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Yijin Li

李易瑾

I am currently working at a startup company (Avolution AI). I obtained my Ph.D. degree from the ZJU3DV group of State Key Lab of CAD&CG, Zhejiang University in 2023, advised by Prof. Guofeng Zhang and Prof. Zhaopeng Cui. Before that, I got my bachelor degree from Sun Yat-Sen University. I have a broader interest in 3D vision technologies and generative models.

Publication

BlinkTrack: Feature Tracking over 100 FPS via Events and Images
Arxiv 2024
Yichen Shen*, Yijin Li*, Shuo Chen, Guanglin Li, Zhaoyang Huang, Hujun Bao, Zhaopeng Cui, Guofeng Zhang
(equal contribution)
Paper
Multi-View Neural 3D Reconstruction of Micro-/Nanostructures with Atomic Force Microscopy
Communications Engineering 2024 (Nature, Selected by Nature Reviews Materials (IF=79.8) as Research Highlight)
Shuo Chen*, Mao Peng*, Yijin Li, Bing-Feng Ju, Hujun Bao, Yuan-Liu Chen, Guofeng Zhang
(equal contribution)
Paper
template
A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding
NeurIPS 2024
Yitong Dong*, Yijin Li*, Zhaoyang Huang, Weikang Bian, Jingbo Liu, Hujun Bao, Zhaopeng Cui, Hongsheng Li, Guofeng Zhang
(equal contribution)
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
NeurIPS 2024
Junjie Ni, Guofeng Zhang, Guanglin Li, Xinyang Liu, Yijin Li, Zhaoyang Huang, Hujun Bao
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation using RGB Frames and Events
ECCV 2024
Yijin Li*, Yichen Shen*, Zhaoyang Huang*, Shuo Chen, Weikang Bian, Xiaoyu Shi, Fu-Yun Wang, Keqiang Sun, Hujun Bao, Zhaopeng Cui, Guofeng Zhang, Hongsheng Li
(equal contribution)
ZoLA: Zero-Shot Creative Long Animation Generation with Short Video Model
ECCV 2024 (Oral)
Fu-Yun Wang, Zhaoyang Huang, Qiang Ma, Guanglu Song, Xudong Lu, Weikang Bian, Yijin Li, Yu Liu, Hongsheng Li
Project Page
DiffInDScene: Diffusion-based High-Quality 3D Indoor Scene Generation
CVPR 2024
Xiaoliang Ju*, Zhaoyang Huang*, Yijin Li, Guofeng Zhang, Yu Qiao, Hongsheng Li
(equal contribution)
Paper Project Page
Context-TAP: Tracking Any Point Demands Spatial Context Features
NeurIPS 2023 (Spotlight)
Weikang Bian*, Zhaoyang Huang*, Xiaoyu Shi, Yitong Dong, Yijin Li, Hongsheng Li
(equal contribution)
Paper Project Page
Multi-Modal Neural Radiance Field for Monocular Dense SLAM with a Light-Weight ToF Sensor
ICCV 2023 (Oral)
Xinyang Liu, Yijin Li, Yanbin Teng, Hujun Bao, Guofeng Zhang, Yinda Zhang, Zhaopeng Cui
Paper Project Page
hybrid3d
Hybrid3D: learning 3D hybrid features with point clouds and multi-view images for point cloud registration
Science China Information Sciences 2023
Bangbang Yang, Zhaoyang Huang, Yijin Li, Han Zhou, Hongsheng Li, Guofeng Zhang, Hujun Bao
Paper
Flowformer: A transformer architecture and its masked cost volume autoencoding for optical flow
Arxiv 2023
Zhaoyang Huang, Xiaoyu Shi, Chao Zhang, Qiang Wang, Yijin Li, Hongwei Qin, Jifeng Dai, Xiaogang Wang, Hongsheng Li
Paper
BlinkFlow: A Dataset to Push the Limits of Event-based Optical Flow Estimation
IROS 2023
Yijin Li*, Zhaoyang Huang*, Shuo Chen, Xiaoyu Shi, Hongsheng Li, Hujun Bao, Zhaopeng Cui, Guofeng Zhang
(equal contribution)
Paper Project Page
PATS: Patch Area Transportation with Subdivision for Local Feature Matching
CVPR 2023
Junjie Ni*, Yijin Li*, Zhaoyang Huang, Hongsheng Li, Hujun Bao, Zhaopeng Cui, Guofeng Zhang
(equal contribution)
Paper Project Page
DELTAR: Depth Estimation from a Light-weight ToF Sensor And RGB Image
ECCV 2022
Yijin Li, Xinyang Liu, Wenqi Dong, Han Zhou, Hujun Bao, Guofeng Zhang, Yinda Zhang, Zhaopeng Cui
Paper Project Page Code
Neural Rendering in a Room: Amodal 3D Understanding and Free-Viewpoint Rendering for the Closed Scene Composed of Pre-Captured Objects
ACM Transactions on Graphics (SIGGRAPH 2022)
Bangbang Yang, Yinda Zhang, Yijin Li, Zhaopeng Cui, Sean Fanello, Hujun Bao, Guofeng Zhang
Paper Project Page Code
BlindHelper for Indoor Blind Navigation on Mobile Devices
Arxiv
Yijin Li, Runsen Xu, Bangbang Yang, Zhaopeng Cui, Hujun Bao, Guofeng Zhang
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering
ICCV 2021
Bangbang Yang, Yinda Zhang, Yinghao Xu, Yijin Li, Han Zhou, Hujun Bao, Guofeng Zhang, Zhaopeng Cui
Paper Project Page Code
Graph-based Asynchronous Event Processing for Rapid Object Recognition
ICCV 2021
Yijin Li, Han Zhou, Bangbang Yang, Ye Zhang, Zhaopeng Cui, Hujun Bao, Guofeng Zhang
Paper Project Page
vs-png
VS-Net: Voting with Segmentation for Visual Localization
CVPR 2021
Zhaoyang Huang*, Han Zhou*, Yijin Li, Bangbang Yang, Yan Xu, Xiaowei Zhou, Hujun Bao, Guofeng Zhang, Hongsheng Li
(equal contribution)
Paper Project Page Code
pats-png
NIID-Net: Adapting Surface Normal Knowledge for Intrinsic Image Decomposition in Indoor Scenes
TVCG 2020
Jundan Luo*, Zhaoyang Huang*, Yijin Li, Xiaowei Zhou, Guofeng Zhang, Hujun Bao
(equal contribution)
Paper Project Page Code

Experience

  • Ph.D in Computer Science at State Key Lab of CAD&CG of Zhejiang University.
  • Research intern at Sensetime, Hangzhou.
  • B.Eng. in Electronic Engineering at Sun Yat-Sen University.

    • Selected Awards

  • Transfar Scholarship Third Prize: 2021
  • Second Prize in China Graduate AI Innovation Competition: 2021 (Ranked 12/1500)
  • National Scholarship: 2017 (Ranked 1/114)