Haonan Huang bio photo

Haonan Huang

Postdoctoral Researcher, RIKEN AIP, Tokyo, Japan

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科研成果

    代表性论文

    论文发表情况总结（截至2025年12月）：共发表21篇论文，包括14篇同行评审期刊论文（其中8篇SCI JCR-Q1论文）和7篇同行评审会议论文（包括3篇顶级AI会议论文：1篇ICML、1篇NeurIPS和1篇CVPR）。论文总引用量超过200次（来源：Google Scholar），h-index为11，i10-index为11。

  1. A. Wang, Y. Qiu, H. Huang, Z. Jin, G. Zhou and Q. Zhao, "Towards a Geometric Understanding of Tensor Learning via the t-Product", The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS), 2025. [论文]

  2. Y. Qiu, A. Wang, C. Li, H. Huang, G. Zhou and Q. Zhao, "STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search", IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2025. [论文] [Python代码]

  3. Y. Zheng, G. Zhou, H. Huang, X. Luo, Z. Huang and Q. Zhao, "Unifying Complete and Incomplete Multi-View Clustering through An Information-Theoretic Generative Model", Neural Networks, 2024. [论文] [Python代码]

  4. H. Huang, G. Zhou, Y. Zheng, Y. Qiu, A. Wang and Q. Zhao, "Adversarially Robust Deep Multi-View Clustering: A Novel Attack and Defense Framework", International Conference on Machine Learning (ICML), 2024. [论文] [Python代码]

  5. H. Huang, G. Zhou, Y. Zheng, Z. Yang and Q. Zhao, "Exclusivity and Consistency induced NMF for Multi-view Representation Learning", Knowledge-Based Systems (KBS), 2023. [论文] [Matlab代码]

  6. H. Huang, G. Zhou, Q. Zhao, L. He and S. Xie, "Comprehensive Multi-view Representation Learning via Deep Autoencoder-like Nonnegative Matrix Factorization", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. [论文] [Matlab代码] （ICASSP'22 扩展版）

  7. J. Yu, H. Huang, Q. Duan, Y. Wang and T. Zou, "Incomplete Multiview Clustering via Low-Rank Tensor Ring Completion", International Journal of Intelligent Systems (IJIS), 2023. [论文]

  8. H. Huang, G. Zhou, N. Liang, Q. Zhao and S. Xie, "Diverse Deep Matrix Factorization with Hypergraph Regularization for Multi-view Data Representation", IEEE/CAA Journal of Automatica Sinica (IEEE JAS), 2022. [论文] [Matlab代码]

  9. Y. Yu, G. Zhou, H. Huang, S. Xie and Q. Zhao, "A semi-supervised label-driven auto-weighted strategy for multi-view data classification", Knowledge-Based Systems (KBS), 2022. [论文] [Matlab代码]


    10. 学术服务

      会议审稿

    • NeurIPS 2025 审稿人

    • ICML 2025, 2022 审稿人

    • ICLR 2025 审稿人

    • ICLR 2025 Workshop DeLTa 领域主席

    • CVPR 2024 审稿人

    • IJCAI 2026, 2025 程序委员会成员

    • AAAI 2026, 2025 程序委员会成员

    • ECAI 2025 程序委员会成员

    • ACML 2024, 2023 审稿人

    • ICASSP 2024 审稿人

    • WINE 2020 国际志愿者

      • 期刊审稿

    • IEEE Transactions on Neural Networks and Learning Systems (TNNLS) 审稿人

    • IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMCA) 审稿人

    • IEEE Transactions on Signal Processing (TSP) 审稿人

    • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 审稿人

    • Pattern Recognition (PR) 审稿人

    • Neural Network (NN) 审稿人

    • Knowledge-Based Systems (KBS) 审稿人

    • The Journal of Supercomputing 审稿人

    • International Journal of Machine Learning and Cybernetics (IJMLC) 审稿人

    • Neural Processing Letters (NPL) 审稿人

    • Knowledge and Information Systems (KIS) 审稿人

    学术报告

    • [2024.09.10] 张量学习团队研讨会（线上），日本理化学研究所 RIKEN AIP
    • [2024.05.27] 张量分析与机器智能实验室研讨会，广东工业大学