| 2025 | ICML | A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle. | Yu Chen, Nathalia Cspedes, Payam M. Barnaghi |
| 2025 | ICML | AutoElicit: Using Large Language Models for Expert Prior Elicitation in Predictive Modelling. | Alexander Capstick, Rahul G. Krishnan, Payam M. Barnaghi |
| 2024 | HealthCom | Urinary Tract Infection Detection in Digital Remote Monitoring: Strategies for Managing Participant-Specific Prediction Complexity. | Kexin Fan, Alexander Capstick, Ramin Nilforooshan, Payam M. Barnaghi |
| 2023 | ACML | Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks. | Narges Pourshahrokhi, Yunpeng Li, Samaneh Kouchaki, Payam M. Barnaghi |
| 2023 | ICLR | Predicting Targets with Data from Non-Conforming Sources. | Alexander Capstick, Payam M. Barnaghi |
| 2020 | EuroSys | Privacy-preserving activity and health monitoring on databox. | Yuchen Zhao, Hamed Haddadi, Severin Skillman, Shirin Enshaeifar, Payam M. Barnaghi |
| 2020 | ICPR | Verifying the Causes of Adversarial Examples. | Honglin Li, Yifei Fan, Frieder Ganz, Anthony J. Yezzi, Payam M. Barnaghi |
| 2020 | WWW | A Digital Platform for Remote Healthcare Monitoring. | Shirin Enshaeifar, Payam M. Barnaghi, Severin Skillman, David J. Sharp, Ramin Nilforooshan, Helen Rostill |
| 2018 | ICASSP | Segment Parameter Labelling in MCMC Mean-Shift Change Detection. | Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi |
| 2018 | WWW | Web Stream Processing Workshop Chairs' Welcome & Organization. | Payam M. Barnaghi, Jean-Paul Calbimonte, Daniele Dell'Aglio |
| 2018 | WWW | Spatio-Temporal Analysis for Smart City Data. | Mara Bermdez-Edo, Payam M. Barnaghi |
| 2017 | ICASSP | Data analysis as a web service: A case study using IoT sensor data. | Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi |
| 2017 | IM | Distributed spatial indexing for the Internet of Things data management. | Yasmin Fathy, Payam M. Barnaghi, Rahim Tafazolli |
| 2016 | UIC | IoT-Lite: A Lightweight Semantic Model for the Internet of Things. | Mara Bermdez-Edo, Tarek Elsaleh, Payam M. Barnaghi, Kerry L. Taylor |
| 2013 | ISCC | Composition of services in pervasive environments: A Divide and Conquer approach. | Gilbert Cassar, Payam M. Barnaghi, Wei Wang, Suparna De, Klaus Moessner |
| 2013 | WoWMoM | Open services for IoT cloud applications in the future internet. | Martin Serrano, Hoan Quoc Nguyen-Mau, Manfred Hauswirth, Wei Wang, Payam M. Barnaghi, Philippe Cousin |
| 2011 | FedCSIS | Service Modelling for Internet of Things. | Suparna De, Payam M. Barnaghi, Martin Bauer, Stefan Meissner |
| 2011 | GLOBECOM | A mediated gossiping mechanism for large-scale sensor networks. | Frieder Ganz, Payam M. Barnaghi, Franois Carrez, Klaus Moessner |
| 2010 | PERCOM | Modeling of sensor data and context for the Real World Internet. | Claudia Villalonga, Martin Bauer, Vincent A. Huang, Jess Bernat, Payam M. Barnaghi |