@article{huang2025dist,
author={Huang, Tao and You, Shan and Wang, Fei and Qian, Chen and Xu, Chang},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
title={DIST+: Knowledge Distillation From a Stronger Adaptive Teacher},
year={2025},
volume={},
number={}},
pages={1-15},
doi={10.1109/TPAMI.2025.3554235}
}
Tao Huang*, Yanxiang Ma*, Shan You, Chang Xu International Conference on Learning Representations (ICLR), 2025.
ICLR 2025
@inproceedings{
huang2025learning,
title={Learning Mask Invariant Mutual Information for Masked Image Modeling},
author={Tao Huang and Yanxiang Ma and Shan You and Chang Xu},
booktitle={The Thirteenth International Conference on Learning Representations},
year={2025},
url={https://openreview.net/forum?id=NoiaAT0eec}
}
@misc{minimax2025minimax01scalingfoundationmodels,
title={MiniMax-01: Scaling Foundation Models with Lightning Attention},
author={MiniMax and Aonian Li and Bangwei Gong and Bo Yang and Boji Shan and Chang Liu and Cheng Zhu and Chunhao Zhang and Congchao Guo and Da Chen and Dong Li and Enwei Jiao and Gengxin Li and Guojun Zhang and Haohai Sun and Houze Dong and Jiadai Zhu and Jiaqi Zhuang and Jiayuan Song and Jin Zhu and Jingtao Han and Jingyang Li and Junbin Xie and Junhao Xu and Junjie Yan and Kaishun Zhang and Kecheng Xiao and Kexi Kang and Le Han and Leyang Wang and Lianfei Yu and Liheng Feng and Lin Zheng and Linbo Chai and Long Xing and Meizhi Ju and Mingyuan Chi and Mozhi Zhang and Peikai Huang and Pengcheng Niu and Pengfei Li and Pengyu Zhao and Qi Yang and Qidi Xu and Qiexiang Wang and Qin Wang and Qiuhui Li and Ruitao Leng and Shengmin Shi and Shuqi Yu and Sichen Li and Songquan Zhu and Tao Huang and Tianrun Liang and Weigao Sun and Weixuan Sun and Weiyu Cheng and Wenkai Li and Xiangjun Song and Xiao Su and Xiaodong Han and Xinjie Zhang and Xinzhu Hou and Xu Min and Xun Zou and Xuyang Shen and Yan Gong and Yingjie Zhu and Yipeng Zhou and Yiran Zhong and Yongyi Hu and Yuanxiang Fan and Yue Yu and Yufeng Yang and Yuhao Li and Yunan Huang and Yunji Li and Yunpeng Huang and Yunzhi Xu and Yuxin Mao and Zehan Li and Zekang Li and Zewei Tao and Zewen Ying and Zhaoyang Cong and Zhen Qin and Zhenhua Fan and Zhihang Yu and Zhuo Jiang and Zijia Wu},
year={2025},
eprint={2501.08313},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2501.08313},
}
@inproceedings{pei2025efficientvmamba,
title={Efficientvmamba: Atrous selective scan for light weight visual mamba},
author={Pei, Xiaohuan and Huang, Tao and Xu, Chang},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={39},
number={6},
pages={6443--6451},
year={2025}
}
@inproceedings{zhang2024unveiling,
author = {Zhang, Yuan and Xiao, Fei and Huang, Tao and Fan, Chun-Kai and Dong, Hongyuan and Li, Jiawen and Wang, Jiacong and Cheng, Kuan and Zhang, Shanghang and Guo, Haoyuan},
booktitle = {Advances in Neural Information Processing Systems},
title = {Unveiling the Tapestry of Consistency in Large Vision-Language Models},
year = {2024}
}
Tao Huang, Xiaohuan Pei, Shan You, Fei Wang, Chen Qian, Chang Xu Efficient Deep Learning for Foundation Models, European Conference on Computer Vision (ECCV) Workshop, 2024.
