Ayan Sengupta - RankMe

64 papers A* 4A 4B 7Journal 40Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Contention-Based Early Data Transmission for 3GPP IoT Over Non-Terrestrial Networks. IEEE Commun. Stand. Mag. Andrea Munari, Stefano Cioni, Harikumar Krishnamurthy, Bharat Shrestha, Ayan Sengupta, Estefanía Recayte, Alberto Rico-Alvariño
2026	J	`jnl`	From Images to Words: Efficient Cross-Modal Knowledge Distillation to Language Models from Black-box Teachers. CoRR Ayan Sengupta, Shantanu Dixit, Md. Shad Akhtar, Tanmoy Chakraborty
2026	J	`jnl`	Understanding the Physics of Key-Value Cache Compression for LLMs through Attention Dynamics. CoRR Samhruth Ananthanarayanan, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	Compression Laws for Large Language Models. CoRR Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty
2025	J	`jnl`	First Finish Search: Efficient Test-Time Scaling in Large Language Models. CoRR Aradhye Agarwal, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	How to Upscale Neural Networks with Scaling Law? Trans. Mach. Learn. Res. Ayan Sengupta, Yash Goel, Tanmoy Chakraborty
2025	J	`jnl`	How to Upscale Neural Networks with Scaling Law? A Survey and Practical Guidelines. CoRR Ayan Sengupta, Yash Goel, Tanmoy Chakraborty
2025	—	`conf`	On the Generalization vs Fidelity Paradox in Knowledge Distillation. ACL (Findings) Suhas Kamasetty Ramesh, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	On the Generalization vs Fidelity Paradox in Knowledge Distillation. CoRR Suhas K. Ramesh, Ayan Sengupta, Tanmoy Chakraborty
2025	—	`conf`	Position: Enough of Scaling LLMs! Lets Focus on Downscaling. ICML (Position Papers) Yash Goel, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	Position: Enough of Scaling LLMs! Lets Focus on Downscaling. CoRR Yash Goel, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation. Trans. Mach. Learn. Res. Vaibhav Seth, Ayan Sengupta, Arinjay Pathak, Aastha A K. Verma, Natraj Raman, Sriram Gopalakrishnan, Niladri Chatterjee, Tanmoy Chakraborty
2025	J	`jnl`	Step-by-Step Unmasking for Parameter-Efficient Fine-Tuning of Large Language Models. Trans. Assoc. Comput. Linguistics Aradhye Agarwal, Suhas Kamasetty Ramesh, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	The Art of Scaling Test-Time Compute for Large Language Models. CoRR Aradhye Agarwal, Ayan Sengupta, Tanmoy Chakraborty
2025	J	`jnl`	Value-Guided KV Compression for LLMs via Approximated CUR Decomposition. CoRR Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty
2025	A*	`conf`	You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning. ICLR Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty
2025	J	`jnl`	You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning. CoRR Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty
2024	J	`jnl`	A Comprehensive Understanding of Code-Mixed Language Semantics Using Hierarchical Transformer. IEEE Trans. Comput. Soc. Syst. Tharun Suresh, Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty
2024	A*	`conf`	A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation. ICLR Ayan Sengupta, Shantanu Dixit, Md. Shad Akhtar, Tanmoy Chakraborty
2024	J	`jnl`	Persona-aware Generative Model for Code-mixed Language. Trans. Mach. Learn. Res. Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty
2024	J	`jnl`	Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation. CoRR Ayan Sengupta, Vaibhav Seth, Arinjay Pathak, Natraj Raman, Sriram Gopalakrishnan, Tanmoy Chakraborty
2024	J	`jnl`	Robust detection of infectious disease, autoimmunity, and cancer from the paratope networks of adaptive immune receptors. Briefings Bioinform. Zichang Xu, Hendra S. Ismanto, Dianita S. Saputri, Soichiro Haruna, Guanqun Sun, Jan Wilamowski, Shunsuke Teraguchi, Ayan Sengupta, Songling Li, Daron M. Standley
2024	J	`jnl`	Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models. CoRR Aradhye Agarwal, Suhas K. Ramesh, Ayan Sengupta, Tanmoy Chakraborty
2023	—	`conf`	Manifold-Preserving Transformers are Effective for Short-Long Range Encoding. EMNLP (Findings) Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty
2023	J	`jnl`	Manifold-Preserving Transformers are Effective for Short-Long Range Encoding. CoRR Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty
2023	J	`jnl`	Persona-aware Generative Model for Code-mixed Language. CoRR Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty
2022	J	`jnl`	A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer. CoRR Ayan Sengupta, Tharun Suresh, Md. Shad Akhtar, Tanmoy Chakraborty
2022	A*	`conf`	Transfer Learning Based Adaptive Automated Negotiating Agent Framework. IJCAI Ayan Sengupta, Shinji Nakadai, Yasser Mohammad
2021	J	`jnl`	An Autonomous Negotiating Agent Framework with Reinforcement Learning Based Strategies and Adaptive Strategy Switching Mechanism. CoRR Ayan Sengupta, Yasser Mohammad, Shinji Nakadai
2021	A	`conf`	An Autonomous Negotiating Agent Framework with Reinforcement Learning based Strategies and Adaptive Strategy Switching Mechanism. AAMAS Ayan Sengupta, Yasser Mohammad, Shinji Nakadai
