Generative systems researcher working on video and world models, efficient generative inference, and continuous-time learning.
I am a Computer Science PhD candidate at the University of Bristol, leading modelling research and implementation across UKRI-funded projects. My work connects mathematical formulation, large-scale evaluation, and release-quality research software.
- GenODE / GICO — context-conditioned integration clocks for frozen generative ODE and flow-matching backbones.
- Latent Laplace Diffusion — parallel generative forecasting over irregular timestamps; ICML 2026 Spotlight.
- Diffusion-to-Flow Schedule Transfer — controlled transfer and evaluation of diffusion schedules in normalized flow time.
- AuditOps — public foundations for canonical evidence, deterministic validation, and restricted-domain audit benchmarks.