Suparna Bhattacharya

40 papers A* 3A 3B 2Journal 15Unranked 17
YearRankTypeTitle / Venue / Authors
2026 A* conf
InfrastructureSentinel: Policy Enforced Guardrails for Secure MCP-driven Infrastructure Agents.
AAAI
Tarun Kumar, Aalap Tripathy, Gayathri Saranathan, Martin Foltin, Suparna Bhattacharya, Scott Hinchley, Donald M. Bahls, David Brookshire, Larry Kaplan, Robert W. Wisniewski
2025 J jnl
CheckSelect: Online Checkpoint Selection for Flexible, Accurate, Robust, and Efficient Data Valuation.
IEEE Trans. Artif. Intell.
Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya
2025 J jnl
Erasing CLIP Memories: Non-Destructive, Data-Free Zero-Shot class Unlearning in CLIP Models.
CoRR
Ashish Mishra, Tarun Kumar, Gyanaranjan Nayak, Arpit Shah, Suparna Bhattacharya, Martin Foltin
2025 J jnl
Forecast2Anomaly (F2A): Adapting Multivariate Time Series Foundation Models for Anomaly Prediction.
CoRR
Atif Hassan, Tarun Kumar, Ashish Mishra, Sergey Serebryakov, Satish Kumar Mopur, Phanidhar Koganti, Murthy Chelankuri, Ramanagopal V. Vogety, Suparna Bhattacharya, Martin Foltin
2025 — conf
Framework for tracking metadata, lineage and model provenance in hybrid simulation-AI HPC exascale workflows.
CUG
Martin Foltin, Andrew Shao, Rishabh Sharma, Shreyas Kulkarni, Ann Mary Justine Koomthanam, Aalap Tripathy, Cong Xu, Wenqian Dong, Suparna Bhattacharya, Brian Sammuli, Paolo Faraboschi
2025 J jnl
Selective, Controlled and Domain-Agnostic Unlearning in Pretrained CLIP: A Training- and Data-Free Approach.
CoRR
Ashish Mishra, Gyanaranjan Nayak, Tarun Kumar, Arpit Shah, Suparna Bhattacharya, Martin Foltin
2025 — conf
SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation.
ACL (1)
Gayathri Saranathan, Cong Xu, Mahammad Parwez Alam, Tarun Kumar, Martin Foltin, Soon Yee Wong, Suparna Bhattacharya
2025 J jnl
The Future of Data.
Computer
Suparna Bhattacharya, Thomas M. Coughlin, Lance Evans, Paolo Faraboschi, Eitan Frachtenberg, Gary Grider, Dejan S. Milojicic, Sreenivas Rangan Sukumar, Alex Veprinsky
2024 — conf
Active Learning Surrogates for Integrating Electron Microscopy and Computational Insights from Simulations in Autonomous Experiments.
SC Workshops
Gayathri Saranathan, Ayana Ghosh, Martin Foltin, Ann Mary Justine Koomthanam, Aalap Tripathy, Maxim A. Ziatdinov, Suparna Bhattacharya, Kevin Roccapriore, Paolo Faraboschi
2024 J jnl
Common Metadata Framework: Integrated Framework for Trustworthy Artificial Intelligence Pipelines.
IEEE Internet Comput.
Ann Mary Justine Koomthanam, Aalap Tripathy, Sergey Serebryakov, Gyanaranjan Nayak, Martin Foltin, Suparna Bhattacharya
2024 J jnl
Constructing a metadata knowledge graph as an atlas for demystifying AI pipeline optimization.
Frontiers Big Data
Revathy Venkataramanan, Aalap Tripathy, Tarun Kumar, Sergey Serebryakov, Annmary Justine, Arpit Shah, Suparna Bhattacharya, Martin Foltin, Paolo Faraboschi, Kaushik Roy, Amit P. Sheth
2024 J jnl
Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling.
CoRR
Cong Xu, Gayathri Saranathan, Mahammad Parwez Alam, Arpit Shah, James Lim, Soon Yee Wong, Martin Foltin, Suparna Bhattacharya
2024 — conf
LLM-Guided Counterfactual Data Generation for Fairer AI.
WWW (Companion Volume)
Ashish Mishra, Gyanaranjan Nayak, Suparna Bhattacharya, Tarun Kumar, Arpit Shah, Martin Foltin
2024 J jnl
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI.
CoRR
Soumi Das, Shubhadip Nag, Shreyyash Sharma, Suparna Bhattacharya, Sourangshu Bhattacharya
2023 — conf
Dataset Efficient Training with Model Ensembling.
CVPR Workshops
Yeonju Ro, Cong Xu, Agnieszka Ciborowska, Suparna Bhattacharya, Frankie Li, Martin Foltin
2023 — conf
From Roots to Fruits: Exploring Lineage for Dataset Recommendations.
