Linguang Zhang

Linguang Zhang (張臨光)

Ph.D. in Computer Science

Meta Reality Labs, Redmond, WA | Email address image | Google Scholar

I am a Research Scientist at Meta Reality Labs. My work focuses on computer vision, including real-time on-device egocentric hand/body tracking and efficient generative models. I received my Ph.D. in Computer Science from Princeton University, where I worked with Prof. Szymon Rusinkiewicz. Before that, I earned my B.Eng. in Computer Engineering from HKUST, advised by Prof. Chi-Keung Tang.

Publications

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Kefan Chen, Chaerin Min, Linguang Zhang, Shreyas Hampali, Cem Keskin, Srinath Sridhar

FoundHand: Large-Scale Domain-Specific Learning for Controllable Hand Image Generation

Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2025

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Prithviraj Banerjee, Sindi Shkodrani, Pierre Moulon, Shreyas Hampali, Shangchen Han, Fan Zhang, Linguang Zhang, Jade Fountain, Edward Miller, Selen Basol, Richard Newcombe, Robert Wang, Jakob Julian Engel, Tomas Hodan

HOT3D: Hand and Object Tracking in 3D from Egocentric Multi-View Videos

Proceedings of the Computer Vision and Pattern Recognition Conference (CVPR), 2025

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Mark Richardson, Fadi Botros, Yangyang Shi, Pinhao Guo, Bradford J Snow, Linguang Zhang, Jingming Dong, Keith Vertanen, Shugao Ma, Robert Wang

StegoType: Surface Typing from Egocentric Cameras

ACM Symposium on User Interface Software and Technology (UIST), 2024

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Chenhongyi Yang, Anastasia Tkach, Shreyas Hampali, Linguang Zhang, Elliot J Crowley, Cem Keskin

EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation

European Conference on Computer Vision (ECCV), 2024

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Julian Tanke, Linguang Zhang, Amy Zhao, Chengcheng Tang, Yujun Cai, Lezi Wang, Po-Chen Wu, Juergen Gall, Cem Keskin

Social Diffusion: Long-Term Multiple Human Motion Anticipation

IEEE/CVF International Conference on Computer Vision (ICCV), 2023

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Zhixuan Yu, Linguang Zhang, Yuanlu Xu, Chengcheng Tang, Luan Tran, Cem Keskin, Hyun Soo Park

Multiview Human Body Reconstruction from Uncalibrated Cameras

Advances in Neural Information Processing Systems (NeurIPS), 2022

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Shangchen Han, Po-chen Wu, Yubo Zhang, Beibei Liu, Linguang Zhang, Zheng Wang, Weiguang Si, Peizhao Zhang, Yujun Cai, Tomas Hodan, Randi Cabezas, Luan Tran, Muzaffer Akbay, Tsz-Ho Yu, Cem Keskin, Robert Wang

UmeTrack: Unified Multi-View End-to-End Hand Tracking for VR

SIGGRAPH Asia Conference Papers, 2022

Identity-Aware Hand Mesh Estimation

Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie

Identity-Aware Hand Mesh Estimation and Personalization from RGB Images

European Conference on Computer Vision (ECCV), 2022

Neural Correspondence Field

Lin Huang, Tomas Hodan, Lingni Ma, Linguang Zhang, Luan Tran, Christopher Twigg, Po-Chen Wu, Junsong Yuan, Cem Keskin, Robert Wang

Neural Correspondence Field for Object Pose Estimation

European Conference on Computer Vision (ECCV), 2022

PhD Dissertation

Linguang Zhang

Learning and Deploying Local Features

Ph.D. Dissertation, 2019

Summed-Area Table Convolution

Linguang Zhang, Maciej Halber, Szymon Rusinkiewicz

Accelerating Large-Kernel Convolution Using Summed-Area Tables

ArXiv, 2019

Dynamic Soft Margin

Linguang Zhang, Szymon Rusinkiewicz

Learning Local Descriptors with a CDF-Based Dynamic Soft Margin

IEEE International Conference on Computer Vision (ICCV), 2019

Micro GPS

Linguang Zhang, Adam Finkelstein, Szymon Rusinkiewicz

High-Precision Localization Using Ground Texture

IEEE International Conference on Robotics and Automation (ICRA), 2019

Keypoint Detection

Linguang Zhang, Szymon Rusinkiewicz

Learning to Detect Features in Texture Images

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

3D Scanning

Xinyi Fan, Linguang Zhang, Benedict Brown, Szymon Rusinkiewicz

Automated View and Path Planning for Scalable Multi-Object 3D Scanning

ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 2016

Robot in a Room

Shuran Song, Linguang Zhang, Jianxiong Xiao

Robot In a Room: Toward Perfect Object Recognition in Closed Environments

ArXiv, 2015

3D ShapeNets

Zhirong Wu, Shuran Song, Aditya Khosla, Fisher Yu, Linguang Zhang, Xiaoou Tang, Jianxiong Xiao

3D ShapeNets: A Deep Representation for Volumetric Shapes

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015

Work Experience

Meta Reality Labs
Senior Staff Research Scientist, 2019~Now
Facebook Reality Labs (Oculus Research)
Research Intern, 2018
NVIDIA - Visual Computing Research
Research Intern, 2016
Intel - Visual Computing Lab
Research Intern, 2015
Lenove Research HK
Intern, 2014
DJI
Intern, 2014