| 2025 | PIMRC | Transformer-Driven Neural Beamforming with Imperfect CSI in Urban Macro Wireless Channels. | Cemil Vahapoglu, Timothy J. O'Shea, Wan Liu, Tamoghna Roy, Sennur Ulukus |
| 2024 | PAKDD | Latent Space Correlation-Aware Autoencoder for Anomaly Detection in Skewed Data. | Padmaksha Roy, Himanshu Singhal, Timothy J. O'Shea, Ming Jin |
| 2024 | VTC | How Critical is Site-Specific RAN Optimization? 5G Open-RAN Uplink Air Interface Performance Test and Optimization from Macro-Cell CIR Data. | Johnathan Corgan, Nitin Nair, Rajib Bhattacharjea, Wan Liu, Serhat Tadik, Tom Tsou, Timothy J. O'Shea |
| 2022 | ICDM | Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback. | Gopikrishna Rathinavel, Nikhil Muralidhar, Timothy J. O'Shea, Naren Ramakrishnan |
| 2022 | WCNC | Scalable Wireless Anomaly Detection with Generative-LSTMs on RF Post-Detection Metadata. | Blake Barnes-Cook, Timothy J. O'Shea |
| 2016 | ACSSC | Radio transformer networks: Attention models for learning to synchronize in wireless systems. | Timothy J. O'Shea, Latha Pemula, Dhruv Batra, T. Charles Clancy |
| 2016 | EANN | Convolutional Radio Modulation Recognition Networks. | Timothy J. O'Shea, Johnathan Corgan, T. Charles Clancy |