Graph-based codes for Quantize-Map-and-Forward relaying. - Ayan Sengupta; Siddhartha Brahma; Ayfer Özgür; Christina Fragouli; Suhas N. Diggavi (ITW, 2011)

Optimizing quantize-map-and-forward in slow fading relay networks. - Ayan Sengupta; I-Hsiang Wang; Christina Fragouli (Allerton Conference, 2012)

Optimizing Quantize-Map-and-Forward relaying for Gaussian diamond networks. - Ayan Sengupta; I-Hsiang Wang; Christina Fragouli (ITW, 2012)

Quantize-map-forward (QMF) relaying: an experimental study. - Melissa Duarte; Ayan Sengupta; Siddhartha Brahma; Christina Fragouli; Suhas N. Diggavi (MobiHoc, 2013)

QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying. - Siddhartha Brahma; Melissa Duarte; Ayan Sengupta; I-Hsiang Wang; Christina Fragouli; Suhas N. Diggavi (INFOCOM, 2014)

Efficient subnetwork selection in relay networks. - Siddhartha Brahma; Ayan Sengupta; Christina Fragouli (ISIT, 2014)

Switched local schedules for diamond networks. - Siddhartha Brahma; Ayan Sengupta; Christina Fragouli (ITW, 2014)

Cooperative Relaying at Finite SNR - Role of Quantize-Map-and-Forward. - Ayan Sengupta; I-Hsiang Wang; Christina Fragouli (IEEE Trans. Wirel. Commun., 2014)

Physical Layer Cooperation - Theory and Practice. - Ayan Sengupta (2015)

Wireless network simplification: Beyond diamond networks. - Yahya H. Ezzeldin; Ayan Sengupta; Christina Fragouli (ISIT, 2016)

A Note on Antenna Selection in Gaussian MIMO Channels: Capacity Guarantees and Bounds. - Yahya H. Ezzeldin; Ayan Sengupta; Christina Fragouli (CoRR, 2016)

Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM. - Bodhisattwa Prasad Majumder; Ayan Sengupta; Sajal Jain; Parikshit Bhaduri (CoRR, 2016)

Consistency in the face of change: an adaptive approach to physical layer cooperation. - Ayan Sengupta; Yahya H. Ezzeldin; Siddhartha Brahma; Christina Fragouli; Suhas N. Diggavi (CoRR, 2016)

A Large-scale Analysis of the Marketplace Characteristics in Fiverr. - Suman Kalyan Maity; Chandra Bhanu Jha; Avinash Kumar; Ayan Sengupta; Madhur Modi; Animesh Mukherjee 001 (HICSS, 2017)

On capacity of noncoherent MIMO with asymmetric link strengths. - Joyson Sebastian; Ayan Sengupta; Suhas N. Diggavi (ISIT, 2017)

The effect of acquisition resolution on orientation decoding from V1 BOLD fMRI at 7 T. - Ayan Sengupta; Renat Yakupov; Oliver Speck; Stefan Pollmann; Michael Hanke (NeuroImage, 2017)

Imaging human cortical responses to intraneural microstimulation using magnetoencephalography. - George C. O'Neill; Roger H. Watkins; Rochelle Ackerley; Eleanor L. Barratt; Ayan Sengupta; Michael Asghar; Rosa-María Sánchez-Panchuelo; Matthew J. Brookes; Paul Glover; Johan Wessberg; Susan T. Francis (NeuroImage, 2019)

DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks. - Ayan Sengupta (W-NUT@EMNLP, 2020)

Online Topic Modeling for Short Texts. - Suman Roy 001; Vijay Varma Malladi; Ayan Sengupta; Souparna Das (ICSOC, 2020)

A probabilistic atlas of finger dominance in the primary somatosensory cortex. - George C. O'Neill; Ayan Sengupta; Michael Asghar; Eleanor L. Barratt; Julien Besle; Denis Schluppeck; Susan T. Francis; Rosa-María Sánchez-Panchuelo (NeuroImage, 2020)

Cellular Terrestrial Broadcast - Physical Layer Evolution From 3GPP Release 9 to Release 16. - Ayan Sengupta; Alberto Rico-Alvariño; Amer Catovic; Lorenzo Casaccia (IEEE Trans. Broadcast., 2020)

Wireless Network Simplification: The Performance of Routing. - Yahya H. Ezzeldin; Ayan Sengupta; Christina Fragouli (IEEE Trans. Inf. Theory, 2020)

HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. - Ayan Sengupta; Sourabh Kumar Bhattacharjee; Tanmoy Chakraborty 002; Md. Shad Akhtar (ACL/IJCNLP (Findings), 2021)

An Autonomous Negotiating Agent Framework with Reinforcement Learning based Strategies and Adaptive Strategy Switching Mechanism. - Ayan Sengupta; Yasser Mohammad; Shinji Nakadai (AAMAS, 2021)

Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling. - Ayan Sengupta; Amit Kumar; Sourabh Kumar Bhattacharjee; Suman Roy 001 (EMNLP (Findings), 2021)

An Embedded Representation Learning of Relational Clinical Codes. - Suman Roy 001; Amit Kumar; Ayan Sengupta; Riccardo Mattivi; Selim Ahmed; Michael Bridges (ICSOC, 2021)

An Embedding-based Joint Sentiment-Topic Model for Short Texts. - Ayan Sengupta; William Scott Paka; Suman Roy 001; Gaurav Ranjan; Tanmoy Chakraborty 002 (ICWSM, 2021)

LJST: A Semi-supervised Joint Sentiment-Topic Model for Short Texts. - Ayan Sengupta; Suman Roy 001; Gaurav Ranjan (SN Comput. Sci., 2021)

Transfer Learning Based Adaptive Automated Negotiating Agent Framework. - Ayan Sengupta; Shinji Nakadai; Yasser Mohammad (IJCAI, 2022)

Does aggression lead to hate? Detecting and reasoning offensive traits in hinglish code-mixed texts. - Ayan Sengupta; Sourabh Kumar Bhattacharjee; Md. Shad Akhtar; Tanmoy Chakraborty 002 (Neurocomputing, 2022)

Manifold-Preserving Transformers are Effective for Short-Long Range Encoding. - Ayan Sengupta; Md. Shad Akhtar; Tanmoy Chakraborty 002 (EMNLP (Findings), 2023)

A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation. - Ayan Sengupta; Shantanu Dixit; Md. Shad Akhtar; Tanmoy Chakraborty 002 (ICLR, 2024)

Robust detection of infectious disease, autoimmunity, and cancer from the paratope networks of adaptive immune receptors. - Zichang Xu; Hendra S. Ismanto; Dianita S. Saputri; Soichiro Haruna; Guanqun Sun; Jan Wilamowski; Shunsuke Teraguchi; Ayan Sengupta; Songling Li; Daron M. Standley (Briefings Bioinform., 2024)

Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models. - Aradhye Agarwal; Suhas K. Ramesh; Ayan Sengupta; Tanmoy Chakraborty 002 (CoRR, 2024)

Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation. - Ayan Sengupta; Vaibhav Seth; Arinjay Pathak; Natraj Raman; Sriram Gopalakrishnan; Tanmoy Chakraborty 002 (CoRR, 2024)

Persona-aware Generative Model for Code-mixed Language. - Ayan Sengupta; Md. Shad Akhtar; Tanmoy Chakraborty 002 (Trans. Mach. Learn. Res., 2024)

A Comprehensive Understanding of Code-Mixed Language Semantics Using Hierarchical Transformer. - Tharun Suresh; Ayan Sengupta; Md. Shad Akhtar; Tanmoy Chakraborty 002 (IEEE Trans. Comput. Soc. Syst., 2024)

On the Generalization vs Fidelity Paradox in Knowledge Distillation. - Suhas Kamasetty Ramesh; Ayan Sengupta; Tanmoy Chakraborty 002 (ACL (Findings), 2025)

You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning. - Ayan Sengupta; Siddhant Chaudhary; Tanmoy Chakraborty 002 (ICLR, 2025)

How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines. - Ayan Sengupta; Yash Goel; Tanmoy Chakraborty 002 (CoRR, 2025)

Compression Laws for Large Language Models. - Ayan Sengupta; Siddhant Chaudhary; Tanmoy Chakraborty 002 (CoRR, 2025)

Position: Enough of Scaling LLMs! Lets Focus on Downscaling. - Yash Goel; Ayan Sengupta; Tanmoy Chakraborty 002 (CoRR, 2025)

First Finish Search: Efficient Test-Time Scaling in Large Language Models. - Aradhye Agarwal; Ayan Sengupta; Tanmoy Chakraborty 002 (CoRR, 2025)