NAME

Yuan Lu

ABOUT

Hello! I am a machine learning researcher currently living in London. My focus is on reinforcement learning, diffusion models, representation learning, and energy-based models. My long-term interest is to build machine intelligence that can autonomously understand and interact with the world. [MORE INFO]

EDUCATION

--PhD Machine Learning

TBA

--MSc Machine Learning

Distinction, with David Barber, University College London

--BSc Psychology

First, with Maarten Speekenbrink, University College London

PUBLISHINGS

see my google scholar for the full list

Improving Diffusion Planners by Self-Supervised Action Gating with Energies [PAPER] [CODE]

Yuan Lu, Dongqi Han, Yansen Wang, Dongsheng Li

International Conference on Machine Learning (ICML), 2026

...

PROJECTS

avae, hfm, imm, ddm, beyond-diffusion,

advanced-topics-in-machine-learning, approximate-inference,

unsupervised-learning, reinforcement-learning,

supervised-learning-i, supervised-learning-ii,

more...


NOTES

I’m working on sharing machine learning study notes I’ve made in school on my homepage, and make them interactive. I’ll keep updating this space from time to time!

INPROGESS / A BLOG

The end of a big story!

Diffusion Speedrun

On Wasserstein Gradient Flows

[ALL BLOGS]

PHOTOS

presence places I lived and traveled to.

faces people I met, with their ideas.

land and sea landscapes.

time together modern loneliness.

>>instagram

SEE ALSO

playlists, github, x, linkedin, bsky, scholar

CONTACT

--meet me in London for coffee or beer, I am in Beijing & Shanghai quite often, too.

--edluyuan /at/ gmail /dot/ com