Somali Chaterji

67 papers A* 4A 7B 1C 1Misc 8Journal 33Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Adapt3D: Lightweight and Adaptive 3D Detection Framework for Mobile GPUs. COMSNETS Pengcheng Wang, Shayok Bagchi, Yin Li, Somali Chaterji
2025	A	`conf`	Agile3D: Adaptive Contention- and Content-Aware 3D Object Detection for Embedded GPUs. MobiSys Pengcheng Wang, Zhuoming Liu, Shayok Bagchi, Ran Xu, Saurabh Bagchi, Yin Li, Somali Chaterji
2025	J	`jnl`	Hubs and Spokes Learning: Efficient and Scalable Collaborative Machine Learning. CoRR Atul Sharma, Kavindu Herath, Saurabh Bagchi, Chaoyue Liu, Somali Chaterji
2025	A*	`conf`	Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity. CVPR Chen-Yi Lu, Kasra Derakhshandeh, Somali Chaterji
2025	J	`jnl`	Learning to Inference Adaptively for Multimodal Large Language Models. CoRR Zhuoyan Xu, Khoi Duc Nguyen, Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji, Yingyu Liang, Yin Li
2025	J	`jnl`	SKALD: Learning-Based Shot Assembly for Coherent Multi-Shot Video Creation. CoRR Chen-Yi Lu, Md. Mehrab Tanjim, Ishita Dasgupta, Somdeb Sarkhel, Gang Wu, Saayan Mitra, Somali Chaterji
2025	J	`jnl`	The Federation Strikes Back: A Survey of Federated Learning Privacy Attacks, Defenses, Applications, and Policy Landscape. ACM Comput. Surv. Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr, Kevin S. Chan, Somali Chaterji, Dimitris Dimitriadis, Jiacheng Li, Ninghui Li, Arash Nourian, Holger Roth
2024	J	`jnl`	Federated Learning Privacy: Attacks, Defenses, Applications, and Policy Landscape - A Survey. CoRR Joshua C. Zhao, Saurabh Bagchi, Salman Avestimehr, Kevin S. Chan, Somali Chaterji, Dimitris Dimitriadis, Jiacheng Li, Ninghui Li, Arash Nourian, Holger R. Roth
2024	—	`conf`	RECON: Training-Free Acceleration for Text-to-Image Synthesis with Retrieval of Concept Prompt Trajectories. ECCV (59) Chen-Yi Lu, Shubham Agarwal, Md. Mehrab Tanjim, Kanak Mahadik, Anup B. Rao, Subrata Mitra, Shiv Kumar Saini, Saurabh Bagchi, Somali Chaterji
2024	A	`conf`	SensorBFT: Fault-Tolerant Target Localization Using Voronoi Diagrams and Approximate Agreement. ICDCS Akhil Bandarupalli, Adithya Bhat, Somali Chaterji, Michael K. Reiter, Aniket Kate, Saurabh Bagchi
2023	A	`conf`	FLAIR: Defense against Model Poisoning Attack in Federated Learning. AsiaCCS Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Saurabh Bagchi, Somali Chaterji
2023	—	`conf`	How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake. DSN-S Atul Sharma, Joshua C. Zhao, Wei Chen, Qiang Qiu, Saurabh Bagchi, Somali Chaterji
2023	—	`conf`	Vega: Drone-based Multi-Altitude Target Detection for Autonomous Surveillance. DCOSS-IoT Akhil Bandarupalli, Sarthak Jain, Akash Melachuri, Joseph Pappas, Somali Chaterji
2023	J	`jnl`	Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips. ACM Trans. Design Autom. Electr. Syst. Jayoung Lee, Pengcheng Wang, Ran Xu, Sarthak Jain, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
2022	J	`jnl`	ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients. ACM Trans. Sens. Networks Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi
2022	A*	`conf`	KRATOS: Context-Aware Cell Type Classification and Interpretation using Joint Dimensionality Reduction and Clustering. KDD Zihan Zhou, Zijia Du, Somali Chaterji
2022	J	`jnl`	Lerna: transformer architectures for configuring error correction tools for short- and long-read genome sequencing. BMC Bioinform. Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
2022	A	`conf`	LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs. EuroSys Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji
2022	A*	`conf`	ORION and the Three Rights: Sizing, Bundling, and Prewarming for Serverless DAGs. OSDI Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Sameh Elnikety, Somali Chaterji, Saurabh Bagchi
2022	A*	`conf`	Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles. CVPR Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li
2022	—	`conf`	WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. SIGMETRICS (Abstracts) Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
2022	J	`jnl`	WISEFUSE: Workload Characterization and DAG Transformation for Serverless Workflows. Proc. ACM Meas. Anal. Comput. Syst. Ashraf Mahgoub, Edgardo Barsallo Yi, Karthick Shankar, Eshaan Minocha, Sameh Elnikety, Saurabh Bagchi, Somali Chaterji
