| 2026 | ACL | VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs. | Avinash Amballa, Yashas Malur Saidutta, Chi-Heng Lin, Vivek Kulkarni, Srinivas Chappidi |
| 2026 | ACL | Switching Heads and Softening Tokens: Turnkey Solutions to Visually Grounded Document QA. | Ximing Wen, Wenbo Li, Sudipta Paul, Yashas Malur Saidutta, Kalpa Gunaratna, Srinivas Chappidi |
| 2025 | GLOBECOM | SemTexIB: Semantic Text Communication with Information Bottleneck: Integrating Rate and Semantic Similarity into Training Objectives. | Abdulrahman Alamoudi, Ahmet Faruk Saz, Yashas Malur Saidutta, Faramarz Fekri |
| 2025 | ICASSP | Better Exploiting Spatial Separability in Multichannel Speech Enhancement with an Align-and-Filter Network. | Ching Hua Lee, Chouchang Yang, Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Yilin Shen, Hongxia Jin |
| 2025 | ICASSP | MIB: Mixed Information Bottleneck for Out-of-Distribution Keyword Spotting. | Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Jaejin Cho, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin |
| 2025 | ICML | RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior. | Ching Hua Lee, Chouchang Yang, Jaejin Cho, Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Yilin Shen, Hongxia Jin |
| 2024 | GLOBECOM | Distributed Functional Compression for Independent Component Analysis in Wireless Networks. | A. Alamoudi, Yashas Malur Saidutta, Faramarz Fekri |
| 2024 | ICASSP | End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals. | Suhas BN, Rakshith Sharma Srinivasa, Yashas Malur Saidutta, Jaejin Cho, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin |
| 2024 | ICASSP | Zero-Shot Intent Classification Using a Semantic Similarity Aware Contrastive Loss and Large Language Model. | Jaejin Cho, Rakshith Sharma Srinivasa, Ching Hua Lee, Yashas Malur Saidutta, Chouchang Yang, Yilin Shen, Hongxia Jin |
| 2024 | ICASSP | Leveraging Self-Supervised Speech Representations for Domain Adaptation in Speech Enhancement. | Ching Hua Lee, Chouchang Yang, Rakshith Sharma Srinivasa, Yashas Malur Saidutta, Jaejin Cho, Yilin Shen, Hongxia Jin |
| 2023 | ICASSP | To Wake-Up or Not to Wake-Up: Reducing Keyword False Alarm by Successive Refinement. | Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Chouchang Yang, Yilin Shen, Hongxia Jin |
| 2023 | Interspeech | Robust Keyword Spotting for Noisy Environments by Leveraging Speech Enhancement and Speech Presence Probability. | Chouchang Yang, Yashas Malur Saidutta, Rakshith Sharma Srinivasa, Ching Hua Lee, Yilin Shen, Hongxia Jin |
| 2022 | ITW | A Machine Learning Framework for Privacy-Aware Distributed Functional Compression over AWGN Channels. | Yashas Malur Saidutta, Faramarz Fekri, Afshin Abdi |
| 2021 | ISIT | Analog Joint Source-Channel Coding for Distributed Functional Compression using Deep Neural Networks. | Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri |
| 2019 | DCC | M to 1 Joint Source-Channel Coding of Gaussian Sources via Dichotomy of the Input Space Based on Deep Learning. | Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri |
| 2019 | ISIT | Joint Source-Channel Coding for Gaussian Sources over AWGN Channels using Variational Autoencoders. | Yashas Malur Saidutta, Afshin Abdi, Faramarz Fekri |