Sengupta, Ayan

8 publications

TMLR 2025 How to Upscale Neural Networks with Scaling Law? Ayan Sengupta, Yash Goel, Tanmoy Chakraborty

ICML 2025 Position: Enough of Scaling LLMs! Lets Focus on Downscaling Yash Goel, Ayan Sengupta, Tanmoy Chakraborty

TMLR 2025 Robust and Efficient Fine-Tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Vaibhav Seth, Ayan Sengupta, Arinjay Pathak, Aastha A K Verma, Natraj Raman, Sriram Gopalakrishnan, Niladri Chatterjee, Tanmoy Chakraborty

NeurIPS 2025 Value-Guided KV Compression for LLMs via Approximated CUR Decomposition Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty

ICLR 2025 You Only Prune Once: Designing Calibration-Free Model Compression with Policy Learning Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty

ICLR 2024 A Good Learner Can Teach Better: Teacher-Student Collaborative Knowledge Distillation Ayan Sengupta, Shantanu Dixit, Md Shad Akhtar, Tanmoy Chakraborty

TMLR 2024 Persona-Aware Generative Model for Code-Mixed Language Ayan Sengupta, Md Shad Akhtar, Tanmoy Chakraborty

IJCAI 2022 Transfer Learning Based Adaptive Automated Negotiating Agent Framework Ayan Sengupta, Shinji Nakadai, Yasser Mohammad