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Beichen Li

Orcid: 0000-0002-9271-0055

Affiliations:
  • MIT CSAIL, Cambridge, MA, USA


According to our database1, Beichen Li authored at least 13 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2025
VLMaterial: Procedural Material Generation with Large Vision-Language Models.
[BibTeX]
[DOI]
Beichen Li
,
Rundi Wu
,
Armando Solar-Lezama
,
Changxi Zheng
,
Liang Shi
,
Bernd Bickel
,
Wojciech Matusik
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
Procedural Material Generation with Reinforcement Learning.
[BibTeX]
[DOI]
Beichen Li
,
Yiwei Hu
,
Paul Guerrero
,
Milos Hasan
,
Liang Shi
,
Valentin Deschaintre
,
Wojciech Matusik
ACM Trans. Graph., December, 2024

2023
End-to-end Procedural Material Capture with Proxy-Free Mixed-Integer Optimization.
[BibTeX]
[DOI]
Beichen Li
,
Liang Shi
,
Wojciech Matusik
ACM Trans. Graph., August, 2023

Computational Discovery of Microstructured Composites with Optimal Strength-Toughness Trade-Offs.
[BibTeX]
[DOI]
Beichen Li
,
Bolei Deng
,
Wan Shou
,
Tae-Hyun Oh
,
Yuanming Hu
,
Yiyue Luo
,
Liang Shi
,
Wojciech Matusik
CoRR, 2023

2022
Data-Efficient Graph Grammar Learning for Molecular Generation.
[BibTeX]
[DOI]
Minghao Guo
,
Veronika Thost
,
Beichen Li
,
Payel Das
,
Jie Chen
,
Wojciech Matusik
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Towards real-time photorealistic 3D holography with deep neural networks.
[BibTeX]
[DOI]
Liang Shi
,
Beichen Li
,
Changil Kim
,
Petr Kellnhofer
,
Wojciech Matusik
Nat., 2021

Designing Composites with Target Effective Young's Modulus using Reinforcement Learning.
[BibTeX]
[DOI]
Aldair E. Gongora
,
Siddharth Mysore
,
Beichen Li
,
Wan Shou
,
Wojciech Matusik
,
Elise F. Morgan
,
Keith A. Brown
,
Emily Whiting
Proceedings of the SCF '21: Proceedings of the 6th Annual ACM Symposium on Computational Fabrication, 2021

2020
HeteroFusion: Dense Scene Reconstruction Integrating Multi-Sensors.
[BibTeX]
[DOI]
Sheng Yang
,
Beichen Li
,
Minghua Liu
,
Yu-Kun Lai
,
Leif Kobbelt
,
Shi-Min Hu
IEEE Trans. Vis. Comput. Graph., 2020

Noise-Resilient Reconstruction of Panoramas and 3D Scenes Using Robot-Mounted Unsynchronized Commodity RGB-D Cameras.
[BibTeX]
[DOI]
Sheng Yang
,
Beichen Li
,
Yan-Pei Cao
,
Hongbo Fu
,
Yu-Kun Lai
,
Leif Kobbelt
,
Shi-Min Hu
ACM Trans. Graph., 2020

Match: differentiable material graphs for procedural material capture.
[BibTeX]
[DOI]
Liang Shi
,
Beichen Li
,
Milos Hasan
,
Kalyan Sunkavalli
,
Tamy Boubekeur
,
Radomír Mech
,
Wojciech Matusik
ACM Trans. Graph., 2020

2019
Learning to fly: computational controller design for hybrid UAVs with reinforcement learning.
[BibTeX]
[DOI]
Jie Xu
,
Tao Du
,
Michael Foshey
,
Beichen Li
,
Bo Zhu
,
Adriana Schulz
,
Wojciech Matusik
ACM Trans. Graph., 2019

2018
Student cluster competition 2017, team Tsinghua University: Reproducing vectorization of the tersoff multi-body potential on the Intel Skylake and NVIDIA Volta architectures.
[BibTeX]
[DOI]
Ka Cheong Jason Lau
,
Yuxuan Li
,
Lei Xie
,
Qian Xie
,
Beichen Li
,
Yu Chen
,
Guanyu Feng
,
Jiping Yu
,
Xinjian Yu
,
Miao Wang
,
Wentao Han
,
Jidong Zhai
Parallel Comput., 2018

Interactive Co-Design of Form and Function for Legged Robots using the Adjoint Method.
[BibTeX]
[DOI]
Ruta Desai
,
Beichen Li
,
Ye Yuan
,
Stelian Coros
CoRR, 2018


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