SELECTED PUBLICATIONS

Full publication list can be found on Google Scholar. * indicates equal contribution and ✉ indicates corresponding author.

2025

• Learning Visual Proxy for Compositional Zero-Shot Learning
  Shiyu Zhang, Cheng Yan, Yang Liu, Chenchen Jing, Lei Zhou, Wenjun Wang
  Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
  [Paper]


• Non-Registration Change Detection: A Novel Change Detection Task and Benchmark Dataset
  Zhe Shan, Lei Zhou✉, Liu Mao, Shaofan Chen, Chuanqiu Ren, Xia Xie
  IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2025.
  [Paper]


• ROS-SAM: High-Quality Interactive Segmentation for Remote Sensing Moving Object
  Zhe Shan, Yang Liu, Lei Zhou✉, Cheng Yan, Heng Wang, Xia Xie
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
  [Paper]



2024

• Learning adversarial semantic embeddings for zero-shot recognition in open worlds
  Tianqi Li, Guansong Pang, Xiao Bai, Jin Zheng, Lei Zhou, Xin Ning
  Pattern Recognition, 2024.
  [Paper]


• SMTCNN-A global spatio-temporal texture convolutional neural network for 3D dynamic texture recognition
  Liangliang Wang*, Lei Zhou*, Peidong Liang, Ke Wang, Lianzheng Ge
  Image and Vision Computing, 2024.
  [Paper]



2023

• Attribute subspaces for zero-shot learning
  Lei Zhou, Yang Liu, Xiao Bai, Na Li, Xiaohan Yu, Jun Zhou, Edwin R Hancock
  Pattern Recognition, 2023.
  [Paper]


• Information bottleneck and selective noise supervision for zero-shot learning
  Lei Zhou, Yang Liu, Pengcheng Zhang, Xiao Bai, Lin Gu, Jun Zhou, Yazhou Yao, Tatsuya Harada, Jin Zheng, Edwin Hancock
  Machine Learning, 2023.
  [Paper]


• Aerial image recognition in discriminative bi-transformer
  Yichen Zhao, Yaxiong Chen, Xiongbo Lu, Lei Zhou, Shengwu Xiong
  Signal Processing, 2023.
  [Paper]



Before 2022

• Learning prototype via placeholder for zero-shot recognition
  Zaiquan Yang, Yang Liu, Wenjia Xu, Chong Huang, Lei Zhou, Chao Tong
  Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI), 2022.
  [Paper]


• Where to focus: investigating hierarchical attention relationship for fine-grained visual classification
  Yang Liu*, Lei Zhou*, Pencheng Zhang, Xiao Bai, Lin Gu, Xiaohan Yu, Jun Zhou, Edwin R Hancock
  European Conference on Computer Vision (ECCV), 2022.
  [Paper]


• Goal-oriented gaze estimation for zero-shot learning
  Yang Liu*, Lei Zhou*, Xiao Bai, Yifei Huang, Lin Gu, Jun Zhou, Tatsuya Harada
  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
  [Paper]


• Learning binary code for fast nearest subspace search
  Lei Zhou, Xiao Bai, Xianglong Liu, Jun Zhou, Edwin R Hancock
  Pattern Recognition, 2020.
  [Paper]


• Subspace structure regularized nonnegative matrix factorization for hyperspectral unmixing
  Lei Zhou, Xueni Zhang, Jianbo Wang, Xiao Bai, Lei Tong, Liang Zhang, Jun Zhou, Edwin R Hancock
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020.
  [Paper]


• Latent distribution preserving deep subspace clustering
  Lei Zhou, Xiao Bai, Dong Wang, Xianglong Liu, Jun Zhou, Edwin R Hancock
  Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI), 2019.
  [Paper]


• Deep supervised hashing using symmetric relative entropy
  Xueni Zhang*, Lei Zhou*, Xiao Bai, Xiushu Luan, Jie Luo, Edwin R Hancock
  Pattern Recognition Letters, 2019.
  [Paper]


• Binary coding by matrix classifier for efficient subspace retrieval
  Lei Zhou, Xiao Bai, Xianglong Liu, Jun Zhou
  Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval (ICMR), 2018.
  [Paper]