Xingyi Li (李星毅)

I am a research engineer at Tencent. I earned both my bachelor’s and master’s degrees from the School of Artificial Intelligence and Automation at Huazhong University of Science and Technology (HUST), where I was mentored by Prof. Zhiguo Cao.

Email  /  Google Scholar  /  GitHub

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Education
M.Eng. in Artificial Intelligence | School of Artificial Intelligence and Automation, Huazhong University of Science and Technology
Time: Sep. 2021 - Jun. 2024
Advisor: Prof. Zhiguo Cao
B.Eng. in Automation | School of Artificial Intelligence and Automation, Huazhong University of Science and Technology
Time: Sep. 2017 - Jun. 2021
Experience
Research Engineer | Tencent
Time: Jul. 2024 - Present
Research Assistant | S-Lab for Advanced Intelligence, Nanyang Technological University
Time: Feb. 2023 - Feb. 2024
Advisor: Prof. Guosheng Lin
Research Intern | Xi'an Research & Development Institute, Huawei
Time: Jul. 2022 - Sep. 2022
Advisor: Dr. Weicai Zhong
Publications
S-DyRF: Reference-Based Stylized Radiance Fields for Dynamic Scenes
Xingyi Li, Zhiguo Cao, Yizheng Wu, Kewei Wang, Ke Xian, Zhe Wang, Guosheng Lin
[CVPR 2024]
project / arXiv / code
DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video
Huiqiang Sun, Xingyi Li, Liao Shen, Xinyi Ye, Ke Xian, Zhiguo Cao
[CVPR 2024]
project
Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations
Kewei Wang, Yizheng Wu, Jun Cen, Zhiyu Pan, Xingyi Li, Zhe Wang, Zhiguo Cao, Guosheng Lin
[CVPR 2024]
Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix
Kewei Wang, Yizheng Wu, Zhiyu Pan, Xingyi Li, Ke Xian, Zhe Wang, Zhiguo Cao, Guosheng Lin
[AAAI 2024]
arXiv / code
Make-It-4D: Synthesizing a Consistent Long-Term Dynamic Scene Video from a Single Image
Liao Shen, Xingyi Li, Huiqiang Sun, Juewen Peng, Ke Xian, Zhiguo Cao, Guosheng Lin
[ACM MM 2023]
paper / arXiv / code
3D Cinemagraphy from a Single Image
Xingyi Li, Zhiguo Cao, Huiqiang Sun, Jianming Zhang, Ke Xian, Guosheng Lin
[CVPR 2023]
project / paper / arXiv / video / code / supplementary / poster

SymmNeRF: Learning to Explore Symmetry Prior for Single-View View Synthesis
Xingyi Li, Chaoyi Hong, Yiran Wang, Zhiguo Cao, Ke Xian, Guosheng Lin
[ACCV 2022 Oral]
paper / arXiv / video / code / supplementary / poster

DoF-NeRF: Depth-of-Field Meets Neural Radiance Fields
Zijin Wu, Xingyi Li, Juewen Peng, Hao Lu, Zhiguo Cao, Weicai Zhong
[ACM MM 2022]
paper / arXiv / video / code / supplementary

Less is More: Consistent Video Depth Estimation with Masked Frames Modeling
Yiran Wang, Zhiyu Pan, Xingyi Li, Zhiguo Cao, Ke Xian, Jianming Zhang
[ACM MM 2022]
paper / arXiv / video / code / supplementary / poster

Background-Aware Domain Adaptation for Plant Counting
Min Shi, Xing-Yi Li, Hao Lu, Zhi-Guo Cao
[Frontiers in Plant Science 2022]
paper

Knowledge distillation for fast and accurate monocular depth estimation on mobile devices
Yiran Wang, Xingyi Li, Min Shi, Ke Xian, Zhiguo Cao
[CVPRW 2022 Runner-Up Award]
paper

Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report
Andrey Ignatov, Grigory Malivenko, David Plowman, Samarth Shukla, Radu Timofte, Ziyu Zhang, Yicheng Wang, Zilong Huang, Guozhong Luo, Gang Yu, Bin Fu, Yiran Wang, Xingyi Li, et al.
[CVPRW 2022]
paper

Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study
Hongling Zhu, Cheng Cheng, Hang Yin, Xingyi Li, Ping Zuo, Jia Ding, Fan Lin, Jingyi Wang, Beitong Zhou, Yonge Li, Shouxing Hu, Yulong Xiong, Binran Wang, Guohua Wan, Xiaoyun Yang, Ye Yuan
[The Lancet Digital Health 2020]
paper

Projects
SAD: Segment Any RGBD
Jun Cen, Yizheng Wu, Kewei Wang, Xingyi Li, Jingkang Yang, Yixuan Pei, Lingdong Kong
Got more than 700 stars on Github, and more than 1k Likes and 140k Views on Twitter!
arXiv / code


Template adapted from Jon Barron website.