Ayan Sengupta

According to our database, Ayan Sengupta authored at least 37 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning.

Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty

CoRR, January, 2025

2024

A Comprehensive Understanding of Code-Mixed Language Semantics Using Hierarchical Transformer.

Tharun Suresh, Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty

IEEE Trans. Comput. Soc. Syst., June, 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

CoRR, 2024

Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models.

Aradhye Agarwal, Suhas K. Ramesh, Ayan Sengupta, Tanmoy Chakraborty

CoRR, 2024

A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation.

Ayan Sengupta, Shantanu Dixit, Md. Shad Akhtar, Tanmoy Chakraborty

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Persona-aware Generative Model for Code-mixed Language.

Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty

CoRR, 2023

Manifold-Preserving Transformers are Effective for Short-Long Range Encoding.

Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

<i>Does aggression lead to hate?</i> Detecting and reasoning offensive traits in hinglish code-mixed texts.

Ayan Sengupta, Sourabh Kumar Bhattacharjee, Md. Shad Akhtar, Tanmoy Chakraborty

Neurocomputing, 2022

Transfer Learning Based Adaptive Automated Negotiating Agent Framework.

Ayan Sengupta, Shinji Nakadai, Yasser Mohammad

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

LJST: A Semi-supervised Joint Sentiment-Topic Model for Short Texts.

Ayan Sengupta, Suman Roy, Gaurav Ranjan

SN Comput. Sci., 2021

An Embedding-based Joint Sentiment-Topic Model for Short Texts.

Ayan Sengupta, William Scott Paka, Suman Roy, Gaurav Ranjan, Tanmoy Chakraborty

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

An Embedded Representation Learning of Relational Clinical Codes.

Suman Roy, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges

Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling.

Ayan Sengupta, Amit Kumar, Sourabh Kumar Bhattacharjee, Suman Roy

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

An Autonomous Negotiating Agent Framework with Reinforcement Learning based Strategies and Adaptive Strategy Switching Mechanism.

Ayan Sengupta, Yasser Mohammad, Shinji Nakadai

Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation.

Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Wireless Network Simplification: The Performance of Routing.

Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli

IEEE Trans. Inf. Theory, 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

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

Online Topic Modeling for Short Texts.

Suman Roy, Vijay Varma Malladi, Ayan Sengupta, Souparna Das

Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks.

Ayan Sengupta

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

2019

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

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

On capacity of noncoherent MIMO with asymmetric link strengths.

Joyson Sebastian, Ayan Sengupta, Suhas N. Diggavi

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A Large-scale Analysis of the Marketplace Characteristics in Fiverr.

Suman Kalyan Maity, Chandra Bhanu Jha, Avinash Kumar, Ayan Sengupta, Madhur Modi, Animesh Mukherjee

Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

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

Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM.

Bodhisattwa Prasad Majumder, Ayan Sengupta, Sajal Jain, Parikshit Bhaduri

CoRR, 2016

A Note on Antenna Selection in Gaussian MIMO Channels: Capacity Guarantees and Bounds.

Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli

CoRR, 2016

Wireless network simplification: Beyond diamond networks.

Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli

Proceedings of the IEEE International Symposium on Information Theory, 2016

2015

Physical Layer Cooperation - Theory and Practice.

Ayan Sengupta

PhD thesis, 2015

2014

Cooperative Relaying at Finite SNR - Role of Quantize-Map-and-Forward.

Ayan Sengupta, I-Hsiang Wang, Christina Fragouli

IEEE Trans. Wirel. Commun., 2014

Switched local schedules for diamond networks.

Siddhartha Brahma, Ayan Sengupta, Christina Fragouli

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Efficient subnetwork selection in relay networks.

Siddhartha Brahma, Ayan Sengupta, Christina Fragouli

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying.

Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013

Quantize-map-forward (QMF) relaying: an experimental study.

Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi

Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

2012

Optimizing Quantize-Map-and-Forward relaying for Gaussian diamond networks.

Ayan Sengupta, I-Hsiang Wang, Christina Fragouli

Proceedings of the 2012 IEEE Information Theory Workshop, 2012

Optimizing quantize-map-and-forward in slow fading relay networks.

Ayan Sengupta, I-Hsiang Wang, Christina Fragouli

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Graph-based codes for Quantize-Map-and-Forward relaying.

Ayan Sengupta, Siddhartha Brahma, Ayfer Özgür, Christina Fragouli, Suhas N. Diggavi

Proceedings of the 2011 IEEE Information Theory Workshop, 2011