Xingyi Li

Xingyi Li (李星毅)

I am a master's student at the School of Artificial Intelligence and Automation, Huazhong University of Science and Technology (HUST), advised by Prof. Zhiguo Cao. Before that, I received my bachelor's degree from HUST in 2021.

Email / Google Scholar / GitHub

Education

	M.Phil. \| School of Artificial Intelligence and Automation, Huazhong University of Science and Technology Time: Sep. 2021 - Present Advisor: Prof. Zhiguo Cao
	B.Eng. \| School of Artificial Intelligence and Automation, Huazhong University of Science and Technology Time: Sep. 2017 - Jun. 2021

Experience

Research Assistant | S-Lab for Advanced Intelligence, Nanyang Technological University
Time: Feb. 2023 - Feb. 2024
Advisor: Prof. Guosheng Lin

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.