Papers & patents. 论文与专利。

@article{zhou2026gauge,
  title   = {Gauge-Equivariant Attention for Rotation-Stable 360$^\circ$ Scene Understanding},
  author  = {Zhou, Tianjian and Li, Yishan and Jiang, Jie and Zhang, Yifei},
  journal = {ACM Transactions on Graphics},
  volume  = {45},
  number  = {6},
  year    = {2026},
  note    = {Article 242},
  doi     = {10.1145/3842525}
}

@inproceedings{zhou2026daga,
  title     = {DAGA: Dynamic Attention-Guided Adaptation for Self-Supervised Vision Transformers},
  author    = {Zhou, Tianjian and Jiang, Jie and Li, Yishan and Zhang, Yifei},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year      = {2026}
}

@inproceedings{zhou2026cmae,
  title     = {CMAE: Contrastive Manifold Autoencoder for Efficient Latent Diffusion},
  author    = {Zhou, Tianjian and Li, Yishan and Jiang, Jie and Bai, Liang and Zhang, Yifei},
  booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
  year      = {2026}
}

@article{zhou2026less,
  title   = {Less is More: Minimal Components for Contrastive Learning Delivering Superior Accuracy and Efficiency},
  author  = {Zhou, Tianjian and Li, Yishan and Zhan, Lixin and Jiang, Jie},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  year    = {2026},
  doi     = {10.1109/TNNLS.2026.3726311}
}

@article{zhou2026semantic,
  title   = {Semantic-Guided Data Augmentation for Self-Supervised Visual Pattern Learning: Leveraging Foundation Model Priors},
  author  = {Zhou, Tianjian and Jiang, Jie and Li, Yishan and Zhan, Lixin and Qi, Rui and Bai, Liang},
  journal = {Pattern Recognition},
  volume  = {160},
  year    = {2026},
  doi     = {10.1016/j.patcog.2026.114822}
}

@article{zhou2026htnet,
  title   = {HTNet: A self-supervised heterogeneous triple network for multi-modal data},
  author  = {Zhou, Tianjian and Li, Yishan and Zhan, Lixin and Jiang, Jie},
  journal = {Neural Networks},
  volume  = {178},
  year    = {2026},
  doi     = {10.1016/j.neunet.2026.109313}
}

@inproceedings{jiang2026tricm,
  title     = {TriCM-Net: Triple Cross-Modal Interaction for Infrared–Visible Abnormal Behavior Recognition},
  author    = {Jiang, Jie and Zhou, Tianjian and Li, Yishan},
  booktitle = {Chinese Conference on Pattern Recognition and Computer Vision (PRCV)},
  year      = {2026}
}