DEC@SIGMOD
Tarun Kumar, Arpit Shah, Ashish Mishra, Suparna Bhattacharya, Arun Mahendran, Ted Dunning, Glyn Bowden
2023 — conf
Towards Rapid Autonomous Electron Microscopy with Active Meta-Learning.
SC Workshops
Gayathri Saranathan, Martin Foltin, Aalap Tripathy, Maxim A. Ziatdinov, Ann Mary Justine Koomthanam, Suparna Bhattacharya, Ayana Ghosh, Kevin Roccapriore, Sreenivas Rangan Sukumar, Paolo Faraboschi
2023 J jnl
Trustworthy AI and Data Lineage.
IEEE Internet Comput.
Elisa Bertino, Suparna Bhattacharya, Elena Ferrari, Dejan S. Milojicic
2022 J jnl
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection.
CoRR
Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya
2022 B conf
Self-learning Data Foundation for Scientific AI.
SMC
Annmary Justine, Sergey Serebryakov, Cong Xu, Aalap Tripathy, Suparna Bhattacharya, Paolo Faraboschi, Martin Foltin
2021 J jnl
Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving.
CoRR
Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya
2021 — conf
Data-Aware Storage Tiering for Deep Learning.
PDSW@SC
Cong Xu, Suparna Bhattacharya, Martin Foltin, Suren Byna, Paolo Faraboschi
2021 — conf
Finding High-Value Training Data Subset Through Differentiable Convex Programming.
ECML/PKDD (2)
Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya
2021 J jnl
Finding High-Value Training Data Subset through Differentiable Convex Programming.
CoRR
Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya
2021 A* conf
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving.
ICCV
Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya
2020 B conf
GradeSense: Gradation Aware Storage for Robust Activity Recognition in a Multimodal Smarthome.
MDM
Madhumita Mallick, Niloy Ganguly, Suparna Bhattacharya
2020 J jnl
Multi-criteria online frame-subset selection for autonomous vehicle videos.
Pattern Recognit. Lett.
Soumi Das, Sayan Mandal, Ashwin Bhoyar, Madhumita Bharde, Niloy Ganguly, Suparna Bhattacharya, Sourangshu Bhattacharya
2018 — conf
Store-Edge RippleStream: Versatile Infrastructure for IoT Data Transfer.
HotEdge
Madhumita Bharde, Annmary Justine K, Suparna Bhattacharya, Dileep Deepa Shree
2016 — conf
SEeSAW - Similarity Exploiting Storage for Accelerating Analytics Workflows.
HotStorage
Kalapriya Kannan, Suparna Bhattacharya, Kumar Raj, Muthukumar Murugan, Doug Voigt
2014 — conf
Effective switch memory management in OpenFlow networks.
DEBS
Anilkumar Vishnoi, Rishabh Poddar, Vijay Mann, Suparna Bhattacharya
2013 A conf
Combining concern input with program analysis for bloat detection.
OOPSLA
Suparna Bhattacharya, Kanchi Gopinath, Mangala Gowri Nanda
2013 — conf
Enterprise context: a rich source of requirements for context-oriented programming.
COP@ECOOP
Sam S. Adams, Suparna Bhattacharya, Bob Friedlander, John Gerken, Doug Kimelman, Jim Kraemer, Harold Ossher, John T. Richards, David M. Ungar, Mark N. Wegman
2013 — conf
Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically.
ICML (2)
Mrinal Kanti Das, Suparna Bhattacharya, Chiranjib Bhattacharyya, Kanchi Gopinath
2012 A* conf
Does lean imply green?: a study of the power performance implications of Java runtime bloat.
SIGMETRICS
Suparna Bhattacharya, Karthick Rajamani, Kanchi Gopinath, Manish Gupta
2011 A conf
Reuse, Recycle to De-bloat Software.
ECOOP
Suparna Bhattacharya, Mangala Gowri Nanda, Kanchi Gopinath, Manish Gupta
2011 J jnl
Software Bloat and Wasted Joules: Is Modularity a Hurdle to Green Software?
Computer
Suparna Bhattacharya, Kanchi Gopinath, Karthick Rajamani, Manish Gupta
2011 — conf
The interplay of software bloat, hardware energy proportionality and system bottlenecks.
HotPower@SOSP
Suparna Bhattacharya, Karthick Rajamani, K. Gopinath, Manish Gupta
2011 A conf
Virtually Cool Ternary Content Addressable Memory.
HotOS
Suparna Bhattacharya, Kanchi Gopinath
2007 — conf
Ext4: The Next Generation of Ext2/3 Filesystem.
LSF
Mingming Cao, Suparna Bhattacharya, Ted Ts'o
2002 — conf
Coordinating backup/recovery and data consistency between database and file systems.
SIGMOD Conference
Suparna Bhattacharya, C. Mohan, Karen Brannon, Inderpal Narang, Hui-I Hsiao, Mahadevan Subramanian