Ruiyang Hao | AIR THU

About Me

I am a Research Assistant at the Big Data Intelligence Lab, Institute for AI Industry Research (AIR), Tsinghua University, supervised by Prof. Zaiqing Nie. Prior to this, I obtained the MPhil degree from Department of Automation, Tsinghua University, supervised by Prof. Biqing Huang, and obtained the BEng degree (with Hons.) from Shenyuan Honors College, Beihang University, working closely with Prof. Ying Cheng and Prof. Fei Tao. Additionally, I once interned at SenseTime Research, working closely with Dr. Jiang Wu.

Research Interests: The automatic system is an exciting and popular topic. My research interests involve the vision perception algorithms and decision-making in autonomous systems. It is exhilarating to be able to contribute to this field.

I'm looking for a PhD position (Expect to enroll in 2025). My full Curriculum Vitae (CV) is here (updated in Mar 2024)

Experiences

	2023.07 - now Research Assistant	Institute for AI Industry Research (AIR), Tsinghua University
	2022.06 - 2022.10 Research Intern	Emerging Innovation Group, SenseTime Research
	2020.09 - 2023.07 Master Student	Department of Automation, Tsinghua University GPA: *4.00/4.00*
	2016.09 - 2020.06 Undergraduate Student	Shenyuan Honors Collage, Beihang University GPA: *3.83/4.00*

Selected Publications

CVPR2024

RCooper: A Real-world Large-scale Dataset for Roadside Cooperative Perception

Ruiyang Hao^*, Siqi Fan^*, Yingru Dai, Zhenlin Zhang, Chenxi Li, Yuntian Wang, Haibao Yu, Wenxian Yang, Jirui Yuan, and Zaiqing Nie^† (^* equal contributions)

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), 2024.

PAPER REF Codes

AEI

Efficient surface defect detection using self-supervised learning strategy and segmentation network

Ronge Xu^*, Ruiyang Hao^*, and Biqing Huang^† (^* equal contribution)

Advanced Engineering Informatics (AEI), 2022, 52: 101566. IF: 8.8.

PAPER REF

JIM

A steel surface defect inspection approach towards smart industrial monitoring

Ruiyang Hao, Bingyu Lu, Ying Cheng, Xiu Li^†, and Biqing Huang^†

Journal of Intelligent Manufacturing (JIM), 2021, 32(7): 1833-1843. IF: 8.3.

PAPER REF

CAIE

Manufacturing service supply-demand optimization with dual diversities for industrial internet platforms

Ruiyang Hao, Ying Cheng^†, Yongping Zhang, and Fei Tao

Computers and Industrial Engineering (CAIE), 2021, 156: 107237. IF: 7.9.

PAPER REF

Other Publications

Jiaxun Wang, Xiang Wang, Ruiyang Hao, Haonan Yin, Biqing Huang^†, Xiao Xu, and Jingxian Liu. (2024). Incremental Template Neighborhood Matching for 3D Anomaly Detection. Neurocomputing (NEUCOM), 581: 127483. IF: 6.0. PAPER, REF
Yani Wang, Xiang Wang, Ruiyang Hao, Bingyu Lu, and Biqing Huang^†. (2024). Metal Surface Defect Detection Method Based on Improved Cascade R-CNN. Journal of Computing and Information Science in Engineering (JCISE), 24(4), 041002. IF: 3.1. PAPER, REF

Projects

See more details of my projects.

Vision Perception & Planning for Autonomous Driving, at AIR, Tsinghua University.
Mainly contribute to roadside cooperative perception and end-to-end autonomous driving.
Vision Perception for Industrial Defect Inspection, at DA, Tsinghua University.
Mainly contribute to address issues about long-tail recognition, data-efficient learning, and complex feature extraction.
Vision Perception for UAV Remote Sensing, at EIG, SenseTime Research.
Mainly contribute to UAV-view semantic segmentation for narrow targets.
Evolutionary Computation in Industry, at Beihang University.
Mainly contribute to Industrial Service Supply-Demand Optimization.

Services

Journal Reviewer

Advanced Engineering Informatics (AEI), since 2023.
Journal of Industrial Information Integration, since 2023.
Journal of Real-Time Image Processing (JRTIP), since 2023.
The Visual Computer (VIS COMPUT), since 2023.

Membership

Member, Computer Vision Foundation (CVF), since 2024.
Secretary, Graduate Thesis Examination Committee, Tsinghua University, 2023.

Selected Awards

National Scholarship, the Top Scholarship in China, in 2018, top 1%.
First-class Excellence Scholarship, awarded by Tsinghua Univ., in 2022, top 2.5%.
First-class Excellence Scholarship, awarded by Tsinghua Univ., in 2021, top 2.5%.
Outstanding graduate & the honored degree, awarded by Beihang Univ., in 2020, top 5%.
Meritorious Prize of Interdisciplinary Contest in Modeling, awarded by the American Consortium for Mathematics and Its Applications, in 2019, top 8% of contestants.
Meritorious Prize of Interdisciplinary Contest in Modeling, awarded by the American Consortium for Mathematics and Its Applications, in 2018, top 8% of contestants.