Xinhao Zhong

Xinhao Zhong

Harbin Institute of Technology, Shenzhen

🌴 About Me

I am a master’s student at Harbin Institute of Technology (Shenzhen), under the supervision of Prof. Bin Chen. I obtained my B.Eng in Computer Science and Technology at Harbin Institute of Technology (Shenzhen) in 2024.

My research interests lie in machine learning and computer vision, especially in AI security and efficient AI.

News

🔥 News

  • Feb 2025
    H-PD is accepted by CVPR2025.
  • Jan 2025
    CMIDD is accepted by ICLR2025.
  • Dec 2024
    The paper of DDPS is released.
  • Dec 2024
    The paper of CMIDD is released.
  • Jun 2024
    The paper of H-PD is released.
  • Jul 2023
    Started internship in Professor Bin Chen’s research group.

📝 Publications

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Closing the Safety Gap: Surgical Concept Erasure in Visual Autoregressive Models

Xinhao Zhong $^{*}$, Yimin Zhou $^{*}$, Zhiqi Zhang, Junhao Li, Yi Sun, Bin Chen $^{\dagger}$, Shu-Tao Xia, Ke Xu

In The International Conference on Learning Representations (ICLR), 2026

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Rectified Decoupled Dataset Distillation: A Closer Look for Fair and Comprehensive Evaluation

Xinhao Zhong $^{*}$, Shuoyang Sun, Xulin Gu, Chenyang Zhu, Bin Chen $^{\dagger}$, Yaowei Wang

In The International Conference on Learning Representations (ICLR), 2026

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Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation

Xinhao Zhong $^{*}$, Hao Fang $^{*}$, Bin Chen $^{\dagger}$, Xulin Gu, Meikang Qiu, Shuhan Qi, Shu-Tao Xia

In The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025

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Going Beyond Feature Similarity: Effective Dataset distillation based on Class-aware Conditional Mutual Information

Xinhao Zhong, Bin Chen $^{\dagger}$, Hao Fang, Xulin Gu, Shu-Tao Xia, En-Hui Yang

In The International Conference on Learning Representations (ICLR), 2025

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Efficient Dataset Distillation via Diffusion-Driven Patch Selection for Improved Generalization

Xinhao Zhong, Shuoyang Sun, Xulin Gu, Zhaoyang Xu, Yaowei Wang, Min Zhang, Bin Chen $^{\dagger}$

ArXiv preprint arXiv:2412.09959

💻 Internships

  • _2023.07 - Now, Professor Bin Chen’s research group at Harbin Institute of Technology (Shenzhen).