Bio.

Dr. Huang currently serves as an Assistant Professor at the Advanced Institute of Convergence Knowledge (So-Go-Chi) Informatics, Tohoku University (since April 2025), while completing his doctoral dissertation in the IIC Lab under the joint supervision of Prof. Shinichiro OMACHI and Prof. Tomo MIYAZAKI (Ph.D. March 2025). Prior to his current appointment, he attained his B.Eng. and M.Eng. (supervised by Prof. Zetao JIANG) from the Guilin University of Electronic Technology in 2018 and 2021, respectively, and honored to be a JSPS Research Fellow (日本学術振興会特別研究員 DC2, Research Fellowship for Young Scientis). He is also a visiting scholar at Harvard Medical School (working with Prof. Jinsong OUYANG and Prof. Xiaofeng LIU) and National Taiwan University (collaborating with Prof. Ai-Chun PANG). He has concentrated on computer vision and deep learning, with a particular inclination towards image processing, data science and pattern recognition.

🛎 News

• 2025/04 - Serve as Guest Editor for the APSIPA Trans. Signal Inf. Process. IF 3.2
• 2025/03 - KBS IF 7.2 +1
• 2025/02 - PR IF 7.5 +1
• 2025/01 - Serve as PC Member @ IJCAI-25
• 2025/01 - IEEE ISBI +1
• 2024/07 - IEEE NSS MIC +1
• 2024/07 - Awarded the 2024 JSPS Special Research Grant Allowance.
• 2024/05 - MIRU2024 +1
• 2024/05 - IRSRMamba is available.

Publications

🌟 IRSRMamba

IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model

Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Shinichiro Omachi

🌟 IR image super-resolution survey

Infrared Image Super-Resolution: Systematic Review, and Future Trends

Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Shinichiro Omachi

🌟 MICCAI 2022 Workshop (Oral)

Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN
Yongsong Huang, Qingzhong Wang, Shinichiro Omachi

• PR Yongsong Huang, Tomo Miyazaki, Xiaofeng Liu, Yafei Dong, Shinichiro Omachi. “Texture and Noise Dual Adaptation for Infrared Image Super-Resolution” Pattern Recognition 163 (2025): 111449.
• AIM Yongsong Huang, Wanqing Xie, Mingzhen Li, Ethan Xiao, Jane You, Xiaofeng Liu. “Source-free domain adaptive segmentation with class-balanced complementary self-training” Artificial Intelligence in Medicines 146 (2023): 102694.
• IPMI Yongsong Huang, Wanqing Xie, Mingzhen Li, Mingmei Cheng, Jinzhou Wu, Weixiao Wang, Jane You, Xiaofeng Liu. “Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation” International Conference on Information Processing in Medical Imaging. pp. 360-371.
• IEEE SPL Yongsong Huang, Zetao Jiang, Rushi Lan, Shaoqin Zhang, and Kui Pi. “Infrared Image Super-Resolution via Transfer Learning and PSRGAN.” IEEE Signal Processing Letters 28 (2021): 982-986.
• PRICAI (Oral) Yongsong Huang, Zetao Jiang, Qingzhong Wang, Qi Jiang and Guoming Pang ”Infrared Image Super-Resolution via Heterogeneous Convolutional Wasserstein GAN.” In Pacific Rim International Conference on Artificial Intelligence (pp. 461-472). Springer, Cham.(PRICAI 2021, Oral, H5-index)

Honors and Awards

• Jul. 2024 - JSPS Special Research Grant Allowance, (日本学術振興会)日本学術振興会特別研究員奨励費

• Dec. 2022 - Research Fellowships for Young Scientists, (日本学術振興会)日本学術振興会特別研究員 DC2 [Top Honor]

• Apr. 2022 - Pioneering Research Support Project, (文部科学省事業) 次世代研究者挑戦的研究プログラム

• Apr. 2022 - AIE WISE Program for AI Electronics, (文部科学省補助金事業)東北大学人工知能エレクトロニクス卓越大学院プログラム

• May. 2021 - Distinguished Thesis Award, (Top 6%)

• Apr. 2021 - Distinguished Graduates, (Top 6%)

Patent and China Software-copyright

1. Method for realizing image threshold segmentation based on generalized entropy combined improved lion group algorithm (Patent, No: 201811596721.8)
2. Image Dataset Toolbox. (Software-copyright, No: 2019SR0392414)

Services

• IEEE Member
• MICCAI Member
• OSA Member
• Conference Reviewer
  • IJCAI 25
  • NeurIPS 23
  • MICCAI 23 / 24 / 25
  • MLMI Workshop @ MICCAI 23 / 24
• Journal Reviewer (Selected)
  • IEEE TIP
  • IEEE TNNLS
  • IEEE JBHI
  • Pattern Recognition
  • Artificial Intelligence
  • Pattern Recognition Letters
  • Neural Processing Letters
  • Optics & Laser Technology
  • Optics Express
  • Applied Optics

Academic Experience

• National Taiwan University (01/2024 - 03/2024, Visiting Researcher, Taipei)
• Harvard Medical School, Harvard University (05/2023 - 10/2023, Visiting Researcher, MA, USA)
• Massachusetts General Hospital, (05/2023 - 10/2023, Inter. MA, USA)

TA and RA

• Yale School of Medicine, Yale University (04/2024 - Now, RA)
• Graduate School of Engineering, Tohoku University (08/2022 - 03/2025, RA)
• Harvard Medical School, Harvard University (12/2022 - 03/2024, RA)
• Lecture: C Programming プログラミング演習A (Spring Term, 2024, TA)
• Lecture: Computer Network (Spring Term, 2020, TA)

Events

Houston, TX, USA, International Symposium on Biomedical Imaging (ISBI 2025)

Sendai, JP, 東北大学総合知インフォマティクス研究センター 2024年度年次報告シンポジウム

Sendai, JP, The 8th Tohoku – NTU Symposium on Interdisciplinary AI and Human Studies

Sendai, JP, The 6th International Symposium on AI and Electronics

Join Us

We (IIC Lab @ Tohoku Dai, led by Prof. Shinichiro Omachi and Prof. Tomo Miyazaki) are always looking for rotation/capstone students, on-site/remote visitors, RA and post-docs with enthusiasm for AI in medical imaging, IR imaging, remote sensing, AI finance, and pattern recognition.

If you are interested, please email your complete CV for consideration. Along with your CV, kindly include details such as a list of publications, academic achievements or awards, language proficiency, and a copy of your academic transcript. While we may not respond to every inquiry, all applications will be carefully reviewed, and we will contact you if there is a suitable match for our team. Thank you for your attention!

Useful Links:

• Financial Support: AIE / JSPS / JST / Boot AI
• Department Homepage: Graduate School of Engineering / Advanced Institute of Convergence Knowledge Informatics / RIEC
• Collaborative Partners: Yale University, NTU, Google, Amazon, and more.

Contact Us:

• 宮城県 仙台市青葉区 荒巻字青葉6-6-05 電気系1号館 621・641号室
• Phone: 022-795-7088
• Fax: 022-795-7090