| 2025 | EMNLP | SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition. | Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim |
| 2025 | PERCOM | DoAssist: Domain Invariant Driving Anomaly Detection based on Spatiotemporal Driving Data. | Sugandh Pargal, Sandip Chakraborty, Bivas Mitra, Shohreh Deldari, Salil S. Kanhere |
| 2024 | PERCOM | Domain Invariant Driving Behaviour Prediction Based on Autoencoder Anomaly Detection. | Sugandh Pargal, Sandip Chakraborty, Shohreh Deldari, Salil S. Kanhere |
| 2024 | WSDM | CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. | Shohreh Deldari, Dimitris Spathis, Mohammad Malekzadeh, Fahim Kawsar, Flora D. Salim, Akhil Mathur |
| 2023 | MDM | Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study. | Jason Liu, Shohreh Deldari, Hao Xue, Van Nguyen, Flora D. Salim |
| 2021 | WWW | Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding. | Shohreh Deldari, Daniel V. Smith, Hao Xue, Flora D. Salim |