs. | Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji |
| 2022 | KDD | KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering. | Zihan Zhou, Zijia Du, Somali Chaterji |
| 2022 | OSDI | ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs. | Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi |
| 2022 | SIGMETRICS | WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. | Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji |
| 2021 | Mobisys | Persistent Airborne Surveillance using Semi-Autonomous Drone swarms. | Akhil Bandarupalli, Dhruv Swarup, Noah Weston, Somali Chaterji |
| 2021 | Mobisys | Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. | Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji |
| 2021 | USENIX | SONIC: Application-aware Data Passing for Chained Serverless Applications. | Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi |
| 2020 | SENSYS | ApproxDet: content and contention-aware approximate object detection for mobiles. | Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi |
| 2020 | USENIX | OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. | Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi |
| 2019 | COMSNETS | Panel 1 Position Paper: Man versus Machines-Humans Need Not Apply. | Somali Chaterji |
| 2019 | COMSNETS | Panel 2 Position Paper: AI could Solve the World's Healthcare Problems and that too at Scale! | Somali Chaterji |
| 2019 | COMSNETS | Panel 3 Position Paper: Blockchain can be the Backbone of India's Economy. | Manish Nagaraj, Somali Chaterji |
| 2019 | USENIX | SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads. | Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi |
| 2018 | COMSNETS | Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations. | Tara Elizabeth Thomas, Jinkyu Koo, Somali Chaterji, Saurabh Bagchi |
| 2017 | COMSNETS | Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads. | Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji |
| 2017 | Middleware | Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads. | Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji |
| 2017 | SecureComm | TopHat : Topology-Based Host-Level Attribution for Multi-stage Attacks in Enterprise Systems Using Software Defined Networks. | Subramaniyam Kannan, Paul Wood, Larry Deatrick, Patricia Beane, Somali Chaterji, Saurabh Bagchi |
| 2016 | COMSNETS | Fast training on large genomics data using distributed Support Vector Machines. | Nawanol Theera-Ampornpunt, Seong Gon Kim, Asish Ghoshal, Saurabh Bagchi, Ananth Grama, Somali Chaterji |
| 2016 | ICS | SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications. | Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji |
| 2014 | SC | Orion: Scaling Genomic Sequence Matching with Fine-Grained Parallelization. | Kanak Mahadik, Somali Chaterji, Bowen Zhou, Milind Kulkarni, Saurabh Bagchi |