Somya Chatterjee

Publications

View by:

- Can LLMs Truly Forget? Revealing Unlearning Gaps Through Adversarial Evaluation
  
  Somya Chatterjee
  
  Preprint Preprint
- Knowledge‐Guided Machine Learning for Operational Flood Forecasting
  
  Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  Water Resources Research | October 2025
  
  DOI
- High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
  
  Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
  
  October 2025
  
  arXiv | October 2025
  
  DOI Publication Publication
- Do Code Models Suffer from the Dunning-Kruger Effect?
  
  Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
  
  ArXiv | October 2025
  
  DOI Publication Publication
- One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
  
  Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
  
  September 2025
  
  arXiv | September 2025
  
  Publication Publication
- Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
  
  Rahul Ghosh, Zac McEachran, Arvind Renganathan, Kelly Lindsay, Somya Chatterjee, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  December 1969
  
  arXiv | December 1969
  
  DOI Publication

- Can LLMs Truly Forget? Revealing Unlearning Gaps Through Adversarial Evaluation
  
  Somya Chatterjee
  
  Preprint Preprint
- Knowledge‐Guided Machine Learning for Operational Flood Forecasting
  
  Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  Water Resources Research | October 2025
  
  DOI
- High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
  
  Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
  
  October 2025
  
  arXiv | October 2025
  
  DOI Publication Publication
- Do Code Models Suffer from the Dunning-Kruger Effect?
  
  Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
  
  ArXiv | October 2025
  
  DOI Publication Publication
- One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
  
  Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
  
  September 2025
  
  arXiv | September 2025
  
  Publication Publication
- Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
  
  Rahul Ghosh, Zac McEachran, Arvind Renganathan, Kelly Lindsay, Somya Chatterjee, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  December 1969
  
  arXiv | December 1969
  
  DOI Publication
- Do Code Models Suffer from the Dunning-Kruger Effect?
  
  Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
  
  ArXiv | October 2025
  
  DOI Publication Publication
- Knowledge‐Guided Machine Learning for Operational Flood Forecasting
  
  Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  Water Resources Research | October 2025
  
  DOI
- High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
  
  Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
  
  October 2025
  
  arXiv | October 2025
  
  DOI Publication Publication
- One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
  
  Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
  
  September 2025
  
  arXiv | September 2025
  
  Publication Publication

- Can LLMs Truly Forget? Revealing Unlearning Gaps Through Adversarial Evaluation
  
  Somya Chatterjee
  
  Preprint Preprint
- Knowledge‐Guided Machine Learning for Operational Flood Forecasting
  
  Zac McEachran, Rahul Ghosh, Arvind Renganathan, Somya Chatterjee, Kelly Lindsay, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  Water Resources Research | October 2025
  
  DOI
- Do Code Models Suffer from the Dunning-Kruger Effect?
  
  Mukul Singh, Somya Chatterjee, Arjun Radhakrishna, Sumit Gulwani
  
  ArXiv | October 2025
  
  DOI Publication Publication
- High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training
  
  Zhuoyi Huang, Nutan Sahoo, Anamika Kumari, Girish Kumar, Kexuan Cai, Shixing Cao, Yue Kang, Tian Xia, Somya Chatterjee, Nick Hausman, Aidan Jay, Eric S. Rosenthal, Soundar Srinivasan, Sadid A. Hasan, Alex Fedorov, Sulaiman Vesal
  
  October 2025
  
  arXiv | October 2025
  
  DOI Publication Publication
- One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection
  
  Roshini Pulishetty, Mani Kishan Ghantasala, Keerthy Kaushik Dasoju, Niti Mangwani, Vishal Garimella, Aditya Mate, Somya Chatterjee, Yue Kang, Ehi Nosakhare, Sadid A. Hasan, Soundar Srinivasan
  
  September 2025
  
  arXiv | September 2025
  
  Publication Publication
- Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems
  
  Rahul Ghosh, Zac McEachran, Arvind Renganathan, Kelly Lindsay, Somya Chatterjee, M. Steinbach, John Nieber, Christopher J. Duffy, Vipin Kumar
  
  December 1969
  
  arXiv | December 1969
  
  DOI Publication

Somya Chatterjee

Publications

Can LLMs Truly Forget? Revealing Unlearning Gaps Through Adversarial Evaluation

Knowledge‐Guided Machine Learning for Operational Flood Forecasting

High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training

Do Code Models Suffer from the Dunning-Kruger Effect?

One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection

Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems

Can LLMs Truly Forget? Revealing Unlearning Gaps Through Adversarial Evaluation

Knowledge‐Guided Machine Learning for Operational Flood Forecasting

High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training

Do Code Models Suffer from the Dunning-Kruger Effect?

One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection

Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems

Do Code Models Suffer from the Dunning-Kruger Effect?

Knowledge‐Guided Machine Learning for Operational Flood Forecasting

High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training

One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection

Can LLMs Truly Forget? Revealing Unlearning Gaps Through Adversarial Evaluation

Knowledge‐Guided Machine Learning for Operational Flood Forecasting

Do Code Models Suffer from the Dunning-Kruger Effect?

High-Fidelity Synthetic ECG Generation via Mel-Spectrogram Informed Diffusion Training

One Head, Many Models: Cross-Attention Routing for Cost-Aware LLM Selection

Hierarchically Disentangled Recurrent Network for Factorizing System Dynamics of Multi-scale Systems