霍赋硕研究员
电话：18751795276
办公室：李文正图书馆4楼
个人主页：https://huofushuo.github.io/
邮箱：fushuohuo@seu.edu.cn
教育背景
香港科技大学　|　博士后　　　|　导师：郭嵩教授(加拿大工程院院士/IEEE Fellow)/徐文超教授
香港理工大学　|　博士　　　　|　导师：郭嵩教授(加拿大工程院院士/IEEE Fellow)/徐文超教授
南洋理工大学　|　联培博士　　|　导师：陶大程教授(ACM/IEEE Fellow)
腾讯　　　　　|　研究实习生　|　导师：赵沛霖主任研究员(现上海交通人工智能学院教授)
重庆大学　　　|　硕士　　　　|　导师：朱学贵教授
中国矿业大学　|　学士　　　　
学术兼职
研究领域

(多模态)大模型；

人工智能安全；

AI4CyberSecurity;


招生计划:

如果您对上述方向感兴趣，对科研有热情，欢迎邮件联系:)

研究概况
研究课题
奖励与荣誉
课程信息
学术成果

Selected Publications

Y. Shi (Supervised SEU Undergraduate), K. Wei, F. Huo, S. Wu, and C. Ma,  “One Trap to Block Them All: Defending Encoder Stealing via Isotropic Uniformity,”European Conference on Computer Vision (ECCV), 2026.[News]
Q. Nguyen, S. Liang, Y. Li, F. Huo, D. Tao,  “TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting,”Forty-third International Conference on Machine Learning (ICML), 2026.
Y. Cui, P. Qi, F. Huo, H. Du, W. Shi, J. Dai, Z. Zhu, S. Han, Y. Guo, “Perception, Understanding and Reasoning, A Multimodal Benchmark for Video Fake News Detection,”Annual Meeting of the Association for Computational Linguistics (ACL) main track, 2026.
F. Huo, W. Xu, Z. Zhang, H. Wang, Z. Chen, P. Zhao, “Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models,”International Conference on Learning Representations (ICLR), 2025.90+ Citation.
Y. Fan, W. Xu, H. Wang, F. Huo, J. Chen, and S. Guo,  “Overcome Modal Bias in Multi-modal Federated Learning via Balanced Modality Selection,”European Conference on Computer Vision (ECCV), 2024.
F. Huo, W. Xu, J. Guo, H. Wang, and S. Guo, “C2KD: Bridging the Modality Gap for Cross-Modal Knowledge Distillation,”Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024,Highlight.130+ Citation.
F. Huo, W. Xu, S. Guo, J. Guo, H. Wang, and Z. Liu, “PROCC: Progressive cross-primitive consistency for open-world compositional zero-shot learning,”Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024.
F. Huo, W. Xu, J. Guo, H. Wang, Y. Fan, and S. Guo, “Non-Exemplar Online Class-incremental Continual Learning via Dual-prototype Self-augment and Refinement,”Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024.
其他
最近动态