About Me

Haonan Huang is currently a postdoctoral researcher at RIKEN AIP, advised by Qibin Zhao, since Jan. 2025. From 2021 to 2024, he pursued his Ph.D. under the supervision of Prof. Guoxu Zhou at the School of Automation, Guangdong University of Technology (GDUT), Guangzhou, China.

During this time, he was also a visiting student at RIKEN AIP from 2023 to 2024, working with Qibin Zhao. Additionally, he served as a visiting scholar at Lehigh University, Bethlehem, U.S., from 2022 to 2023, collaborating with Prof. Lifang He.

E-mail: libertyhhn@foxmail.com | haonan.huang@riken.jp

We are looking for motivated visiting students (remote or onsite) to join our team at RIKEN AIP, based in Nihonbashi (日本橋) — the vibrant heart of Tokyo. We offer a world-class research environment, a relaxed and supportive atmosphere, and maximum freedom to pursue your own research interests. Fully-funded short-term positions are available to cover living expenses. Feel free to email us or check our hiring details.

Research Interests

Now his research interests include Adversarial Machine Learning, Tensor Decomposition, Self-supervised learning, Multi-view Learning, and Large Language Models.

Code of Tensor Learning Team has some source codes about Tensor Decomposition Toolbox, very helpful for beginners of Tensor Learning.

News

Aug. 2026: One paper about Clustering is accepted by IEEE TSMC: Systems [Link].
May 2026: One paper about Tensor SVD is accepted by ICML [Link].
Apr. 2026: The FY2026 Gutaiteki Collaboration Seed Fund has been accepted, in collaboration with Dr. Zhengyang Bai from RIKEN-RCCS.
Mar. 2026: The JSPS Kakenhi Grant-in-Aid for Early-Career Scientists has been accepted.
Mar. 2026: I will attend the CompQMB2026, Okinawa, Japan (Poster Presentation) from 02/03/2026 to 05/03/2026.

Older news

Nov. 2025: [Link] One paper about Tensor Learning and Multi-view Learning is accepted by Neural Networks.
Oct. 2025: Two papers about Tensor Learning are accepted by ICONIP 2025 [Link] and IEEE TETCI [Link], respectively. One paper about Multi-view Learning is accepted by IEEE SPL [Link].
Sep. 2025: One paper about Tensor Learning is accepted by NeurIPS 2025. Title: "Towards a Geometric Understanding of Tensor Learning via the t-Product".
July 2025: [Link] We are organizing a Workshop on Tensor Representation for Machine Learning on August 4, 2025, at RIKEN AIP. We cordially invite you to register online.
May 2025: I will visit the University of Melbourne (Poster Presentation) and University of Sydney (Oral Presentation) from 02/07/2025 to 09/07/2025.
Feb. 2025: One paper about Diffusion Models is accepted by CVPR 2025. Title: "STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search".
Nov. 2024: One paper about Multi-view Learning and Generative Model is accepted by Neural Networks. Title: "Unifying Complete and Incomplete Multi-View Clustering through An Information-Theoretic Generative Model".
Sept. 2024: I will join the Tensor Learning Team, RIKEN AIP as a postdoctoral researcher in 2025.
June 2024: One paper has been accepted by ICML 2024. And I will be attending ICML 2024 from 20/07/2024 to 28/07/2024 in Vienna. Feel free to have a chat if you’re there.

Education

2021.09 - 2024.12: Ph.D., School of Automation, Guangdong University of Technology
2018.09 - 2021.06: M.S., School of Automation, Guangdong University of Technology
2014.09 - 2018.06: B.E., School of Information, Beijing Institute of Technology, Zhuhai

Last Updated: 2026/09/01