Supratik Mukhopadhyay

Full Professor, Louisiana State University

Joined

May 2022

Names

Supratik Mukhopadhyay (Preferred)

Emails

****@csc.lsu.edu (Confirmed)

****@lsu.edu (Confirmed)

Personal Links

Homepage

Career & Education History

Full Professor

Louisiana State University (lsu.edu)

Present

Advisors, Relations & Conflicts

PhD Advisor

Andreas Podelski

Present

Postdoc Advisor

Rajeev Alur

Present

Expertise

OOD Detection

Present

Transfer Learning

Present

Applications

Present

Publications

Long Tail Classification Through Cost Sensitive Loss Functions
Varad Shinde, Nikhil Kumar Shrey, SUBHAJIT SIDHANTA, Harshil Bhargava, Supratik Mukhopadhyay, Linta Islam, Yimin Zhu
- Submitted to ICLR 2025
- Readers: Everyone
AI Derivation and Exploration of Antibiotic Class Spaces
Adam Bess, Sean Rowland, Chris Alvin, Amit Ranjan, Magesh Rajasekaran, Md Saiful Islam Sajol, Supratik Mukhopadhyay
- Submitted to ICLR 2025
- Readers: Everyone
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schroeder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Botos Csaba, Fabro Steibel, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan A. Nolazco-Flores, Lori Landay, Matthew Thomas Jackson, Paul Rottger et al. (4 additional authors not shown)
- ICML 2024 Oral
- Readers: Everyone
Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data
Girish Rentala, Yimin Zhu, Supratik Mukhopadhyay
- Adv. Eng. Informatics 2024
- Readers: Everyone
MDF-DTA: A Multi-Dimensional Fusion Approach for Drug-Target Binding Affinity Prediction
Amit Ranjan, Adam Bess, Chris Alvin, Supratik Mukhopadhyay
- J. Chem. Inf. Model. 2024
- Readers: Everyone
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Botos Csaba, Fabro Steibel, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan A. Nolazco-Flores, Lori Landay, Matthew Thomas Jackson, Paul Röttger et al. (4 additional authors not shown)
- ICML 2024
- Readers: Everyone
Risks and Opportunities of Open-Source Generative AI
Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Aaron Purewal, Botos Csaba, Fabro Steibel, Fazel Keshtkar, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan Arturo Nolazco, Lori Landay et al. (5 additional authors not shown)
- CoRR 2024
- Readers: Everyone
COMBOOD: A Semiparametric Approach for Detecting Out-of-distribution Data for Image Classification
Magesh Rajasekaran, Md Saiful Islam Sajol, Frej Berglind, Supratik Mukhopadhyay, Kamalika Das
- SDM 2024
- Readers: Everyone
Near to Mid-term Risks and Opportunities of Open Source Generative AI
Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Botos Csaba, Fabro Steibel, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan A. Nolazco-Flores, Lori Landay, Matthew Thomas Jackson, Paul Röttger et al. (4 additional authors not shown)
- CoRR 2024
- Readers: Everyone
Parallelization of Garfield++ and neBEM to simulate space-charge effects in RPCs
Tanay Dey, Purba Bhattacharya, Supratik Mukhopadhyay, Nayana Majumdar, Abhishek Seal, Subhasis Chattopadhyay
- Comput. Phys. Commun. 2024
- Readers: Everyone

View all 141 publications

Co-Authors

View all 168 co-authors