| 2026 | AAAI | Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models. | Sudarshan Srinivasa Ramanujam, Antonio Alonso, Saurabh Kataria, Siddharth Dangi, Akhilesh Gupta, Birjodh Singh Tiwana, Manas Haribhai Somaiya, Luke Simon, David Byrne, Sojeong Ha, Sen Zhou, Andrei Akterskii, Zhanglong Liu, Samira Sriram, Zihan Xiong, Zhoutao Pei, Angela Shao, Alex Li, Annie Xiao, Caitlin Kolb, Thomas Kistler, Zach Moore, Hamed Firooz |
| 2023 | Interspeech | Advances in Language Recognition in Low Resource African Languages: The JHU-MIT Submission for NIST LRE22. | Jess Villalba, Jonas Borgstrom, Maliha Jahan, Saurabh Kataria, Leibny Paola Garca, Pedro A. Torres-Carrasquillo, Najim Dehak |
| 2023 | Interspeech | Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition. | Saurabh Kataria, Jess Villalba, Laureano Moro-Velzquez, Thomas Thebaud, Najim Dehak |
| 2022 | Interspeech | Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser. | Sonal Joshi, Saurabh Kataria, Yiwen Shao, Piotr Zelasko, Jess Villalba, Sanjeev Khudanpur, Najim Dehak |
| 2022 | Interspeech | AdvEst: Adversarial Perturbation Estimation to Classify and Detect Adversarial Attacks against Speaker Identification. | Sonal Joshi, Saurabh Kataria, Jess Villalba, Najim Dehak |
| 2022 | Interspeech | Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification. | Saurabh Kataria, Jess Villalba, Laureano Moro-Velzquez, Najim Dehak |
| 2022 | Interspeech | Chunking Defense for Adversarial Attacks on ASR. | Yiwen Shao, Jess Villalba, Sonal Joshi, Saurabh Kataria, Sanjeev Khudanpur, Najim Dehak |
| 2021 | ICASSP | Perceptual Loss Based Speech Denoising with an Ensemble of Audio Pattern Recognition and Self-Supervised Models. | Saurabh Kataria, Jess Villalba, Najim Dehak |
| 2021 | Interspeech | Deep Feature CycleGANs: Speaker Identity Preserving Non-Parallel Microphone-Telephone Domain Adaptation for Speaker Verification. | Saurabh Kataria, Jess Villalba, Piotr Zelasko, Laureano Moro-Velzquez, Najim Dehak |
| 2021 | Interspeech | Multi-Channel Speaker Verification for Single and Multi-Talker Speech. | Saurabh Kataria, Shi-Xiong Zhang, Dong Yu |
| 2020 | ICASSP | Feature Enhancement with Deep Feature Losses for Speaker Verification. | Saurabh Kataria, Phani Sankar Nidadavolu, Jess Villalba, Nanxin Chen, L. Paola Garca-Perera, Najim Dehak |
| 2020 | ICASSP | Unsupervised Feature Enhancement for Speaker Verification. | Phani Sankar Nidadavolu, Saurabh Kataria, Jess Villalba, L. Paola Garca-Perera, Najim Dehak |
| 2019 | ASRU | Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-Gans. | Phani Sankar Nidadavolu, Saurabh Kataria, Jess Villalba, Najim Dehak |
| 2017 | ICASSP | Hearing in a shoe-box: Binaural source position and wall absorption estimation using virtually supervised learning. | Saurabh Kataria, Clment Gaultier, Antoine Deleforge |
| 2017 | IJCAI | Long-Term Memory Networks for Question Answering. | Fenglong Ma, Radha Chitta, Saurabh Kataria, Jing Zhou, Palghat Ramesh, Tong Sun, Jing Gao |
| 2015 | ICASSP | Representation and modeling of spherical harmonics manifold for source localization. | Arun Parthasarathy, Saurabh Kataria, Lalan Kumar, Rajesh M. Hegde |
| 2015 | ICDM | Supervised Topic Models for Microblog Classification. | Saurabh Kataria, Arvind Agarwal |
| 2015 | ICDM | Distributed Representations for Content-Based and Personalized Tag Recommendation. | Saurabh Kataria, Arvind Agarwal |
| 2013 | CIKM | FRec: a novel framework of recommending users and communities in social media. | Lei Li, Wei Peng, Saurabh Kataria, Tong Sun, Tao Li |
| 2012 | CIKM | Recommending citations: translating papers into references. | Wenyi Huang, Saurabh Kataria, Cornelia Caragea, Prasenjit Mitra, C. Lee Giles, Lior Rokach |
| 2011 | IJCAI | Context Sensitive Topic Models for Author Influence in Document Networks. | Saurabh Kataria, Prasenjit Mitra, Cornelia Caragea, C. Lee Giles |
| 2011 | KDD | Entity disambiguation with hierarchical topic models. | Saurabh Kataria, Krishnan S. Kumar, Rajeev Rastogi, Prithviraj Sen, Srinivasan H. Sengamedu |
| 2010 | AAAI | Utilizing Context in Generative Bayesian Models for Linked Corpus. | Saurabh Kataria, Prasenjit Mitra, Sumit Bhatia |
| 2010 | ICIP | Font retrieval on a large scale: An experimental study. | Saurabh Kataria, Luca Marchesotti, Florent Perronnin |
| 2008 | AAAI | Automatic Extraction of Data Points and Text Blocks from 2-Dimensional Plots in Digital Documents. | Saurabh Kataria, William Browuer, Prasenjit Mitra, C. Lee Giles |