Dr. Hao TANG (唐 昊)Centre for Smart Health, Postdoctoral FellowThe Hong Kong Polytechnic University Office: Room FJ-505, Chan Tai Ho Building Email: howard-hao.tang_at_polyu.edu.hk Google Scholar • Github • WeChat |
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About Me
Hi there 😄! I'm Hao (Howard) Tang, currently a postdoctoral fellow in the Centre for Smart Health at The Hong Kong Polytechnic University.
Before joining PolyU, I earned my Ph.D. degree from Nanjing University of Science and Technology in 2024, supervised by Prof. Jinhui Tang (IAPR Fellow) and co-supervised by Prof. Zechao Li.
From 2022 to 2024, I completed two significant visiting research periods: one at Singapore Management University under Prof. Shengfeng He,
and another at Singapore University of Technology and Design under Prof. Jun Liu.
My primary research interests include machine learning, computer vision, and medical image analysis, with a particular focus on fine-grained learning, data-efficient learning, and multi-modal learning, as well as their practical applications.
The ultimate goal of my research is to develop machines that can learn from Limited, Dynamic, and Imperfect data in real-world scenes like humans.
I'm always interested in meeting new people and hearing about potential collaborations. If you'd like to work together or get in contact with me, please feel free to email or add me on WeChat !😊
Recent News
- 2024/11: Invited as Editorial Board Member of the journal Medical Artificial Intelligence.
- 2024/09: I have joined HK PolyU as a postdoctoral fellow.
- 2024/07: One paper has been accepted by ACM Multimedia 2024.
- 2024/05: Successfully defend my PhD thesis. Heartfelt thanks to all my supporters.
- 2024/04: One paper has been accepted by IEEE TKDE (CCF-A, IF=8.90).
- 2024/04: One paper has been accepted by IEEE TNNLS (JCR Q1, IF=10.40).
- 2024/02: One paper has been accepted by CVPR 2024.
- 2024/02: One paper has been accepted by IEEE TCSVT (JCR Q1, IF=8.40).
- 2024/01: One paper has been newly selected as ESI Hot Paper (Top 0.1% of papers in the academic field).
Selected Publications
BlockMix: Meta Regularization and Self-Calibrated Inference for Metric-Based Meta-Learning
Hao Tang, Zechao Li, Zhimao Peng, and Jinhui Tang
ACM Multimedia 2020 Oral Presentation
Hao Tang, Zechao Li, Zhimao Peng, and Jinhui Tang
ACM Multimedia 2020 Oral Presentation
Learning Attention-Guided Pyramidal Features for Few-shot Fine-grained Recognition
Hao Tang, Chengcheng Yuan, Zechao Li, and Jinhui Tang
Pattern Recognition [Code]
IJCAI LTDL Workshop 2021 Best Paper Award & ESI Highly Cited Paper
Hao Tang, Chengcheng Yuan, Zechao Li, and Jinhui Tang
Pattern Recognition [Code]
IJCAI LTDL Workshop 2021 Best Paper Award & ESI Highly Cited Paper
Knowledge-Guided Semantic Transfer Network for Few-Shot Image Recognition
Zechao Li, Hao Tang, Zhimao Peng, Guo-jun Qi, and Jinhui Tang
IEEE Transactions on Neural Networks and Learning Systems [Code] ESI Hot Paper & ESI Highly Cited Paper
Zechao Li, Hao Tang, Zhimao Peng, Guo-jun Qi, and Jinhui Tang
IEEE Transactions on Neural Networks and Learning Systems [Code]
ESI Hot Paper & ESI Highly Cited Paper
Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment
Zican Zha, Hao Tang, Yunlian Sun, and Jinhui Tang
IEEE Transactions on Circuits and Systems for Video Technology [Code] ESI Highly Cited Paper
Zican Zha, Hao Tang, Yunlian Sun, and Jinhui Tang
IEEE Transactions on Circuits and Systems for Video Technology [Code]
ESI Highly Cited Paper
Honors & Awards
- Silver Award at FSL-Based High-speed Railway Catenary Image Detection and Analysis Workshop, ICIG 2021
- Best Paper Award at Long-Tailed Distribution Learning Workshop, IJCAI 2021
- Excellent Ph.D. Students Sponsorship Program of NJUST, 2021~2023
- First Prize Scholarship of Nanjing University of Science and Technology, 2018~2022
- Excellent Bachelor Thesis & Excellent Graduate at HEU, 2018
- First-class Innovation Scholarship, Ministry of Industry and Information Technology of China, 2017
Professional Services
- Editorial Board Member: • Medical Artificial Intelligence
- Journal Reviewer: • International Journal of Computer Vision (IJCV) • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) • IEEE Transactions on Image Processing (TIP) • IEEE Transactions on Information Forensics and Security (TIFS) • IEEE Transactions on Neural Networks and Learning Systems (TNNLS) • IEEE Transactions on Multimedia (TMM) • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) • IEEE TII, TAES, TITS, TBIOM, TETCI, SPL, IOT, etc. • Other Journals: PR, KBS, IS, TVC, IVC, MTA, IJIS, etc.
- Conference Reviewer / Program Committee Member: • Association for the Advancement of Artificial Intelligence (AAAI) • ACM International Conference on Multimedia (ACM MM) • International Joint Conference on Artificial Intelligence (IJCAI) • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) • International Conference on Learning Representations (ICLR)