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Ayan Sengupta
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Books and Theses
- 2015
- [b1]Ayan Sengupta:
Physical Layer Cooperation - Theory and Practice. EPFL, Switzerland, 2015
Journal Articles
- 2024
- [j9]Tharun Suresh, Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty:
A Comprehensive Understanding of Code-Mixed Language Semantics Using Hierarchical Transformer. IEEE Trans. Comput. Soc. Syst. 11(3): 4139-4148 (2024) - 2022
- [j8]Ayan Sengupta, Sourabh Kumar Bhattacharjee, Md. Shad Akhtar, Tanmoy Chakraborty:
Does aggression lead to hate? Detecting and reasoning offensive traits in hinglish code-mixed texts. Neurocomputing 488: 598-617 (2022) - 2021
- [j7]Ayan Sengupta, Suman Roy, Gaurav Ranjan:
LJST: A Semi-supervised Joint Sentiment-Topic Model for Short Texts. SN Comput. Sci. 2(4): 256 (2021) - 2020
- [j6]George C. O'Neill, Ayan Sengupta, Michael Asghar, Eleanor L. Barratt, Julien Besle, Denis Schluppeck, Susan T. Francis, Rosa-María Sánchez-Panchuelo:
A probabilistic atlas of finger dominance in the primary somatosensory cortex. NeuroImage 217: 116880 (2020) - [j5]Ayan Sengupta, Alberto Rico-Alvariño, Amer Catovic, Lorenzo Casaccia:
Cellular Terrestrial Broadcast - Physical Layer Evolution From 3GPP Release 9 to Release 16. IEEE Trans. Broadcast. 66(2): 459-470 (2020) - [j4]Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli:
Wireless Network Simplification: The Performance of Routing. IEEE Trans. Inf. Theory 66(9): 5703-5711 (2020) - 2019
- [j3]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:
Imaging human cortical responses to intraneural microstimulation using magnetoencephalography. NeuroImage 189: 329-340 (2019) - 2017
- [j2]Ayan Sengupta, Renat Yakupov, Oliver Speck, Stefan Pollmann, Michael Hanke:
The effect of acquisition resolution on orientation decoding from V1 BOLD fMRI at 7 T. NeuroImage 148: 64-76 (2017) - 2014
- [j1]Ayan Sengupta, I-Hsiang Wang, Christina Fragouli:
Cooperative Relaying at Finite SNR - Role of Quantize-Map-and-Forward. IEEE Trans. Wirel. Commun. 13(9): 4857-4870 (2014)
Conference and Workshop Papers
- 2024
- [c20]Ayan Sengupta, Shantanu Dixit, Md. Shad Akhtar, Tanmoy Chakraborty:
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation. ICLR 2024 - 2023
- [c19]Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty:
Manifold-Preserving Transformers are Effective for Short-Long Range Encoding. EMNLP (Findings) 2023: 3533-3549 - 2022
- [c18]Ayan Sengupta, Shinji Nakadai, Yasser Mohammad:
Transfer Learning Based Adaptive Automated Negotiating Agent Framework. IJCAI 2022: 468-474 - 2021
- [c17]Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar:
HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. ACL/IJCNLP (Findings) 2021: 4625-4639 - [c16]Ayan Sengupta, Yasser Mohammad, Shinji Nakadai:
An Autonomous Negotiating Agent Framework with Reinforcement Learning based Strategies and Adaptive Strategy Switching Mechanism. AAMAS 2021: 1163-1172 - [c15]Ayan Sengupta, Amit Kumar, Sourabh Kumar Bhattacharjee, Suman Roy:
Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling. EMNLP (Findings) 2021: 3645-3657 - [c14]Suman Roy, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges:
An Embedded Representation Learning of Relational Clinical Codes. ICSOC 2021: 885-899 - [c13]Ayan Sengupta, William Scott Paka, Suman Roy, Gaurav Ranjan, Tanmoy Chakraborty:
An Embedding-based Joint Sentiment-Topic Model for Short Texts. ICWSM 2021: 633-643 - 2020
- [c12]Ayan Sengupta:
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks. W-NUT@EMNLP 2020: 371-377 - [c11]Suman Roy, Vijay Varma Malladi, Ayan Sengupta, Souparna Das:
Online Topic Modeling for Short Texts. ICSOC 2020: 563-579 - 2017
- [c10]Suman Kalyan Maity, Chandra Bhanu Jha, Avinash Kumar, Ayan Sengupta, Madhur Modi, Animesh Mukherjee:
A Large-scale Analysis of the Marketplace Characteristics in Fiverr. HICSS 2017: 1-10 - [c9]Joyson Sebastian, Ayan Sengupta, Suhas N. Diggavi:
On capacity of noncoherent MIMO with asymmetric link strengths. ISIT 2017: 541-545 - 2016
- [c8]Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli:
Wireless network simplification: Beyond diamond networks. ISIT 2016: 2594-2598 - 2014
- [c7]Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi:
QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying. INFOCOM 2014: 2508-2516 - [c6]Siddhartha Brahma, Ayan Sengupta, Christina Fragouli:
Efficient subnetwork selection in relay networks. ISIT 2014: 1927-1931 - [c5]Siddhartha Brahma, Ayan Sengupta, Christina Fragouli:
Switched local schedules for diamond networks. ITW 2014: 656-660 - 2013
- [c4]Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi:
Quantize-map-forward (QMF) relaying: an experimental study. MobiHoc 2013: 227-236 - 2012
- [c3]Ayan Sengupta, I-Hsiang Wang, Christina Fragouli:
Optimizing quantize-map-and-forward in slow fading relay networks. Allerton Conference 2012: 1928-1934 - [c2]Ayan Sengupta, I-Hsiang Wang, Christina Fragouli:
Optimizing Quantize-Map-and-Forward relaying for Gaussian diamond networks. ITW 2012: 381-385 - 2011
- [c1]Ayan Sengupta, Siddhartha Brahma, Ayfer Özgür, Christina Fragouli, Suhas N. Diggavi:
Graph-based codes for Quantize-Map-and-Forward relaying. ITW 2011: 140-144
Informal and Other Publications
- 2024
- [i15]Aradhye Agarwal, Suhas K. Ramesh, Ayan Sengupta, Tanmoy Chakraborty:
Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models. CoRR abs/2408.14470 (2024) - 2023
- [i14]Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty:
Persona-aware Generative Model for Code-mixed Language. CoRR abs/2309.02915 (2023) - [i13]Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty:
Manifold-Preserving Transformers are Effective for Short-Long Range Encoding. CoRR abs/2310.14206 (2023) - 2022
- [i12]Ayan Sengupta, Tharun Suresh, Md. Shad Akhtar, Tanmoy Chakraborty:
A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer. CoRR abs/2204.12753 (2022) - 2021
- [i11]Ayan Sengupta, Yasser Mohammad, Shinji Nakadai:
An Autonomous Negotiating Agent Framework with Reinforcement Learning Based Strategies and Adaptive Strategy Switching Mechanism. CoRR abs/2102.03588 (2021) - [i10]Ayan Sengupta, William Scott Paka, Suman Roy, Gaurav Ranjan, Tanmoy Chakraborty:
An Embedding-based Joint Sentiment-Topic Model for Short Texts. CoRR abs/2103.14410 (2021) - [i9]Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar:
HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. CoRR abs/2105.14600 (2021) - 2017
- [i8]Joyson Sebastian, Ayan Sengupta, Suhas N. Diggavi:
On Capacity of Noncoherent MIMO with Asymmetric Link Strengths. CoRR abs/1705.07355 (2017) - [i7]Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli:
Wireless Network Simplification: The Performance of Routing. CoRR abs/1711.01007 (2017) - 2016
- [i6]Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli:
Wireless Network Simplification : Beyond Diamond Networks. CoRR abs/1601.05776 (2016) - [i5]Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli:
A Note on Antenna Selection in Gaussian MIMO Channels: Capacity Guarantees and Bounds. CoRR abs/1601.05784 (2016) - [i4]Suman Kalyan Maity, Chandra Bhanu Jha, Avinash Kumar, Ayan Sengupta, Madhur Modi, Animesh Mukherjee:
A Large-scale Analysis of the Marketplace Characteristics in Fiverr. CoRR abs/1609.06004 (2016) - [i3]Bodhisattwa Prasad Majumder, Ayan Sengupta, Sajal Jain, Parikshit Bhaduri:
Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM. CoRR abs/1610.04872 (2016) - [i2]Ayan Sengupta, Yahya H. Ezzeldin, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi:
Consistency in the face of change: an adaptive approach to physical layer cooperation. CoRR abs/1612.02062 (2016) - 2013
- [i1]Ayan Sengupta, I-Hsiang Wang, Christina Fragouli:
Cooperative Relaying at Finite SNR - Role of Quantize-Map-and-Forward. CoRR abs/1307.4799 (2013)
Coauthor Index
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