#neurips25
The goal is to bridge Causal Inference with Explainable AI, providing estimand-agnostic strategies to facilitate the use of these techniques for non-experts.

See you at #NeurIPS25!
September 25, 2025 at 3:13 PM
Now accepted to #neurips25 datasets & benchmarks!
See you in San Diego! 🥳
💡Beyond math/code, instruction following with verifiable constraints is suitable to be learned with RLVR.
But the set of constraints and verifier functions is limited and most models overfit on IFEval.
We introduce IFBench to measure model generalization to unseen constraints.
September 20, 2025 at 6:56 AM
🌟 Our paper regarding "Feedback Guidance of Diffusion Models" has been accepted at NeurIPS25!!! 🌟
Very grateful to everyone who contributed! 🙌
link: arxiv.org/abs/2506.06085
October 1, 2025 at 8:33 AM
Bragging time - ⚡ FlashMD⚡ was accepted as a spotlight paper at #NeurIPS25. if you still haven't checked it out, it's already on the #arxiv arxiv.org/abs/2505.19350, the code is at flashmd.org and the 🧑‍🍳📖 is here atomistic-cookbook.org/examples/fla.... Congrats to Filippo, Sanggyu and Augustinus!
GitHub - lab-cosmo/flashmd: A universal ML model to predict molecular dynamics trajectories with long time steps
A universal ML model to predict molecular dynamics trajectories with long time steps - lab-cosmo/flashmd
flashmd.org
September 19, 2025 at 12:53 PM
Our paper “The Flood Complex – Large-Scale Persistent Homology on Millions of Points” is accepted at #NeurIPS25 🎉

📄 Preprint: arxiv.org/pdf/2509.22432
💻 Code: open + ready to use
arxiv.org
September 29, 2025 at 9:00 AM
Accepted to #NeurIPS25! 🥳 Big congrats to Stephen !! glad to be part of it @flatironinstitute.org
🚀Excellent follow-up by Stephen extending Probability Flow Inference to account for cell proliferation. SOTA performance on time-resolved scRNA-seq to infer transcriptional flow dynamics.

In short: inverting the Fokker-Planck in 10–20D with cell growth @ arxiv.org/pdf/2505.13197
arxiv.org
September 18, 2025 at 7:02 PM