ESPRESSO: Entropy and ShaPe awaRe timE-Series SegmentatiOn for Processing Heterogeneous Sensor Data. - Shohreh Deldari; Daniel V. Smith; Amin Sadri; Flora D. Salim (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding. - Shohreh Deldari; Daniel V. Smith; Hao Xue 001; Flora D. Salim (WWW, 2021)

Towards Social Role-Based Interruptibility Management. - Christoph Anderson; Judith Simone Heinisch; Shohreh Deldari; Flora D. Salim; Sandra Ohly; Klaus David; Veljko Pejovic (CoRR, 2021)

Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data. - Shohreh Deldari; Hao Xue 001; Aaqib Saeed; Jiayuan He 002; Daniel V. Smith; Flora D. Salim (CoRR, 2022)

Investigating the Effects of Mood & Usage Behaviour on Notification Response Time. - Judith S. Heinisch; Nan Gao; Christoph Anderson; Shohreh Deldari; Klaus David; Flora D. Salim (CoRR, 2022)

COCOA: Cross Modality Contrastive Learning for Sensor Data. - Shohreh Deldari; Hao Xue 001; Aaqib Saeed; Daniel V. Smith; Flora D. Salim (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Self-supervised Activity Representation Learning with Incremental Data: An Empirical Study. - Jason Liu; Shohreh Deldari; Hao Xue 001; Van Nguyen; Flora D. Salim (MDM, 2023)

Latent Masking for Multimodal Self-supervised Learning in Health Timeseries. - Shohreh Deldari; Dimitris Spathis; Mohammad Malekzadeh; Fahim Kawsar; Flora D. Salim; Akhil Mathur (CoRR, 2023)

Toward Social Role-Based Interruptibility Management. - Christoph Anderson; Judith Simone Heinisch; Shohreh Deldari; Flora D. Salim; Sandra Ohly; Klaus David; Veljko Pejovic (IEEE Pervasive Comput., 2023)

AuditNet: Conversational AI Security Assistant. - Shohreh Deldari; Mohammad Goudarzi; Aditya Joshi; Arash Shaghaghi; Simon Finn; Flora D. Salim; Sanjay Jha 001 (MobileHCI (Companion), 2024)

ViLCo-Bench: VIdeo Language COntinual learning Benchmark. - Tianqi Tang 002; Shohreh Deldari; Hao Xue 001; Celso de Melo; Flora D. Salim (NeurIPS, 2024)

Domain Invariant Driving Behaviour Prediction Based on Autoencoder Anomaly Detection. - Sugandh Pargal; Sandip Chakraborty 001; Shohreh Deldari; Salil S. Kanhere (PerCom Workshops, 2024)

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 (WSDM, 2024)

A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024. - Dimitris Spathis; Aaqib Saeed; Ali Etemad; Sana Tonekaboni; Stefanos Laskaridis; Shohreh Deldari; Chi Ian Tang; Patrick Schwab; Shyam A. Tailor (CoRR, 2024)

AuditNet: A Conversational AI-based Security Assistant [DEMO]. - Shohreh Deldari; Mohammad Goudarzi; Aditya Joshi; Arash Shaghaghi; Simon Finn; Flora D. Salim; Sanjay Jha 001 (CoRR, 2024)

SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition. - Zechen Li; Shohreh Deldari; Linyao Chen; Hao Xue 001; Flora D. Salim (CoRR, 2024)

DoAssist: Domain Invariant Driving Anomaly Detection based on Spatiotemporal Driving Data. - Sugandh Pargal; Sandip Chakraborty 001; Bivas Mitra; Shohreh Deldari; Salil S. Kanhere (PerCom Workshops, 2025)