2026 Yinda Zhang: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Rising Stars	39	679	679	102	102	78	11188
Computer Science	38	9989	9705	4207	4033	125	10546

Research.com Recognitions

2025 - Research.com Rising Stars Award

Overview

Yinda Zhang is affiliated with Google in the United States and has contributed extensively to the fields of Computer Science and Engineering, with a primary focus on Computer Vision and Pattern Recognition, Computational Mechanics, and Computer Graphics and Computer-Aided Design.

Their research work spans several main topics, including:

Advanced Vision and Imaging
3D Shape Modeling and Analysis
Computer Graphics and Visualization Techniques
Human Pose and Action Recognition
Optical Measurement and Interference Techniques
Advanced Image and Video Retrieval Techniques
Generative Adversarial Networks and Image Synthesis

Zhang has published numerous papers, with notable recent works such as:

Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering, 2021, presented at the 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
Interacting Two-Hand 3D Pose and Shape Reconstruction from Single Color Image, 2021, presented at the 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
Pixel2Mesh: 3D Mesh Model Generation via Image Guided Deformation, 2020, published in IEEE Transactions on Pattern Analysis and Machine Intelligence
On-off sketch, 2020, published in Proceedings of the VLDB Endowment
Multiresolution Deep Implicit Functions for 3D Shape Representation, 2021, presented at the 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Yinda Zhang frequently collaborates with a group of coauthors, including Zhaopeng Cui, Yanwei Fu, Sean Fanello, Xiangyang Xue, and Hujun Bao.

The main venues where Zhang's work is published include:

arXiv (Cornell University)
2021 IEEE/CVF International Conference on Computer Vision (ICCV)
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Image Processing
Proceedings of the VLDB Endowment

Best Publications

LSUN: Construction of a Large-scale Image Dataset using Deep Learning with Humans in the Loop

Fisher Yu;Yinda Zhang;Shuran Song;Ari Seff

1841
Citations
Matterport3D: Learning from RGB-D Data in Indoor Environments

Angel Chang;Angela Dai;Thomas Funkhouser;Maciej Halber

1716
Citations
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Nanyang Wang;Yinda Zhang;Zhuwen Li;Yanwei Fu

1397
Citations
Matterport3D: Learning from RGB-D Data in Indoor Environments

Angel Chang;Angela Dai;Thomas Funkhouser;Maciej Halber

516
Citations
Multi-Level Semantic Feature Augmentation for One-Shot Learning

Zitian Chen;Yanwei Fu;Yinda Zhang;Yu-Gang Jiang

438
Citations
Deep Depth Completion of a Single RGB-D Image

Yinda Zhang;Thomas Funkhouser

415
Citations
DeepLiDAR: Deep Surface Normal Guided Depth Prediction for Outdoor Scene From Sparse LiDAR Data and Single Color Image

Jiaxiong Qiu;Zhaopeng Cui;Yinda Zhang;Xingdi Zhang

397
Citations
TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking.

Pingmei Xu;Krista A. Ehinger;Yinda Zhang;Adam Finkelstein

320
Citations
Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

Yinda Zhang;Shuran Song;Ersin Yumer;Manolis Savva

290
Citations
PanoContext: A Whole-Room 3D Context Model for Panoramic Scene Understanding

Yinda Zhang;Shuran Song;Ping Tan;Jianxiong Xiao

288
Citations
DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing

Shaohui Liu;Yinda Zhang;Songyou Peng;Boxin Shi

276
Citations
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation

Chao Wen;Yinda Zhang;Zhuwen Li;Yanwei Fu

264
Citations
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching

Vladimir Tankovich;Christian Hane;Yinda Zhang;Adarsh Kowdle

203
Citations
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering

Bangbang Yang;Yinda Zhang;Yinghao Xu;Yijin Li

200
Citations
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images

Nanyang Wang;Yinda Zhang;Zhuwen Li;Yanwei Fu

138
Citations
CocoSketch: high-performance sketch-based measurement over arbitrary partial key query

Yinda Zhang;Zaoxing Liu;Ruixin Wang;Tong Yang

116
Citations
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems

Yinda Zhang;Yinda Zhang;Sameh Khamis;Christoph Rhemann;Julien P. C. Valentin

114
Citations
Joint Hand Detection and Rotation Estimation Using CNN

Xiaoming Deng;Yinda Zhang;Shuo Yang;Ping Tan

109
Citations
Holistic 3D Scene Understanding from a Single Image with Implicit Representation

Cheng Zhang;Zhaopeng Cui;Yinda Zhang;Bing Zeng

102
Citations
Hand3D: Hand Pose Estimation using 3D Neural Network.

Xiaoming Deng;Shuo Yang;Yinda Zhang;Ping Tan

100
Citations
NeuMesh: Learning Disentangled Neural Mesh-based Implicit Field for Geometry and Texture Editing

Unknown

98
Citations
NeuMesh: Learning Disentangled Neural Mesh-Based Implicit Field for Geometry and Texture Editing

Unknown

96
Citations
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching

Vladimir Tankovich;Christian Häne;Sean Fanello;Yinda Zhang

3
Citations
ActiveStereoNet: Unsupervised End-to-End Learning for Active Stereo Systems

Yinda Zhang;Sameh Khamis;Christoph Rhemann;Julien Valentin

0
Citations

Frequent Co-Authors

Sean Ryan Fanello Google (United States)

Yanwei Fu Fudan University

Thomas Funkhouser Google (United States)

Shahram Izadi Google (United States)

Xiangyang Xue Fudan University

Ping Tan Simon Fraser University

Bing Zeng University of Electronic Science and Technology of China

Jianxiong Xiao AutoX, Inc.

Christoph Rhemann Google (United States)

Shuran Song Stanford University

External Links

Personal website of Yinda Zhang

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