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博士研究生,共青团员 |
我现在是一名就读于上海交通大学生物医学工程学院&医疗机器人研究院的博士生(2022级)。在此之前, 我于2022年6月在上海交通大学生物医学工程学院获得了生物医学工程专业的工学学士学位和数学与应用数学的辅修学位, 本科连续三学年专业排名专业第一(1/72)。
研究兴趣: 计算机视觉,深度学习,生物医学信号/图像处理,人体行为认知分析,手术机器人。
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博士 上海交通大学医疗机器人研究院 (2022.9 ~ 2027.6)
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本科 上海交通生物医学工程学院 (2018.9 ~ 2022.6)
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高中 山东省德州市第一中学 (2015.9 ~ 2018.6)
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UPAMNet: A Unified Photoacoustic Microscopy Images Reconstruction Network Guided by Deep Knowledge Priors
Yuxuan Liu, Jiasheng Zhou, Yating Luo, Jinkai Li, Sung-Liang Chen, Yao Guo and Guang-Zhong Yang
Photoacoustics (PACS), 2024.[PDF][Github]
Fast Photoacoustic Microscopy with Robot Controlled Microtrajectory Optimization
Yating Luo†, Yuxuan Liu†, Jiasheng Zhou, Sung-Liang Chen, Yao Guo and Guang-Zhong Yang
IEEE International Conference on Robotics and Automation (ICRA), 2024.[PDF]
EgoFish3D: Egocentric 3D Pose Estimation from a Fisheye Camera via Self-Supervised Learning
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yijun Chen, Yao Guo and Guang-Zhong Yang
IEEE Transactions on Multimedia (TMM), 2023.[PDF][Github]
EgoHMR: Egocentric Human Mesh Recovery via Hierarchical Latent Diffusion Model
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yao Guo and Guang-Zhong Yang
IEEE International Conference on Robotics and Automation (ICRA), 2023.[PDF][Github]
Ego+X: An Egocentric Vision System for Global 3D Human Pose Estimation and Social Interaction Characterization
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yao Guo and Guang-Zhong Yang
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022. [PDF][Github]
PoseSDF++: Point Cloud-based 3D Human Pose Estimation via Implicit Neural Representation
Jianxin Yang, Yuxuan Liu, Jinkai Li, Xiao Gu, Guang-Zhong Yang and Yao Guo
IEEE Transactions on Industrial Informatics, 2024.[PDF]
Intraoperative assessment of microimplantation-induced acute brain inflammation with titanium oxynitride-based plasmonic biosensor
Linlin Liu, Danhua Wang, Yating Luo, Yuxuan Liu, Yao Guo, Guang-Zhong Yang, Guangyu Qiu
Biosensors and Bioelectronics, 2024.[PDF]
A Microscopic Vision-based Robotic System for Floating Electrode Assembly
Yujian An, Jianxin Yang, Bingze He, Yuxuan Liu, Yao Guo and Guang-Zhong Yang
IEEE/ASME Transactions on Mechatronics (TMech), 2024.[PDF]
EasyGaze3D: Towards Effective and Flexible 3D Gaze Estimation from a Single RGB Camera
Jinkai Li, Jianxin Yang, Yuxuan Liu, Zhen Li, Guang-Zhong Yang and Yao Guo
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.[PDF][Github]
Detection and Assessment of Parkinson's Disease based on Gait Analysis: A Survey
Yao Guo, Jianxin Yang, Yuxuan Liu, Xun Chen and Guang-Zhong Yang
Frontiers in Aging Neuroscience, 2022. [PDF]
PoseSDF: Simultaneous 3D Human Shape Reconstruction and Gait Pose Estimation Using Signed Distance Functions
Jianxin Yang, Yuxuan Liu, Xiao Gu, Guang-Zhong Yang and Yao Guo
IEEE International Conference on Robotics and Automation (ICRA), 2022.[PDF]
Tackling Long-Tailed Category Distribution Under Domain Shifts
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, and Guang-Zhong Yang
European Conference on Computer Vision (ECCV), 2022. [Project][Github]