B. Mamaev, D. Angus, A. Lawrence R.O. Sinnott, Building national research infrastructure for digital platform observability at scale, Journal of Media and Communication, January 2026.

T. Davies, R.O. Sinnott, A Comparative Analysis of Deep Learning Models for
Deployment on an Australian Bushfire Detection Satellite, 25^th Australasian Symposium on Parallel and Distributed Computing (AusPDC 2025), Melbourne, Australia, February 2026.

M. Rangwala, R.O. Sinnott and R. Buyya, Evidential Trust-Aware Model Personalization in Decentralized Federated Learning for Wearable IoT, 26^th IEEE International Symposium on Cluster, Cloud and Internet Computing, Sydney, Australia, May 2026.

H. Yin, R.O. Sinnott, G. Jayaputera, Cut-Aware Scene-Adaptive Team Affiliation in Broadcast AFL Games, 6^th International Conference on Image Processing and Vision Engineering (IMPROVE), Benidorm, Spain, May 2026.

L. Morandini, R.O. Sinnott, A Task-Based Benchmark for Model Context Protocol-Driven Geospatial Dataset Discovery: LLM Agents vs Human Search, IEEE International Conference on Human-Machine Systems, Singapore, July 2026.

Z. Joukhadar, M. Castillo, J. Morgan, L. Cowley, R. Mearns, S. Barraclough, K. Ehinger, B. Rubinstein, R.O. Sinnott, M. Trenti, J. Bailey, Flight Demonstration of On-Orbit Model Adaptation on a Nanosatellite, AI4Space Workshop, CVPR, Denver, Colorado, June 2026.

Z. Joukhadar, R.O. Sinnott, J. Bailey, Predicting Spacecraft AI Errors from Mission Evidence, 3rd IAA Conference on AI for Space, Jeju, South Korea, July 2026.

L. Morandini, R.O. Sinnott, Assessment in the Age of Generative AI: Experiences from a Masters-level Computer Science Course, IEEE International Conference on Teaching, Assessment, and Learning for Engineers (TALE 2026), Pattaya, Thailand, December 2026.

S.K. Luan, G.T. Jayaputera, R.O. Sinnott, Empirical Analysis of Small Language Models for Named Entity Recognition and Relation Extraction in the Cybersecurity Domain, 2nd IEEE 2026 International Conference on Cybersecurity and AI-Based Systems (Cyber-AI 2026), Bucharest, Romania, September 2026.