Mr. Jiahao Nie | Image Processing | Best Researcher Award
ย Summary
Mr. Jiahao Nie is a dedicated Ph.D. candidate at Hangzhou Dianzi University (HDU) and Hanyang University (HYU), specializing in computer vision, 2D image processing, and 3D point cloud processing. Under the guidance of Prof. Zhiwei He and Assoc. Prof. Dong-Kyu Chae, he is actively engaged in cutting-edge research in autonomous driving and object tracking.
ย Education
- Ph.D. in Electronic Science and Technology (HDU, 2022-2025)
- Joint Ph.D. in Computer Science (HYU, 2024-2025)
- B.Eng. in Electronic Information Engineering (HDU, 2020-2022)
ย Research Interests
His research is primarily focused on computer vision, including 2D image processing, 3D point cloud processing, and object tracking for autonomous driving.
Honors & Awards
- Ph.D. National Scholarship (Rank: 1/75)ย |ย Full Postgraduate Scholarship (2020-2025)
- First-Class Academic Scholarship (Top 3%)ย |ย National Scholarship for Studying Abroad (2023)
Academic Contributions
- Reviewer for ICCV, CVPR, ICLR, ICML, ECCV, NeurIPS, AAAI, ACM MM
- Presenter at ICLR (2024), IJCAI (2023), AAAI (2023)
Publications
TTSNet: state-of-charge estimation of Li-ion battery in electrical vehicles with temporal transformer-based sequence network
- Authors: Zhengyi Bao, Jiahao Nie, Huipin Lin, Kejie Gao, Zhiwei He, Mingyu Gao
- Journal: IEEE Transactions on Vehicular Technology
- Year: 2024
A fine-grained feature decoupling based multi-source domain adaptation network for rotating machinery fault diagnosis
- Authors: Xiaorong Zheng, Jiahao Nie, Zhiwei He, Ping Li, Zhekang Dong, Mingyu Gao
- Journal: Reliability Engineering & System Safety
- Year: 2024
A progressive multi-source domain adaptation method for bearing fault diagnosis
- Authors: Xiaorong Zheng, Zhiwei He, Jiahao Nie, Ping Li, Zhekang Dong, Mingyu Gao
- Journal: Applied Acoustics
- Year: 2024
Dual-task learning for joint state-of-charge and state-of-energy estimation of lithium-ion battery in electric vehicle
- Authors: Zhengyi Bao, Jiahao Nie, Huipin Lin, Zhi Li, Kejie Gao, Zhiwei He, Mingyu Gao
- Journal: IEEE Transactions on Transportation Electrification
- Year: 2024
TM2B: Transformer-Based Motion-to-Box Network for 3D Single Object Tracking on Point Clouds
- Authors: Anqi Xu, Jiahao Nie*, Zhiwei He, Xudong Lv
- Journal: IEEE Robotics and Automation Letters
- Year: 2024