Publications

Title	Authors	Venue / status	Year
Beyond Context Length: Characterising the Difficulty of Long-Context Reasoning	Shiwen Qin, Cameron Barker, Henry Gouk, Elliot J. Crowley, Shay B. Cohen, Mirella Lapata, Miao Li	Under review	2026
CopuAdapt: An Attentional Copula Adapter For Improved Joint-Distribution Sampling In Probabilistic Time-Series Forecasting	Benjamin R Redhead, Chang Xu, Cameron Barker, Thomas L Lee, Elliot J. Crowley, Henry Gouk, Víctor Elvira, Amos Storkey, Li Zhao	Under review	2026
Heterogeneous Structured Pruning Under Resource Constraints for Hardware-Efficient Large Language Models	Cameron Barker, Andreas Paraskeva, Jan N. van Rijn, Elliot J. Crowley, Henry Gouk	Under review	2026
Benchmarking Open-Ended Multi-Agent Coordination in Language Agents	Kale-ab Abebe Tessera, Andras Szecsenyi, Cameron Barker, Alexander Rutherford, Davide Paglieri, Aidan Scannell, Henry Gouk, Elliot J. Crowley, Tim Rocktäschel, Amos Storkey	NeurIPS 2026	2026
Kalman Linear Attention: Parallel Bayesian Filtering For Efficient Language Modelling and State Tracking	Vaisakh Shaj, Cameron Barker, Aidan Scannell, Andras Szecsenyi, Elliot J. Crowley, Amos Storkey	ICML 2026	2026