news

Sep 24, 2026 Five of our papers were accepted at NeurIPS 2026:
  • The VLM as Sensor: Bayesian active search for long video understanding
  • MOSAIC: concept bottlenecks via text-anchored optimal transport
  • SPEXT: a decoupled multispectral foundation model for Earth observation and vision-language grounding
  • Test-time graph anomaly detection via shifted augmentation and dynamic objective scheduling
  • Closed-loop medical anomaly detection via structure-semantic guided multi-agent collaboration
See publications for a TL;DR of each.
Jun 01, 2026 Joined the University of Bristol as an Assistant Professor (UK Lecturer) in AI, in the School of Engineering Mathematics and Technology.
Mar 01, 2026 Awarded AIRR funding for a project on efficient multimodal reasoning.
Jan 23, 2026 Our paper SURGE (surprise-guided token reduction for efficient video understanding with VLMs) was accepted at ICLR 2026.
Sep 26, 2025 PhySwin, our efficient, physically-grounded foundation model for multispectral Earth observation, was accepted at NeurIPS 2025.
Jun 01, 2025 Received an NVIDIA Academic Grant for a cloud-edge collaborative data generation framework for VLA learning.
Sep 01, 2024 Joined University College London as a Postdoctoral Research Fellow (Visiting).