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Soumi Das
Observed name:
Das, Soumi
Institution:
Max Planck Institute for Software Systems
Observed institutions:
Boston University,
Indian Institute of Technology Kharagpur,
Indian Council of Medical Research,
Vidyasagar University,
National Institute of Pathology,
Max Planck Institute for Software Systems,
Indian Statistical Institute
show all 7
ORCID:
0000-0002-6933-5744
Observed ORCID:
0000-0002-6933-5744
OpenAlex ID:
A5103201369
In Silico Molecular Docking and Molecular Dynamic Simulation Analysis of Phytochemicals From Indian Foods as Potential Inhibitors of SARS-CoV-2 RdRp and 3CLpro
2021
·
Sahar Qazi
, Soumi Das
, et al.
·
Natural Product Communications
·
33
Map Enhanced Route Travel Time Prediction using Deep Neural Networks
2019
·
Das, Soumi
, Kalava, Rajath Nandan
, et al.
·
arXiv (Cornell University)
·
16
PDF
Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction
2025
·
Qinyuan Wu
, Mohammad Aflah Khan
, et al.
·
ACM International Conference on Web Search and Data Mining (WSDM)
·
14
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
2024
·
Speicher, Till
, Khan, Mohammad Aflah
, et al.
·
arXiv (Cornell University)
·
14
PDF
An Untargeted LC–MS based approach for identification of altered metabolites in blood plasma of rheumatic heart disease patients
2022
·
Soumi Das
, Yashwant Kumar
, et al.
·
Scientific Reports
·
14
PDF
Ayurvedic Medicinal Plants Against COVID-19: An In Silico Analysis
2021
·
Bharat Krushna Khuntia
, Vandna Sharma
, et al.
·
Natural Product Communications
·
12
Multi-criteria online frame-subset selection for autonomous vehicle videos
2020
·
Soumi Das
, Sayan Mandal
, et al.
·
Pattern Recognition Letters
·
11
Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
2025
·
Das, Soumi
, Kolling, Camila
, et al.
·
arXiv (Cornell University)
·
8
PDF
Epidemiology of chronic and acute pancreatitis in India (EPICAP-India): protocol for a multicentre study
2024
·
Anand Krishnan
, Divya Pillai
, et al.
·
BMJ Open Gastroenterology
·
8
PDF
A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning
2024
·
Kiran Purohit
, Soumi Das
, et al.
·
Frontiers in artificial intelligence and applications
·
8
Finding High-Value Training Data Subset Through Differentiable Convex Programming
2021
·
Soumi Das
, Arshdeep Singh
, et al.
·
Lecture notes in computer science
·
7
PDF
Understanding the Interplay between Memorization and Learning in Large Language Models
2025
·
Ghosh, Bishwamittra
, Das, Soumi
, et al.
·
arXiv (Cornell University)
·
6
PDF
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving
2021
·
Soumi Das
, Harikrishna Patibandla
, et al.
·
IEEE/CVF International Conference on Computer Vision (ICCV)
·
5
Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit
2022
·
Kiran Purohit
, Anurag Parvathgari
, et al.
·
International Conference on AI-ML Systems (AIMLSystems)
·
4
PDF
Adaptation of Machine Learning in Fog Computing: An Analytical Approach
2022
·
Soumi Das
, Payel Guria
·
International Conference for Advancement in Technology (ICONAT)
·
4
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
2026
·
Seungeon Lee
, Soumi Das
, et al.
·
Proceedings of the conference - Association for Computational Linguistics. Meeting
·
2
PDF
CheckSelect: Online Checkpoint Selection for Flexible, Accurate, Robust, and Efficient Data Valuation
2024
·
Soumi Das
, Manasvi Sagarkar
, et al.
·
IEEE Transactions on Artificial Intelligence
·
1
Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images
2023
·
Soumi Das
, Palaiahnakote Shivakumara
, et al.
·
Lecture notes in computer science
·
1
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection
2022
·
Das, Soumi
, Sagarkar, Manasvi
, et al.
·
arXiv (Cornell University)
·
1
PDF
Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving
2021
·
Das, Soumi
, Patibandla, Harikrishna
, et al.
·
arXiv (Cornell University)
·
1
PDF
Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective
2026
·
Association for Computational Linguistics 2026
, Das, Soumi
, et al.
·
Underline Science Inc.
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
2026
·
Association for Computational Linguistics 2026
, Das, Soumi
, et al.
·
Underline Science Inc.
VTruST: Controllable value function based subset selection for Data-Centric Trustworthy AI
2024
·
Das, Soumi
, Nag, Shubhadip
, et al.
·
arXiv (Cornell University)
PDF
Performance Evaluation of an On Demand Routing Protocol Using Mobile Agent
2012
·
Soumi Das
, Namrata Sahayam
·
OSF Preprints (OSF Preprints)
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Works count:
25
Citation count:
172
H-index:
8
I10-index:
7
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