/Tech9h ago

Harvard's Yilun Du introduces Graph Energy Matching, matching diffusion model performance in molecular graph generation

It uses transport-aligned discrete proposals to sample molecular structures.

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Yilun Du@du_yilun#495inTech

Check out our work on building EBMs for molecular graphs!

What’s after discrete diffusion? 💎🧬

Graph Energy Matching (GEM): molecular graphs sampled via transport-aligned discrete proposals.

SOTA among graph EBMs. Matches/surpasses diffusion/flow baselines at generation. Supercharges inference-time design!

https://michalbalcerak.ai/graph-energy-matching/

7:50 AM · Jul 2, 2026 · 7.4K Views

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siq shit brother

Yilun Du@du_yilun

Check out our work on building EBMs for molecular graphs!

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