Yimin Zhao

I am a PhD student doing robotics research at National University of Singapore (NUS), supervised by Dr. Yeoh Ker-Wei, Justin. I am interested in applying machine learning methods in robotics, especially in autonomous vehicles.

Interests: Machine Learning in Robotics; Neural Network; Autonomous Vehicles;

Bio: I graduated as a BSc of Computer Science from University of Leeds (UoL). During that time, I focused on the researches of applying machine learning methods on EEG analysis to control robot and solve mental health issues. After that, I took a MSc of Robotics in NUS, and researched on autonomous driving supervised by Prof. Marcelo H. Ang Jr. in Advanced Robotics Centre.

Please do not hesitate to contact me for any inquiries! 在此查看中文版。

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Awards
National Second Prize, 2021 China-US Young Maker Competition (CUYMC)
Successful Participant, 2021 Mathematical Contest in Modeling

Publications

Feature Fusion Based on~Mutual-Cross-Attention Mechanism for~EEG Emotion Recognition
Yimin Zhao, Jin Gu
Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024, 2024
Project Page / Paper / Code /

inproceedings{Zhao2024MCA, 
	author = {Yimin Zhao and Jin Gu}, 
	title = {Feature Fusion Based on~Mutual-Cross-Attention Mechanism for~EEG Emotion Recognition}, 
	booktitle = {Medical Image Computing and Computer Assisted Intervention -- MICCAI 2024}, 
	year = {2024}, 
}

The Mind Commands You: Combining Brain-Computer Interactions with Augmented Reality to Control Internet of Things (IoT) Tools, and Robotic Platforms
Haohong Wang, Shenghao Gao, Yimin Zhao, Maojia Song, Heng Wang, Damien Rompapas
2022 IEEE 5th International Conference on Electronics Technology (ICET), 2022
Project Page / Paper /

inproceedings{Wang2022Rolling, 
	author = {Haohong Wang and Shenghao Gao and Yimin Zhao and Maojia Song and Heng Wang and Damien Rompapas}, 
	title = {The Mind Commands You: Combining Brain-Computer Interactions with Augmented Reality to Control Internet of Things (IoT) Tools, and Robotic Platforms}, 
	booktitle = {2022 IEEE 5th International Conference on Electronics Technology (ICET)}, 
	year = {2022}, 
}

University Projects

Autonomous Parking Simulation Based on MPC-SAC
Yimin Zhao, Guorong Zhang, Zeren Zhong
ME5418 Machine Learning in Robotics Final Project, 2024
Project Page / Paper / Video / Code /

autonomousparking{Zhao2024Parking, 
	author = {Yimin Zhao and Guorong Zhang and Zeren Zhong}, 
	title = {Autonomous Parking Simulation Based on MPC-SAC}, 
	booktitle = {ME5418 Machine Learning in Robotics Final Project}, 
	year = {2024}, 
}

Autonomous Vehicle SLAM, Perception, and Navigation
Yimin Zhao, Zhenbiao Huang, Yanqiao Huang, Ruiyang Chen, Yifei Mo
ME5413 Autonomous Mobile Robotics Final Project, 2024
Project Page / Paper / Video / Code / Slides /

autonomousdriving{Zhao2024Autonomous, 
	author = {Yimin Zhao and Zhenbiao Huang and Yanqiao Huang and Ruiyang Chen and Yifei Mo}, 
	title = {Autonomous Vehicle SLAM, Perception, and Navigation}, 
	booktitle = {ME5413 Autonomous Mobile Robotics Final Project}, 
	year = {2024}, 
}

Soft Robot RL-Control based on Elastica Simulator
Yimin Zhao, Yi Lin, Pengyu Wang, Xiangge Liu
ME5423 Topics in Robotics Final Project, 2024
Project Page / Paper / Video / Code /

softrl{Zhao2024SoftRL, 
	author = {Yimin Zhao and Yi Lin and Pengyu Wang and Xiangge Liu}, 
	title = {Soft Robot RL-Control based on Elastica Simulator}, 
	booktitle = {ME5423 Topics in Robotics Final Project}, 
	year = {2024}, 
}

Classification of French Dialects Based on Weka
Yimin Zhao, Yunzhu Liu, Yang Xiao, Lingfeng Ren, Chenghao Zhao, Junhong Lou
XJCO2121 Data Mining Module Project, 2022
Project Page / Paper /

datamining{Zhao2022Mining, 
	author = {Yimin Zhao and Yunzhu Liu and Yang Xiao and Lingfeng Ren and Chenghao Zhao and Junhong Lou}, 
	title = {Classification of French Dialects Based on Weka}, 
	booktitle = {XJCO2121 Data Mining Module Project}, 
	year = {2022}, 
}

Functioning Fungi: A model based on climate and interaction trait
Yimin Zhao, Zhengkun Shi, Zheng Wang
Mathematical Contest in Modeling, 2021
Project Page / Paper /

mathematicalmodeling{Zhao2021Modeling, 
	author = {Yimin Zhao and Zhengkun Shi and Zheng Wang}, 
	title = {Functioning Fungi: A model based on climate and interaction trait}, 
	booktitle = {Mathematical Contest in Modeling}, 
	year = {2021}, 
}

Homepage Template

This web page is developed based on Michael Niemeyer's template. You can visit his Github Repository to create your own personal website. Moreover, I developed a goal-setting website named MyOKR. Welcome to try it!