Soumi Das - RankMe

23 papers A* 2A 2Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	In Agents We Trust, but Who Do Agents Trust? Latent Source Preferences Steer LLM Generations. CoRR Mohammad Aflah Khan, Mahsa Amani, Soumi Das, Bishwamittra Ghosh, Qinyuan Wu, Krishna P. Gummadi, Manish Gupta, Abhilasha Ravichander
2026	A*	`conf`	The Algorithmic Self-Portrait: Deconstructing Memory in ChatGPT. WWW Abhisek Dash, Soumi Das, Elisabeth Kirsten, Qinyuan Wu, Sai Keerthana Karnam, Krishna P. Gummadi, Thorsten Holz, Muhammad Bilal Zafar, Savvas Zannettou
2026	J	`jnl`	The Algorithmic Self-Portrait: Deconstructing Memory in ChatGPT. CoRR Abhisek Dash, Soumi Das, Elisabeth Kirsten, Qinyuan Wu, Sai Keerthana Karnam, Krishna P. Gummadi, Thorsten Holz, Muhammad Bilal Zafar, Savvas Zannettou
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`	LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging. CoRR Seungeon Lee, Soumi Das, Manish Gupta, Krishna P. Gummadi
2025	J	`jnl`	Rethinking Memorization Measures and their Implications in Large Language Models. CoRR Bishwamittra Ghosh, Soumi Das, Qinyuan Wu, Mohammad Aflah Khan, Krishna P. Gummadi, Evimaria Terzi, Deepak Garg
2025	J	`jnl`	Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models. CoRR Soumi Das, Camila Kolling, Mohammad Aflah Khan, Mahsa Amani, Bishwamittra Ghosh, Qinyuan Wu, Till Speicher, Krishna P. Gummadi
2025	J	`jnl`	Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs. CoRR Qinyuan Wu, Soumi Das, Mahsa Amani, Bishwamittra Ghosh, Mohammad Aflah Khan, Krishna P. Gummadi, Muhammad Bilal Zafar
2025	A	`conf`	Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction. WSDM Qinyuan Wu, Mohammad Aflah Khan, Soumi Das, Vedant Nanda, Bishwamittra Ghosh, Camila Kolling, Till Speicher, Laurent Bindschaedler, Krishna P. Gummadi, Evimaria Terzi
2024	A	`conf`	A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning. ECAI Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana
2024	J	`jnl`	Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction. CoRR Qinyuan Wu, Mohammad Aflah Khan, Soumi Das, Vedant Nanda, Bishwamittra Ghosh, Camila Kolling, Till Speicher, Laurent Bindschaedler, Krishna P. Gummadi, Evimaria Terzi
2024	J	`jnl`	Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications. CoRR Till Speicher, Mohammad Aflah Khan, Qinyuan Wu, Vedant Nanda, Soumi Das, Bishwamittra Ghosh, Krishna P. Gummadi, Evimaria Terzi
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`	Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images. ICDAR (5) Soumi Das, Palaiahnakote Shivakumara, Umapada Pal, Raghavendra Ramachandra
2023	J	`jnl`	LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning. CoRR Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana
2022	—	`conf`	Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit. AIMLSystems Kiran Purohit, Anurag Reddy Parvathgari, Soumi Das, Sourangshu Bhattacharya
2022	J	`jnl`	CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection. CoRR Soumi Das, Manasvi Sagarkar, Suparna Bhattacharya, Sourangshu Bhattacharya
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`	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	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
2019	J	`jnl`	Map Enhanced Route Travel Time Prediction using Deep Neural Networks. CoRR Soumi Das, Rajath Nandan Kalava, Kolli Kiran Kumar, Akhil Kandregula, Kalpam Suhaas, Sourangshu Bhattacharya, Niloy Ganguly