Yucan Zhou

According to our database, Yucan Zhou authored at least 37 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

STSA: Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation.

Zenghao Guan, Guojun Zhu, Yucan Zhou, Wu Liu, Weiping Wang, Jiebo Luo, Xiaoyan Gu

CoRR, June, 2025

Adaptive Diversity Induced Reweighting for long-tailed classification.

Xiaohua Chen, Yucan Zhou, Hongcheng Li, Haihui Fan, Qinghang Su, Weiping Wang

Neural Networks, 2025

LaAeb: A comprehensive log-text analysis based approach for insider threat detection.

Kexiong Fei, Jiang Zhou, Yucan Zhou, Xiaoyan Gu, Haihui Fan, Bo Li, Weiping Wang, Yong Chen

Comput. Secur., 2025

Capture Global Feature Statistics for One-Shot Federated Learning.

Zenghao Guan, Yucan Zhou, Xiaoyan Gu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Diversified Semantic Distribution Matching for Dataset Distillation.

Hongcheng Li, Yucan Zhou, Xiaoyan Gu, Bo Li, Weiping Wang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Noise-Aware Person Re-identification via Local Uncertainty Estimation.

Chunli Song, Yucan Zhou, Wenqiu Zhu, Jiang Zhou, Xiaoyan Gu, Bo Li

Proceedings of the International Joint Conference on Neural Networks, 2024

Tackling Feature Skew in Heterogeneous Federated Learning with Semantic Enhancement.

Qi Li, Yucan Zhou, Jiang Zhou, Xiaoyan Gu, Bo Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

GIE : Gradient Inversion with Embeddings.

Zenghao Guan, Yucan Zhou, Xiaoyan Gu, Bo Li

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Meta-Knowledge Enhanced Data Augmentation for Federated Person Re-Identification.

Chunli Song, Xiaohua Chen, Wenqiu Zhu, Yucan Zhou, Xiaoyan Gu, Bo Li

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Decoupled Contrastive Learning for Long-Tailed Distribution.

Xiaohua Chen, Yucan Zhou, Lin Wang, Dayan Wu, Wanqian Zhang, Bo Li, Weiping Wang

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Preserving Potential Neighbors for Low-Degree Nodes via Reweighting in Link Prediction.

Ziwei Li, Yucan Zhou, Haihui Fan, Xiaoyan Gu, Bo Li, Dan Meng

Proceedings of the Neural Information Processing - 30th International Conference, 2023

AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification.

Xiaohua Chen, Yucan Zhou, Dayan Wu, Chule Yang, Bo Li, Qinghua Hu, Weiping Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Exploring Relations in Untrimmed Videos for Self-Supervised Learning.

Dezhao Luo, Yu Zhou, Bo Fang, Yucan Zhou, Dayan Wu, Weiping Wang

ACM Trans. Multim. Comput. Commun. Appl., 2022

Hierarchical Semantic Risk Minimization for Large-Scale Classification.

Yu Wang, Zhou Wang, Qinghua Hu, Yucan Zhou, Honglei Su

IEEE Trans. Cybern., 2022

Uncertainty-Aware and Multigranularity Consistent Constrained Model for Semi-Supervised Hashing.

Shuai Cheng, Yucan Zhou, Wanqian Zhang, Dayan Wu, Chule Yang, Bo Li, Weiping Wang

IEEE Trans. Circuits Syst. Video Technol., 2022

Deep collaborative multi-task network: A human decision process inspired model for hierarchical image classification.

Yu Zhou, Xiaoni Li, Yucan Zhou, Yu Wang, Qinghua Hu, Weiping Wang

Pattern Recognit., 2022

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Robust hierarchical feature selection driven by data and knowledge.

Xinxin Liu, Yucan Zhou, Hong Zhao

Inf. Sci., 2021

Multi-Feature Graph Attention Network for Cross-Modal Video-Text Retrieval.

Xiaoshuai Hao, Yucan Zhou, Dayan Wu, Wanqian Zhang, Bo Li, Weiping Wang

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

Rescuing Deep Hashing from Dead Bits Problem.

Shu Zhao, Dayan Wu, Yucan Zhou, Bo Li, Weiping Wang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

What Matters: Attentive and Relational Feature Aggregation Network for Video-Text Retrieval.

Xiaoshuai Hao, Yucan Zhou, Dayan Wu, Wanqian Zhang, Bo Li, Weiping Wang, Dan Meng

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Disturbance Consistent Self-Ensembling for Semi-Supervised Hashing.

Shuai Cheng, Yucan Zhou, Dayan Wu, Haisu Zhang, Bo Li, Weiping Wang

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

MMF: Multi-task Multi-structure Fusion for Hierarchical Image Classification.

Xiaoni Li, Yucan Zhou, Yu Zhou, Weiping Wang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Expert Training: Task Hardness Aware Meta-Learning for Few-Shot Classification.

Yucan Zhou, Yu Wang, Jianfei Cai, Yu Zhou, Qinghua Hu, Weiping Wang

CoRR, 2020

SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition.

Zhi Qiao, Yu Zhou, Dongbao Yang, Yucan Zhou, Weiping Wang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2018

Large-Scale Multimodality Attribute Reduction With Multi-Kernel Fuzzy Rough Sets.

Qinghua Hu, Lingjun Zhang, Yucan Zhou, Witold Pedrycz

IEEE Trans. Fuzzy Syst., 2018

Kernel-Based Semantic Hashing for Gait Retrieval.

Yucan Zhou, Yongzhen Huang, Qinghua Hu, Liang Wang

IEEE Trans. Circuits Syst. Video Technol., 2018

Deep super-class learning for long-tail distributed image classification.

Yucan Zhou, Qinghua Hu, Yu Wang

Pattern Recognit., 2018

2017

A Pixel-to-Pixel Convolutional Neural Network for Single Image Dehazing.

Chengkai Zhu, Yucan Zhou, Zongxia Xie

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Local Bayes Risk Minimization Based Stopping Strategy for Hierarchical Classification.

Yu Wang, Qinghua Hu, Yucan Zhou, Hong Zhao, Yuhua Qian, Jiye Liang

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2015

Combining heterogeneous deep neural networks with conditional random fields for Chinese dialogue act recognition.

Yucan Zhou, Qinghua Hu, Jie Liu, Yuan Jia

Neurocomputing, 2015

Improved multi-kernel SVM for multi-modal and imbalanced dialogue act classification.

Yucan Zhou, Xiaowei Cui, Qinghua Hu, Yuan Jia

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Heterogeneous Features Integration via Semi-supervised Multi-modal Deep Networks.

Lei Zhao, Qinghua Hu, Yucan Zhou

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Automatic Chinese dialog acts recognition with multiple kernel learning.

Xuxiao Wang, Hong Shi, Yucan Zhou

Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

2014

Multi-label Attribute Evaluation Based on Fuzzy Rough Sets.

Lingjun Zhang, Qinghua Hu, Yucan Zhou, Xiaoxue Wang

Proceedings of the Rough Sets and Current Trends in Computing, 2014

Learning conditional random field with hierarchical representations for dialogue act recognition.

Yucan Zhou, Qinghua Hu, Jie Liu, Yuan Jia

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2013

The effect of accent in recognizing dialog act in Chinese.

Yucan Zhou, Yuan Jia, Qinghua Hu, Aijun Li

Proceedings of the 2013 International Conference Oriental COCOSDA held jointly with 2013 Conference on Asian Spoken Language Research and Evaluation (O-COCOSDA/CASLRE), 2013