Benjamin Kurt Miller

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ICML (3) NeurIPS (1)

Top co-authors

Anuroop Sriram (4) Ricky T. Q. Chen (3) Brandon M Wood (2) Xiang Fu (2) Bing Yan (1) Yi-Lun Liao (1) Brandon M. Wood (1) Brian Karrer (1) Brandon Amos (1) Carles Domingo-Enrich (1)

Research topics

Deep Learning (4) Models (4) Machine Learning (3) Core Methods (2) Artificial Intelligence (1) Interdisciplinary (1) Architectures (1) Core AI (1) Learning Types (1) Optimization & Theory (1) Science (1)

Keywords

riemannian flow matching (2) graph representation (1) gradient updates (1) autoencoders (1) generative model (1) diffusion model (1) latent diffusion (1) material generation (1) crystalline material (1) meta-stable crystal (1) crystal structure (1) generative modelling (1) integration step (1) large language model (1) scalable sampling (1) riemannian flow (1) materials (1) molecules (1) periodic lattice (1) quantum chemistry calculations (1)

Papers

Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching ICML 2025 All-atom Diffusion Transformers: Unified generative modelling of molecules and materials ICML 2025 FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NeurIPS 2024 FlowMM: Generating Materials with Riemannian Flow Matching ICML 2024