2021	J	`jnl`	Ambrosia: Reduction in Data Transfer from Sensor to Server for Increased Lifetime of IoT Sensor Nodes. CoRR Shikhar Suryavansh, Abu Benna, Chris Guest, Somali Chaterji
2021	—	`conf`	Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention. EMDL@MobiSys Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
2021	J	`jnl`	Federated Action Recognition on Heterogeneous Embedded Devices. CoRR Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji
2021	J	`jnl`	Hybrid Low-Power Wide-Area Mesh Network for IoT Applications. IEEE Internet Things J. Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi
2021	J	`jnl`	Lattice: A Vision for Machine Learning, Data Engineering, and Policy Considerations for Digital Agriculture at Scale. IEEE Open J. Comput. Soc. Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard A. Engel, Dennis Buckmaster, Michael Ladisch, Ranveer Chandra
2021	J	`jnl`	Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing. CoRR Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji
2021	J	`jnl`	ORPHEUS: Living Labs for End-to-End Data Infrastructures for Digital Agriculture. CoRR Pengcheng Wang, Edgardo Barsallo Yi, Tomas Ratkus, Somali Chaterji
2021	—	`conf`	Persistent Airborne Surveillance using Semi-Autonomous Drone swarms. DroNet@MobiSys Akhil Bandarupalli, Dhruv Swarup, Noah Weston, Somali Chaterji
2021	—	`conf`	SONIC: Application-aware Data Passing for Chained Serverless Applications. USENIX ATC Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
2021	J	`jnl`	Simultaneous learning of individual microRNA-gene interactions and regulatory comodules. BMC Bioinform. Michael A. Roth, Pranjal Jain, Jinkyu Koo, Somali Chaterji
2021	J	`jnl`	TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks. CoRR Atul Sharma, Wei Chen, Joshua C. Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi
2021	J	`jnl`	Virtuoso: Video-based Intelligence for real-time tuning on SOCs. CoRR Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
2020	J	`jnl`	ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles. CoRR Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
2020	Misc	`conf`	ApproxDet: content and contention-aware approximate object detection for mobiles. SenSys Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
2020	J	`jnl`	Artificial Intelligence for Digital Agriculture at Scale: Techniques, Policies, and Challenges. CoRR Somali Chaterji, Nathan DeLay, John Evans, Nathan Mosier, Bernard A. Engel, Dennis Buckmaster, Ranveer Chandra
2020	J	`jnl`	Hybrid Low-Power Wide-Area Mesh Network for IoT Applications. CoRR Xiaofan Jiang, Heng Zhang, Edgardo Alberto Barsallo Yi, Nithin Raghunathan, Charilaos Mousoulis, Somali Chaterji, Dimitrios Peroulis, Ali Shakouri, Saurabh Bagchi
2020	B	`conf`	JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. CLOUD Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
2020	J	`jnl`	JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads. CoRR Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
2020	—	`conf`	OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. USENIX ATC Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi
2020	J	`jnl`	Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap. CoRR Somali Chaterji, Parinaz Naghizadeh, Muhammad Ashraful Alam, Saurabh Bagchi, Mung Chiang, David Corman, Brian J. Henz, Suman Jana, Na Li, Shaoshuai Mou, Meeko Oishi, Chunyi Peng, Tiark Rompf, Ashutosh Sabharwal, Shreyas Sundaram, James Weimer, Jennifer Weller
2020	J	`jnl`	Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures. IEEE Open J. Comput. Soc. Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Henry Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
2019	J	`jnl`	AIKYATAN: mapping distal regulatory elements using convolutional learning on GPU. BMC Bioinform. Chih-Hao Fang, Nawanol Theera-Ampornpunt, Michael A. Roth, Ananth Grama, Somali Chaterji
2019	J	`jnl`	Federation in genomics pipelines: techniques and challenges. Briefings Bioinform. Somali Chaterji, Jinkyu Koo, Ninghui Li, Folker Meyer, Ananth Grama, Saurabh Bagchi
2019	J	`jnl`	Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures. CoRR Saurabh Bagchi, Vaneet Aggarwal, Somali Chaterji, Fred Douglis, Aly El Gamal, Jiawei Han, Brian J. Henz, Hank Hoffmann, Suman Jana, Milind Kulkarni, Felix Xiaozhu Lin, Karen B. Marais, Prateek Mittal, Shaoshuai Mou, Xiaokang Qiu, Gesualdo Scutari
