Zixu Zhao

Ph.D. Student

Rm 1024, Ho Sin-Hang Engineering Building
Dept. of Computer Science and Engineering
The Chinese University of Hong Kong
Shatin, N.T., Hong Kong

Email: zxzhao@cse.cuhk.edu.hk

Biography

I am a fourth-year PhD student in MiuLar Lab in Department of Computer Science and Engineering, The Chinese University of Hong Kong, supervised by Prof. Pheng-Ann Heng. Before that, I did research in MSRA, supervised by Prof. Xu Yan, for one year. Previously, I received the BEng degree in Electronic and Information Engineering from Beihang University, Beijing, in 2017. I also received the BMgmt degree in Business Administration from Beihang University at the same time.

My research interests include video understanding, computer vision, surgical robot, etc.

News

[09/2021] Two papers submitted to ICRA 2022.
[07/2021] One paper accepted by ICCV 2021.
[07/2021] One paper accepted to ICCV 2021.
[03/2021] One paper accepted by ICRA 2021. One paper accepted by IPMI 2021.
[04/2020] I passed my PhD qualify exam.
[11/2019] I ended my research internship in Imsight Technology Co., Ltd, Hong Kong.
[10/2019] Our team ranked 5th in 2019 MICCAI PAIP Liver Cancer Segmentation Challenge.

Selected Publications [Google Scholar]

	Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning. Zixu Zhao, Yueming Jin, Pheng-Ann Heng. International Conference on Computer Vision (ICCV), 2021. [paper][video][poster][project]
	One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video. Zixu Zhao, Yueming Jin, Bo Lu, Chi-Fai Ng, Qi Dou, Yun-Hui Liu, Pheng-Ann Heng. IEEE International Conference on Robotics and Automation (ICRA), 2021.(Oral) [paper][code][video]
	Anchor-guided Online Meta Adaptation for Fast One-Shot In strument Segmentation from Robotic Surgical Videos. Zixu Zhao, Yueming Jin, Junming Chen, Bo Lu, Chi-Fai Ng, Qi Dou, Pheng-Ann Heng. Medical Image Analysis (MedlA, IF: 11.15), 2021. [paper]
	Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical Video. Zixu Zhao, Yueming Jin, Xiaojie Gao, Qi Dou, Pheng-Ann Heng. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020.(Oral) [paper][code][video]
	PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis. Zixu Zhao, HuangJing Lin, Hao Chen, Pheng-Ann Heng. Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019. [paper]
	Temporal Memory Relation Network for Workflow Recognition from Surgical Video. Yueming Jin, Yonghao Long, Cheng Chen, Zixu Zhao, Qi Dou, Pheng-Ann Heng. IEEE Transactions on Medical Imaging (TMI, IF: 10.05), 2021. [paper][code]
	Future Frame Prediction for Robot-assisted Surgery. Xiaojie Gao, Yueming Jin, Zixu Zhao, Qi Dou, Pheng-Ann Heng. Information Processing in Medical Imaging (IPMI), 2021. (Oral) [paper][ppt]
	MRI Cross-Modality Image-to-Image Translation. Qianye Yang, Nannan Li, Zixu Zhao, Xingyu Fan, Eric I-Chao Chang, Yan Xu. Scientific Reports*(IF: 4.00), 2020. [paper]

Honors & Awards

Postgraduate Scholarship in Hong kong, 2018-2022

Teaching Assistant of Merit, 2019

Outstanding Graduates of Beijing, 2017

National Scholarship in China, 2016

Teaching

2020-2021	Spring	CENG3410 Smart Hardware Design
2019-2020	Spring	CENG3410 Smart Hardware Design
2019-2020	Fall	CSCI1510 Computer Principle and C Programming
2018-2019	Spring	CENG3410 Smart Hardware Design
2018-2019	Fall	ENGG2440A Discrete Mathematics