CDFG The Computational Design & Fabrication Group

Publications

2023

ICML 2023

Learning Preconditioners for Conjugate Gradient PDE Solvers

Yichen Li, Peter Yichen Chen, Tao Du, Wojciech Matusik

ArXiv

How Can Large Language Models Help Humans in Design And Manufacturing?

Liane Makatura, Michael Foshey, Bohan Wang, Felix Hähnlein, Pingchuan Ma, Bolei Deng, Megan Tjandrasuwita, Andrew Spielberg, Crystal Elaine Owens, Peter Yichen Chen, Allan Zhao, Amy Zhu, Wil J Norton, Edward Gu, Joshua Jacob, Yifei Li, Adriana Schulz, and Wojciech Matusik

ICML

Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction

Minghao Guo, Veronika Thost, Samuel Song, Adithya Balachandran, Payel Das, Jie Chen, Wojciech Matusik

SIGGRAPH 2023

End-to-end Procedural Material Capture with Proxy-Free Mixed-Integer Optimization

Beichen Li, Liang Shi, Wojciech Matusik

arXiv 2023

Learning Neural Constitutive Laws from Motion Observations for Generalizable PDE Dynamics

Pingchuan Ma, Peter Yichen Chen, Bolei Deng, Joshua B. Tenenbaum, Tao Du, Chuang Gan, Wojciech Matusik

ACM Transactions on Graphics / SIGGRAPH 2023

Procedural Metamaterials: A Unified Procedural Graph for Metamaterial Design

Liane Makatura*, Bohan Wang*, Yi-Lu Chen, Bolei Deng, Chris Wojtan, Bernd Bickel, and Wojciech Matusik (* = joint first authors)

British Machine Vision Conference (BMVC) 2023 (Oral)

VoRF: Volumetric Relightable Faces

Pramod Rao, Mallikarjun B.R, Gereon Fox, Tim Weyrich, Bernd Bickel, Hanspeter Pfister, Wojciech Matusik, Ayush Tewari1, Christian Theobalt, Mohamed Elgharib

2022

SIGGRAPH Asia 2022