2021	A	`conf`	An Embedded Representation Learning of Relational Clinical Codes. ICSOC Suman Roy, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges
2021	A	`conf`	An Embedding-based Joint Sentiment-Topic Model for Short Texts. ICWSM Ayan Sengupta, William Scott Paka, Suman Roy, Gaurav Ranjan, Tanmoy Chakraborty
2021	J	`jnl`	An Embedding-based Joint Sentiment-Topic Model for Short Texts. CoRR Ayan Sengupta, William Scott Paka, Suman Roy, Gaurav Ranjan, Tanmoy Chakraborty
2021	—	`conf`	Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling. EMNLP (Findings) Ayan Sengupta, Amit Kumar, Sourabh Kumar Bhattacharjee, Suman Roy
2021	—	`conf`	HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. ACL/IJCNLP (Findings) Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar
2021	J	`jnl`	HIT: A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. CoRR Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar
2021	J	`jnl`	LJST: A Semi-supervised Joint Sentiment-Topic Model for Short Texts. SN Comput. Sci. Ayan Sengupta, Suman Roy, Gaurav Ranjan
2020	J	`jnl`	A probabilistic atlas of finger dominance in the primary somatosensory cortex. NeuroImage George C. O'Neill, Ayan Sengupta, Michael Asghar, Eleanor L. Barratt, Julien Besle, Denis Schluppeck, Susan T. Francis, Rosa-María Sánchez-Panchuelo
2020	J	`jnl`	Cellular Terrestrial Broadcast - Physical Layer Evolution From 3GPP Release 9 to Release 16. IEEE Trans. Broadcast. Ayan Sengupta, Alberto Rico-Alvariño, Amer Catovic, Lorenzo Casaccia
2020	—	`conf`	DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream Tasks. W-NUT@EMNLP Ayan Sengupta
2020	A	`conf`	Online Topic Modeling for Short Texts. ICSOC Suman Roy, Vijay Varma Malladi, Ayan Sengupta, Souparna Das
2020	J	`jnl`	Wireless Network Simplification: The Performance of Routing. IEEE Trans. Inf. Theory Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli
2019	J	`jnl`	Imaging human cortical responses to intraneural microstimulation using magnetoencephalography. NeuroImage 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
2017	—	`conf`	A Large-scale Analysis of the Marketplace Characteristics in Fiverr. HICSS Suman Kalyan Maity, Chandra Bhanu Jha, Avinash Kumar, Ayan Sengupta, Madhur Modi, Animesh Mukherjee
2017	J	`jnl`	On Capacity of Noncoherent MIMO with Asymmetric Link Strengths. CoRR Joyson Sebastian, Ayan Sengupta, Suhas N. Diggavi
2017	B	`conf`	On capacity of noncoherent MIMO with asymmetric link strengths. ISIT Joyson Sebastian, Ayan Sengupta, Suhas N. Diggavi
2017	J	`jnl`	The effect of acquisition resolution on orientation decoding from V1 BOLD fMRI at 7 T. NeuroImage Ayan Sengupta, Renat Yakupov, Oliver Speck, Stefan Pollmann, Michael Hanke
2017	J	`jnl`	Wireless Network Simplification: The Performance of Routing. CoRR Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli
2016	J	`jnl`	A Large-scale Analysis of the Marketplace Characteristics in Fiverr. CoRR Suman Kalyan Maity, Chandra Bhanu Jha, Avinash Kumar, Ayan Sengupta, Madhur Modi, Animesh Mukherjee
2016	J	`jnl`	A Note on Antenna Selection in Gaussian MIMO Channels: Capacity Guarantees and Bounds. CoRR Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli
2016	J	`jnl`	Consistency in the face of change: an adaptive approach to physical layer cooperation. CoRR Ayan Sengupta, Yahya H. Ezzeldin, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi
2016	J	`jnl`	Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM. CoRR Bodhisattwa Prasad Majumder, Ayan Sengupta, Sajal Jain, Parikshit Bhaduri
2016	J	`jnl`	Wireless Network Simplification : Beyond Diamond Networks. CoRR Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli
2016	B	`conf`	Wireless network simplification: Beyond diamond networks. ISIT Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli
2015	—	`—`	Physical Layer Cooperation - Theory and Practice. Ayan Sengupta
2014	J	`jnl`	Cooperative Relaying at Finite SNR - Role of Quantize-Map-and-Forward. IEEE Trans. Wirel. Commun. Ayan Sengupta, I-Hsiang Wang, Christina Fragouli
2014	B	`conf`	Efficient subnetwork selection in relay networks. ISIT Siddhartha Brahma, Ayan Sengupta, Christina Fragouli
2014	A*	`conf`	QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying. INFOCOM Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi
2014	B	`conf`	Switched local schedules for diamond networks. ITW Siddhartha Brahma, Ayan Sengupta, Christina Fragouli
2013	J	`jnl`	Cooperative Relaying at Finite SNR - Role of Quantize-Map-and-Forward. CoRR Ayan Sengupta, I-Hsiang Wang, Christina Fragouli
2013	B	`conf`	Quantize-map-forward (QMF) relaying: an experimental study. MobiHoc Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi
2012	B	`conf`	Optimizing Quantize-Map-and-Forward relaying for Gaussian diamond networks. ITW Ayan Sengupta, I-Hsiang Wang, Christina Fragouli
2012	—	`conf`	Optimizing quantize-map-and-forward in slow fading relay networks. Allerton Conference Ayan Sengupta, I-Hsiang Wang, Christina Fragouli
2011	B	`conf`	Graph-based codes for Quantize-Map-and-Forward relaying. ITW Ayan Sengupta, Siddhartha Brahma, Ayfer Özgür, Christina Fragouli, Suhas N. Diggavi