Hongguang Zhang张洪广 （张洪广）Hongguang Zhang

@inproceedings{lv2025metacan,
  title={MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning},
  author={Lv, Zhisheng and Zhang, Jianfeng and Jian, Songlei and Huang, Chenlin and Zhang, Hongguang and Pang, Guansong and Liu, Zhong},
  booktitle={Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM)},
  year={2025}
}

@inproceedings{liu2024llmembed,
  title={LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification},
  author={Liu, Chun and Zhang, Hongguang and Zhao, Kainan and Ju, Xinghai and Yang, Lin},
  booktitle={Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL)},
  year={2024}
}

@inproceedings{wang2024fake,
  title={Fake News Detection via Multi-scale Semantic Alignment and Cross-modal Attention},
  author={Wang, Jiandong and Zhang, Hongguang and Liu, Chun and Yang, Xiongjun},
  booktitle={Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)},
  year={2024}
}

@inproceedings{deng2024exploiting,
  title={Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation},
  author={Deng, Wenxiao and Li, Wenbin and Ding, Tianyu and Wang, Lei and Zhang, Hongguang and Huang, Kuihua and Huo, Jing and Gao, Yang},
  booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2024}
}

@article{zhang2024saliency,
  title={Saliency-guided Meta-Hallucinator for Few-shot Learning},
  author={Zhang, Hongguang and Liu, Chun and Wang, Jiandong and Ma, Linru and Koniusz, Piotr and Torr, Philip H. S. and Yang, Lin},
  journal={Science China Information Sciences},
  year={2024},
  doi={10.1007/s11432-023-4113-1}
}

@article{zhang2022event,
  title={Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring},
  author={Zhang, Hongguang and Zhang, Limeng and Dai, Yuchao and Li, Hongdong and Koniusz, Piotr},
  journal={International Journal of Computer Vision},
  pages={1--18},
  year={2022},
  publisher={Springer}
}

@InProceedings{Zhang_2022_ACCV,
  author    = {Zhang, Hongguang and Torr, Philip H. S. and Koniusz, Piotr},
  title     = {Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer},
  booktitle = {Proceedings of the Asian Conference on Computer Vision (ACCV)},
  month     = {December},
  year      = {2022},
  pages     = {1298-1315}
}

@article{9681205,
  author={Zhang, Hongguang and Li, Hongdong and Koniusz, Piotr},
  journal={IEEE Transactions on Multimedia},
  title={Multi-level Second-order Few-shot Learning},
  year={2022},
  pages={1-1},
  doi={10.1109/TMM.2022.3142955}
}

@article{zhang2020rethinking,
  title={Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning},
  author={Zhang, Hongguang and Koniusz, Piotr and Jian, Songlei and Li, Hongdong and Torr, Philip HS},
  journal={arXiv preprint arXiv:2001.03919},
  year={2020}
}

@article{pan2020dual,
  title={Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration},
  author={Pan, Liyuan and Chowdhury, Shah and Hartley, Richard and Liu, Miaomiao and Zhang, Hongguang and Li, Hongdong},
  journal={arXiv preprint arXiv:2012.00301},
  year={2020}
}

@article{koniusz2020power,
  title={Power normalizations in fine-grained image, few-shot image and graph classification},
  author={Koniusz, Piotr and Zhang, Hongguang},
  journal={arXiv preprint arXiv:2012.13975},
  year={2020}
}

@inproceedings{zhang2020few,
  title={Few-shot action recognition with permutation-invariant attention},
  author={Zhang, H and Zhang, L and Qi, X and Li, H and Torr, PHS and Koniusz, P},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV 2020)},
  volume={12350},
  year={2020},
  organization={Springer}
}

@article{zhao2020one,
  title={One-shot video-based person re-identification with variance subsampling algorithm},
  author={Zhao, Jing and Yang, Wenjing and Yang, Mingliang and Huang, Wanrong and Yang, Qiong and Zhang, Hongguang},
  journal={Computer Animation and Virtual Worlds},
  volume={31},
  number={4-5},
  pages={e1964},
  year={2020},
  publisher={Wiley Online Library}
}

@article{zhang2019deep,
  title={Deep Stacked Hierarchical Multi-patch Network for Image Deblurring},
  author={Zhang, Hongguang and Dai, Yuchao and Li, Hongdong and Koniusz, Piotr},
  journal={arXiv preprint arXiv:1904.03468},
  year={2019}
}

@article{zhang2019few,
  title={Few-shot Learning via Saliency-guided Hallucination of Samples},
  author={Zhang, Hongguang and Zhang, Jing and Koniusz, Piotr},
  journal={arXiv preprint arXiv:1904.03472},
  year={2019}
}

@inproceedings{zhang2019power,
  title={Power normalizing second-order similarity network for few-shot learning},
  author={Zhang, Hongguang and Koniusz, Piotr},
  booktitle={2019 IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages={1185--1193},
  year={2019},
  organization={IEEE}
}

@inproceedings{zhang2018model,
  title={Model selection for generalized zero-shot learning},
  author={Zhang, Hongguang and Koniusz, Piotr},
  booktitle={European Conference on Computer Vision},
  pages={198--204},
  year={2018},
  organization={Springer}
}

@InProceedings{Koniusz_2018_ECCV,
  author = {Koniusz, Piotr and Tas, Yusuf and Zhang, Hongguang and Harandi, Mehrtash and Porikli, Fatih and Zhang, Rui},
  title = {Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond},
  booktitle = {The European Conference on Computer Vision (ECCV)},
  month = {September},
  year = {2018}
}

@InProceedings{Zhang_2018_CVPR,
  author = {Zhang, Hongguang and Koniusz, Piotr},
  title = {Zero-Shot Kernel Learning},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2018}
}

@InProceedings{Koniusz_2018_CVPR,
  author = {Koniusz, Piotr and Zhang, Hongguang and Porikli, Fatih},
  title = {A Deeper Look at Power Normalizations},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2018}
}