Wojciech Matusik

Protein Structure Tokenization via Geometric Byte Pair Encoding

A Genetic Algorithm for Navigating Synthesizable Molecular Spaces

Bayesian Post Training Enhancement of Regression Models with Calibrated Rankings

Neural Modular Physics for Elastic Simulation

Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection

PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement

MIND: Market Interpretation DSL for Unified Market Design and Simulation

MetaGen: A DSL, Database, and Benchmark for VLM-Assisted Metamaterial Generation

AutoStat: DSL-based Automated Statistical Modeling from Natural Language

GPTOpt: Towards Efficient LLM-based Black-Box Optimization

AutoAxiom: Automated Axiom Modification for Scientific Discovery with LLMs

FlashBias: Fast Computation of Attention with Bias

TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes

VLMaterial: Procedural Material Generation with Large Vision-Language Models

Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning

Post Hoc Regression Refinement via Pairwise Rankings

Procedural Synthesis of Synthesizable Molecules

Directed Graph Grammars for Sequence-based Learning

Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages

Two-Stage Pretraining for Molecular Property Prediction in the Wild

Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages