| 2026 | WWW | Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation. | Zenghao Guan, Guojun Zhu, Yucan Zhou, Wu Liu, Weiping Wang, Jiebo Luo, Xiaoyan Gu |
| 2025 | AAAI | Capture Global Feature Statistics for One-Shot Federated Learning. | Zenghao Guan, Yucan Zhou, Xiaoyan Gu |
| 2025 | ICCV | Diversity-Enhanced Distribution Alignment for Dataset Distillation. | Hongcheng Li, Yucan Zhou, Xiaoyan Gu, Bo Li, Weiping Wang |
| 2025 | IJCNN | Teach Structure Features to Cooperate with Node Embeddings in Link Prediction. | Ziwei Li, Feifei Dai, Yucan Zhou, Haihui Fan, Xiaoyan Gu, Dan Meng |
| 2024 | ICASSP | Meta-Knowledge Enhanced Data Augmentation for Federated Person Re-Identification. | Chunli Song, Xiaohua Chen, Wenqiu Zhu, Yucan Zhou, Xiaoyan Gu, Bo Li |
| 2024 | IJCNN | Noise-Aware Person Re-identification via Local Uncertainty Estimation. | Chunli Song, Yucan Zhou, Wenqiu Zhu, Jiang Zhou, Xiaoyan Gu, Bo Li |
| 2023 | ICCV | AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification. | Xiaohua Chen, Yucan Zhou, Dayan Wu, Chule Yang, Bo Li, Qinghua Hu, Weiping Wang |
| 2023 | ICONIP | Preserving Potential Neighbors for Low-Degree Nodes via Reweighting in Link Prediction. | Ziwei Li, Yucan Zhou, Haihui Fan, Xiaoyan Gu, Bo Li, Dan Meng |
| 2022 | AAAI | Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification. | Xiaohua Chen, Yucan Zhou, Dayan Wu, Wanqian Zhang, Yu Zhou, Bo Li, Weiping Wang |
| 2021 | ICANN | MMF: Multi-task Multi-structure Fusion for Hierarchical Image Classification. | Xiaoni Li, Yucan Zhou, Yu Zhou, Weiping Wang |
| 2021 | IJCAI | Rescuing Deep Hashing from Dead Bits Problem. | Shu Zhao, Dayan Wu, Yucan Zhou, Bo Li, Weiping Wang |
| 2020 | CVPR | SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition. | Zhi Qiao, Yu Zhou, Dongbao Yang, Yucan Zhou, Weiping Wang |
| 2017 | ICDM | Local Bayes Risk Minimization Based Stopping Strategy for Hierarchical Classification. | Yu Wang, Qinghua Hu, Yucan Zhou, Hong Zhao, Yuhua Qian, Jiye Liang |
| 2017 | ICONIP | A Pixel-to-Pixel Convolutional Neural Network for Single Image Dehazing. | Chengkai Zhu, Yucan Zhou, Zongxia Xie |
| 2015 | ICMLC | Automatic Chinese dialog acts recognition with multiple kernel learning. | Xuxiao Wang, Hong Shi, Yucan Zhou |
| 2015 | ICONIP | Heterogeneous Features Integration via Semi-supervised Multi-modal Deep Networks. | Lei Zhao, Qinghua Hu, Yucan Zhou |
| 2015 | IJCNN | Improved multi-kernel SVM for multi-modal and imbalanced dialogue act classification. | Yucan Zhou, Xiaowei Cui, Qinghua Hu, Yuan Jia |
| 2014 | Interspeech | Learning conditional random field with hierarchical representations for dialogue act recognition. | Yucan Zhou, Qinghua Hu, Jie Liu, Yuan Jia |