| 2025 | ACL | On the Generalization vs Fidelity Paradox in Knowledge Distillation. | Suhas Kamasetty Ramesh, Ayan Sengupta, Tanmoy Chakraborty |
| 2025 | ICLR | You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning. | Ayan Sengupta, Siddhant Chaudhary, Tanmoy Chakraborty |
| 2025 | ICML | Position: Enough of Scaling LLMs! Lets Focus on Downscaling. | Yash Goel, Ayan Sengupta, Tanmoy Chakraborty |
| 2024 | ICLR | A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation. | Ayan Sengupta, Shantanu Dixit, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2023 | EMNLP | Manifold-Preserving Transformers are Effective for Short-Long Range Encoding. | Ayan Sengupta, Md. Shad Akhtar, Tanmoy Chakraborty |
| 2022 | IJCAI | Transfer Learning Based Adaptive Automated Negotiating Agent Framework. | Ayan Sengupta, Shinji Nakadai, Yasser Mohammad |
| 2021 | ACL | HIT - A Hierarchically Fused Deep Attention Network for Robust Code-mixed Language Representation. | Ayan Sengupta, Sourabh Kumar Bhattacharjee, Tanmoy Chakraborty, Md. Shad Akhtar |
| 2021 | EMNLP | Gated Transformer for Robust De-noised Sequence-to-Sequence Modelling. | Ayan Sengupta, Amit Kumar, Sourabh Kumar Bhattacharjee, Suman Roy |
| 2021 | ICSOC | An Embedded Representation Learning of Relational Clinical Codes. | Suman Roy, Amit Kumar, Ayan Sengupta, Riccardo Mattivi, Selim Ahmed, Michael Bridges |
| 2021 | ICWSM | An Embedding-based Joint Sentiment-Topic Model for Short Texts. | Ayan Sengupta, William Scott Paka, Suman Roy, Gaurav Ranjan, Tanmoy Chakraborty |
| 2020 | ICSOC | Online Topic Modeling for Short Texts. | Suman Roy, Vijay Varma Malladi, Ayan Sengupta, Souparna Das |
| 2017 | ISIT | On capacity of noncoherent MIMO with asymmetric link strengths. | Joyson Sebastian, Ayan Sengupta, Suhas N. Diggavi |
| 2016 | ISIT | Wireless network simplification: Beyond diamond networks. | Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli |
| 2014 | INFOCOM | QUILT: A Decode/Quantize-Interleave-Transmit approach to cooperative relaying. | Siddhartha Brahma, Melissa Duarte, Ayan Sengupta, I-Hsiang Wang, Christina Fragouli, Suhas N. Diggavi |
| 2014 | ISIT | Efficient subnetwork selection in relay networks. | Siddhartha Brahma, Ayan Sengupta, Christina Fragouli |
| 2014 | ITW | Switched local schedules for diamond networks. | Siddhartha Brahma, Ayan Sengupta, Christina Fragouli |
| 2013 | MOBIHOC | Quantize-map-forward (QMF) relaying: an experimental study. | Melissa Duarte, Ayan Sengupta, Siddhartha Brahma, Christina Fragouli, Suhas N. Diggavi |
| 2012 | ITW | Optimizing Quantize-Map-and-Forward relaying for Gaussian diamond networks. | Ayan Sengupta, I-Hsiang Wang, Christina Fragouli |
| 2011 | ITW | Graph-based codes for Quantize-Map-and-Forward relaying. | Ayan Sengupta, Siddhartha Brahma, Ayfer zgr, Christina Fragouli, Suhas N. Diggavi |