Silong Yong

I am a master student in Robotics Institute, Carnegie Mellon University advised by Prof. Katia Sycara. I got my Bachelor's degree in Automation from Tsinghua University in 2023 under the supervision of Prof. Song-Chun Zhu. During my undergrad study, I had a wonderful journey at Beijing Institute for General Artificial Intelligence(BIGAI), supervised by Dr. Xiaojian Ma and Dr. Siyuan Huang.

My research interests lie in 3D computer vision, robotics and graphics. Specifically, I am interested in designing algorithms that model the 3D world in a more natural and sophisticated way, benefitting downstream usages such as robotics and graphics.

Email  /  Github /  Google Scholar

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Research
GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration
Silong Yong, Yaqi Xie, Simon Stepputtis, Katia Sycara

NeurIPS 2024
CVPR 2024 Workshop on Neural Rendering Intelligence

[arXiv preprint]   [workshop version]   [Project]   [Code]
Aug3D: Augmenting Large Scale Outdoor Datasets for Generalizable Novel View Synthesis
Aditya Rauniyar*, Omar Alama*, Silong Yong, Katia Sycara, Sebastian Scherer,

IROS 2024 Workshop on Collecting, Managing and Utilizing Data through Embodied Robots

[paper]  
Sigma: Siamese Mamba Network for Multi-Modal Semantic Segmentation
Zifu Wan, Pingping Zhang, Yuhao Wang, Silong Yong, Simon Stepputtis, Katia Sycara, Yaqi Xie

WACV 2025

[arXiv preprint]   [paper]   [Code]  
An Embodied Generalist Agent in 3D World
Jiangyong Huang*, Silong Yong*, Xiaojian Ma*, Xiongkun Linghu*, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang

ICML 2024

[arXiv preprint]   [paper]   [Project]   [Code]  
SQA3D: Situated Question Answering in 3D Scenes
Xiaojian Ma*, Silong Yong*, Zilong Zheng, Qing Li, Yitao Liang, Song-Chun Zhu, Siyuan Huang

ICLR 2023

[arXiv preprint]   [paper]   [arXiv]   [Project]   [Code]  
A low-storage adjoint lattice Boltzmann method for the control of incompressible flows
Silong Yong, Weifeng Zhao,

Physics of Fluids, 2022

[paper]  
Experience
Carnegie Mellon University, USA
2023.08 - Now

Graduate Student
Advisor: Prof. Katia Sycara
Beijing Institute for General Artificial Intelligence(BIGAI), China
2021.09 - 2023.06

Research Intern
Advisor: Dr. Xiaojian Ma & Dr. Siyuan Huang
Tsinghua University, China
2019.08 - 2023.06

Undergraduate Student

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