@article{huang2024localmamba,
title={Localmamba: Visual state space model with windowed selective scan},
author={Huang, Tao and Pei, Xiaohuan and You, Shan and Wang, Fei and Qian, Chen and Xu, Chang},
journal={arXiv preprint arXiv:2403.09338},
year={2024}
}
@inproceedings{huang2024active,
title={Active Generation for Image Classification},
author={Huang, Tao and Liu, Jiaqi and You, Shan and Xu, Chang},
booktitle={European Conference on Computer Vision},
year={2024},
organization={Springer}
}
@inproceedings{liu2024training,
title={Training-free Composite Scene Generation for Layout-to-Image Synthesis},
author={Liu, Jiaqi and Huang, Tao and Xu, Chang},
booktitle={European Conference on Computer Vision},
year={2024},
organization={Springer}
}
@inproceedings{yuan2024positive,
title={Positive label is all you need for multi-label classification},
author={Yuan, Zhixiang and Zhang, Kaixin and Huang, Tao},
booktitle={2024 IEEE International Conference on Multimedia and Expo (ICME)},
pages={1--6},
year={2024},
organization={IEEE}
}
@inproceedings{zhang2024freekd,
title={FreeKD: Knowledge Distillation via Semantic Frequency Prompt},
author={Zhang, Yuan and Huang, Tao and Liu, Jiaming and Jiang, Tao and Cheng, Kuan and Zhang, Shanghang},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={15931--15940},
year={2024}
}
@inproceedings{huang2023knowledge,
author = {Huang, Tao and Zhang, Yuan and Zheng, Mingkai and You, Shan and Wang, Fei and Qian, Chen and Xu, Chang},
booktitle = {Advances in Neural Information Processing Systems},
editor = {A. Oh and T. Naumann and A. Globerson and K. Saenko and M. Hardt and S. Levine},
pages = {65299--65316},
publisher = {Curran Associates, Inc.},
title = {Knowledge Diffusion for Distillation},
url = {https://proceedings.neurips.cc/paper_files/paper/2023/file/cdddf13f06182063c4dbde8cbd5a5c21-Paper-Conference.pdf},
volume = {36},
year = {2023}
}
@inproceedings{zhang2023avatar,
title={Avatar knowledge distillation: self-ensemble teacher paradigm with uncertainty},
author={Zhang, Yuan and Chen, Weihua and Lu, Yichen and Huang, Tao and Sun, Xiuyu and Cao, Jian},
booktitle={Proceedings of the 31st ACM International Conference on Multimedia},
pages={5272--5280},
year={2023}
}
@inproceedings{
huang2023masked,
title={Masked Distillation with Receptive Tokens},
author={Tao Huang and Yuan Zhang and Shan You and Fei Wang and Chen Qian and Jian Cao and Chang Xu},
booktitle={The Eleventh International Conference on Learning Representations },
year={2023},
url={https://openreview.net/forum?id=mWRngkvIki3}
}
@inproceedings{huang2022knowledge,
author = {Huang, Tao and You, Shan and Wang, Fei and Qian, Chen and Xu, Chang},
booktitle = {Advances in Neural Information Processing Systems},
editor = {S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh},
pages = {33716--33727},
publisher = {Curran Associates, Inc.},
title = {Knowledge Distillation from A Stronger Teacher},
url = {https://proceedings.neurips.cc/paper_files/paper/2022/file/da669dfd3c36c93905a17ddba01eef06-Paper-Conference.pdf},
volume = {35},
year = {2022}
}
@article{du2022quantum,
author = {Du, Yuxuan and Huang, Tao and You, Shan and Hsieh, Min-Hsiu and Tao, Dacheng},
date = {2022/05/23},
doi = {10.1038/s41534-022-00570-y},
id = {Du2022},
isbn = {2056-6387},
journal = {npj Quantum Information},
number = {1},
pages = {62},
title = {Quantum circuit architecture search for variational quantum algorithms},
url = {https://doi.org/10.1038/s41534-022-00570-y},
volume = {8},
year = {2022},
bdsk-url-1 = {https://doi.org/10.1038/s41534-022-00570-y}
}
@inproceedings{huang2022greedynasv2,
title={Greedynasv2: greedier search with a greedy path filter},
author={Huang, Tao and You, Shan and Wang, Fei and Qian, Chen and Zhang, Changshui and Wang, Xiaogang and Xu, Chang},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={11902--11911},
year={2022}
}
@inproceedings{huang2022dyrep,
title={Dyrep: bootstrapping training with dynamic re-parameterization},
author={Huang, Tao and You, Shan and Zhang, Bohan and Du, Yuxuan and Wang, Fei and Qian, Chen and Xu, Chang},
booktitle={Proceedings of the IEEE/CVF conference on computer vision and pattern recognition},
pages={588--597},
year={2022}
}
@inproceedings{
huang2022relational,
title={Relational Surrogate Loss Learning},
author={Tao Huang and Zekang Li and Hua Lu and Yong Shan and Shusheng Yang and Yang Feng and Fei Wang and Shan You and Chang Xu},
booktitle={International Conference on Learning Representations},
year={2022},
url={https://openreview.net/forum?id=dZPgfwaTaXv}
}
Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
ICASSP 2022
@inproceedings{xu2022data,
title={Data agnostic filter gating for efficient deep networks},
author={Xu, Hongyan and Su, Xiu and You, Shan and Huang, Tao and Wang, Fei and Qian, Chen and Zhang, Changshui and Xu, Chang and Wang, Dadong and Sowmya, Arcot},
booktitle={ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
pages={3503--3507},
year={2022},
organization={IEEE}
}
@inproceedings{su2021prioritized,
title={Prioritized architecture sampling with monto-carlo tree search},
author={Su, Xiu and Huang, Tao and Li, Yanxi and You, Shan and Wang, Fei and Qian, Chen and Zhang, Changshui and Xu, Chang},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={10968--10977},
year={2021}
}
@inproceedings{
su2021locally,
title={Locally Free Weight Sharing for Network Width Search},
author={Xiu Su and Shan You and Tao Huang and Fei Wang and Chen Qian and Changshui Zhang and Chang Xu},
booktitle={International Conference on Learning Representations},
year={2021},
url={https://openreview.net/forum?id=S0UdquAnr9k}
}
@inproceedings{you2020greedynas,
title={Greedynas: Towards fast one-shot nas with greedy supernet},
author={You, Shan and Huang, Tao and Yang, Mingmin and Wang, Fei and Qian, Chen and Zhang, Changshui},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={1999--2008},
year={2020}
}