2019	J	`jnl`	MG-RAST version 4 - lessons learned from a decade of low-budget ultra-high-throughput metagenome analysis. Briefings Bioinform. Folker Meyer, Saurabh Bagchi, Somali Chaterji, Wolfgang Gerlach, Ananth Grama, Travis Harrison, Tobias Paczian, William L. Trimble, Andreas Wilke
2019	Misc	`conf`	Panel 1 Position Paper: Man versus Machines-Humans Need Not Apply. COMSNETS Somali Chaterji
2019	Misc	`conf`	Panel 2 Position Paper: AI could Solve the World's Healthcare Problems and that too at Scale! COMSNETS Somali Chaterji
2019	Misc	`conf`	Panel 3 Position Paper: Blockchain can be the Backbone of India's Economy. COMSNETS Manish Nagaraj, Somali Chaterji
2019	—	`conf`	SOPHIA: Online Reconfiguration of Clustered NoSQL Databases for Time-Varying Workloads. USENIX ATC Ashraf Mahgoub, Paul Wood, Alexander Medoff, Subrata Mitra, Folker Meyer, Somali Chaterji, Saurabh Bagchi
2018	J	`jnl`	A Distributed Classifier for MicroRNA Target Prediction with Validation Through TCGA Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. Asish Ghoshal, Jinyi Zhang, Michael A. Roth, Kevin Muyuan Xia, Ananth Y. Grama, Somali Chaterji
2018	J	`jnl`	ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models. CoRR Mustafa Abdallah, Ashraf Mahgoub, Saurabh Bagchi, Somali Chaterji
2018	Misc	`conf`	Minerva: A reinforcement learning-based technique for optimal scheduling and bottleneck detection in distributed factory operations. COMSNETS Tara Elizabeth Thomas, Jinkyu Koo, Somali Chaterji, Saurabh Bagchi
2017	J	`jnl`	MAAT: Multi-Stage Attack Attribution in Enterprise Systems using Software Defined Networks. EAI Endorsed Trans. Security Safety Subramaniyam Kannan, Paul Wood, Somali Chaterji, Saurabh Bagchi, Larry Deatrick, Patricia Beane
2017	—	`conf`	Prediction of enhancer RNA activity levels from ChIP-seq-derived histone modification combinatorial codes. BIBM Nawanol Theera-Ampornpunt, Somali Chaterji
2017	A	`conf`	Rafiki: a middleware for parameter tuning of NoSQL datastores for dynamic metagenomics workloads. Middleware Ashraf Mahgoub, Paul Wood, Sachandhan Ganesh, Subrata Mitra, Wolfgang Gerlach, Travis Harrison, Folker Meyer, Ananth Grama, Saurabh Bagchi, Somali Chaterji
2017	—	`conf`	Scalable Genomic Assembly through Parallel BCB Kanak Mahadik, Christopher Wright, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
2017	Misc	`conf`	Suitability of NoSQL systems - Cassandra and ScyllaDB - For IoT workloads. COMSNETS Ashraf Mahgoub, Sachandhan Ganesh, Folker Meyer, Ananth Grama, Somali Chaterji
2017	C	`conf`	TopHat : Topology-Based Host-Level Attribution for Multi-stage Attacks in Enterprise Systems Using Software Defined Networks. SecureComm Subramaniyam Kannan, Paul Wood, Larry Deatrick, Patricia Beane, Somali Chaterji, Saurabh Bagchi
2016	Misc	`conf`	Fast training on large genomics data using distributed Support Vector Machines. COMSNETS Nawanol Theera-Ampornpunt, Seong Gon Kim, Asish Ghoshal, Saurabh Bagchi, Ananth Grama, Somali Chaterji
2016	J	`jnl`	Opening up the blackbox: an interpretable deep neural network-based classifier for cell-type specific enhancer predictions. BMC Syst. Biol. Seong Gon Kim, Nawanol Theera-Ampornpunt, Chih-Hao Fang, Mrudul Harwani, Ananth Grama, Somali Chaterji
2016	A	`conf`	SARVAVID: A Domain Specific Language for Developing Scalable Computational Genomics Applications. ICS Kanak Mahadik, Christopher Wright, Jinyi Zhang, Milind Kulkarni, Saurabh Bagchi, Somali Chaterji
2016	J	`jnl`	The MG-RAST metagenomics database and portal in 2015. Nucleic Acids Res. Andreas Wilke, Jared Bischof, Wolfgang Gerlach, Elizabeth M. Glass, Travis Harrison, Kevin P. Keegan, Tobias Paczian, William L. Trimble, Saurabh Bagchi, Ananth Grama, Somali Chaterji, Folker Meyer
2015	—	`conf`	An ensemble SVM model for the accurate prediction of non-canonical MicroRNA targets. BCB Asish Ghoshal, Ananth Grama, Saurabh Bagchi, Somali Chaterji
2015	—	`conf`	Interpretable deep neural networks for enhancer prediction. BIBM Seong Gon Kim, Nawanol Theera-Ampornpunt, Ananth Grama, Somali Chaterji
2014	A	`conf`	Orion: Scaling Genomic Sequence Matching with Fine-Grained Parallelization. SC Kanak Mahadik, Somali Chaterji, Bowen Zhou, Milind Kulkarni, Saurabh Bagchi