Jiyuan Wang

Jiyuan Wang 王纪元

I am a first-year Ph.D.(Bachlor-straight-to-doctorate) student at Beijing Jiaotong University (BJTU) in MePro (led by Prof. Yao Zhao), supervised by Prof. Chunyu Lin. Prior to that, I received my undergraduate degree at Computer Science and Technology from BJTU.

Recently I am looking for a research intern position with a special interest in 3D perception and deep learning.

wangjiyuan@bjtu.edu.cn Google Scholar Github

Research Interests

I am interested in perception the depth information using deep learning, especially for some adverse conditions . These depth information provide extra critic cues for others computer vision tasks (e.g. semantics segmentation, multi-view reconstruction and so on) and demonstrate impressive performance.

Selected Publications

Preprint

DRL4AOI: A DRL Framework for Semantic-aware AOI Segmentation in Location-Based Services
Youfang Lin, Jinji Fu , Haomin Wen, Jiyuan Wang , Zhenjie Wei , Yuting Qiang, Xiaowei Mao, Liaxia Wu, Haoyuan Hu, Yuxuan Liang , Huaiyu Wan
[Paper] [Code]

2024

Digging into contrastive learning for robust depth estimation with diffusion models
Jiyuan Wang, Chunyu Lin, Lang Nie, Kang Liao, Shuwei Shao, Yao Zhao
ACM Multimedia (ACM MM)
[Paper] [Code]

WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions
Jiyuan Wang, Chunyu Lin, Lang Nie, Shujun Huang, Yao Zhao, Xing Pan, Rui Ai
IEEE International Conference on Robotics and Automation (ICRA)
[Paper] [Code]

2023

Overleafcopilot
Jiyuan Wang, Zhenjie Wei, Haomin Wen, and
Project (4000+ Users)
[Paper] [Main Page]

Selected Awards

Research and Innovation Scholarship of BJTU(Oct. 2023. 4% awarded.)
China National Scholarship (Oct. 2023. 3% awarded.)
Highest honor of BJTU: Zhixing Scholarship (Nov. 2022. 0.2% awarded.)
China National Scholarship (Oct. 2022. 3% awarded.)
Baosteel Scholarship(Oct. 2022. 0.2% awarded.)
China National Scholarship (Oct. 2021. 3% awarded.)