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Hao Cheng

Ph.D. Student
The Hong Kong University of Science and Technology, Guangzhou
hcheng046@connect.hkust-gz.edu.cn & hcheng046@connect.ust.hk


About Me

Hello! I am a Ph.D. student at at the Hong Kong University of Science and Technology (HKUST), Guangzhou. Prior to joining HKUST, I pursued my Ph.D. in Computer Engineering at Northeastern University, Boston. I obtained my master and bachelor degree from Xi’an Jiaotong University and Hebei University of Technology.

Other than my work, I am a big fan of the Golden State Warriors. My favorite basketball player is Steph Curry. Go Warriors!

Research Interests

I am interested in trustworthy, efficient AI. My current research primarily focuses on ensuring the trustworthiness, robustness, and efficiency of various AI models, which is including:

News

- [07/2025]  One paper is accepted to ACM MM 2025.
- [06/2025]  One paper is accepted to ICCV 2025.
- [06/2025]  One paper is accepted to IJCAI 2025 Workshop on Deepfake Detection, Localization, and Interpretability and is nominated as best paper.
- [06/2025]  I will serve as a reviewer of NeurIPS 2025, WACV 2025.
- [06/2025]  One paper is accepted to IROS 2025.
- [04/2025]  I will serve as a reviewer of ACM MM 2025, IROS 2025.
- [03/2025]  One paper is accepted to ICASSP 2025; One paper is accepted to ICLR 2025 Workshop on Generative Models for Robot Learning.
- [01/2025]  One paper is accepted to CVPR 2025.
- [11/2024]  I will serve as a reviewer of CVPR 2025, ICRA 2025.
- [09/2024]  One paper is accepted to NeurIPS 2024; One paper is accepted to ACM MobiCom 2024.
- [08/2024]  I will serve as a reviewer of BMVC 2024, WACV 2024.
- [07/2024]  Two papers are accepted to ECCV 2024.
- [06/2024]  One paper is accepted to IROS 2024.
- [05/2024]  One paper is accepted to ACL 2024.
- [01/2024]  One paper is accepted to CVPR 2024.
- [12/2023]  One paper is accepted to WACV 2024; One paper is accepted to IEEE Transactions on Artificial Intelligence
- [08/2023]  One paper is accepted to BMVC 2023.
- [05/2023]  One paper is accepted to IJCAI 2023.

Publications

  1. ICCV
    Masked Spiking Transformer
    Ziqing Wang*, Yuetong Fang*, Jiahang Cao, Zhongrui Wang, Renjing Xu (*equal contribution)
    International Conference on Computer Vision (ICCV), 2023.
    PDF Code

  2. AAAI
    Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Networks
    Ziqing Wang*, Yuetong Fang*, Jiahang Cao, Renjing Xu (*equal contribution)
    [Oral] AAAI Conference on Artificial Intelligence (AAAI), 2025.
    Code

  3. NeurIPS
    Autonomous Driving with Spiking Neural Networks
    Rui-jie Zhu*, Ziqing Wang*, Leilani Gilpin, Jason K. Eshraghian (*equal contribution)
    NeurIPS Conference on Neural Information Processing Systems (NeurIPS), 2024.
    Code

  4. NeurIPS
    Spiking Neural Network as Adaptive Event Stream Slicer
    Jiahang Cao*, Mingyuan Sun*, Ziqing Wang*, Hao Cheng, Qiang Zhang, Renjing Xu (*equal contribution)
    NeurIPS Conference on Neural Information Processing Systems (NeurIPS), 2024.

  5. ECCV
    Spiking Wavelet Transformer
    Yuetong Fang*, Ziqing Wang*, Jiahang Cao, Renjing Xu (*equal contribution)
    European Conference on Computer Vision (ECCV), 2024.

  6. ICASSP
    AutoST: Training-free Neural Architecture Search for Spiking Transformers
    Ziqing Wang, Qidong Zhao, Jinku Cui, Xu Liu, Dongkuan Xu
    [Oral] IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024.
    PDF Code

  7. WACV
    Spiking Denoising Diffusion Probabilistic Models
    Jiahang Cao*, Ziqing Wang*, Hanzhong Guo*, Hao Cheng, Qiang Zhang, Renjing Xu (*equal contribution)
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024.
    PDF Code

  8. DSAA
    AMD-DBSCAN: An Adaptive Multi-density DBSCAN for datasets of extremely variable density
    Ziqing Wang, Zhirong Ye, Yuyang Du, Yi Mao, Yanying Liu, Ziling Wu, Jun Wang
    2022 IEEE 9th International Conference on Data Science and Advanced Analytics, (DSAA), 2022.
    PDF Code

Professional Services

Program Committee

Journal Reviewer

Honors and Awards


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