I’m a forth-year Ph.D. student supervised by Yujun Li at Shandong University. Joint training has been held at vislab, Nagoya University starting from March 1st.

📰 News

• 2023.03.04 The paper MAWKDN: A Multimodal Fusion Wavelet Knowledge Distillation Approach Based on Cross-View Attention for Action Recognition is accepted by IEEE Transactions on Circuits and Systems for Video Technology

• 2023.03.14 The paper User-Context Collaboration and Tensor Factorization for GNN-Based Social Recommendation is accepted by IEEE Transactions on Network Science and Engineering

• 2023.06.20 The paper MSIF: multi‑spectrum image fusion method for cross‑modality person re‑identification is accepted by International Journal of Machine Learning and Cybernetics

• 2023.09.28 The paper ARCTIC: A knowledge distillation approach via attention-based relation matching and activation region constraint for RGB-to-Infrared videos action recognition is accepted by Computer Vision and Image Understanding

• 2023.10.16 The paper An Unsupervised Domain Adaption Approach for Cross-Modality RGB-Infrared Person Re-Identification is accepted by IEEE Sensors Journal

• 2023.11.26 The paper SMTDKD: A Semantic-Aware Multimodal Transformer Fusion Decoupled Knowledge Distillation Method for Action Recognition is accepted by IEEE Sensors Journal

• 2024.04.05 The paper ASMGCN: Attention-Based Semantic-Guided Multistream Graph Convolution Network for Skeleton Action Recognition is accepted by IEEE Sensors Journal

• 2024.05.18 The paper MSSA: Multi-Spectral Semantic Alignment for Cross-Modality Infrared-RGB Person Re-Identification is accepted by IEEE Transactions on Computational Social Systems

• 2025.01.19 The paper Semantic Matters: A Constrained Approach for Zero-shot Video Action Recognition is accepted by Pattern Recognition

• 2025.01.22 The paper Multi-scale patch transformer with adaptive decomposition for carbon emissions forecasting is accepted by Engineering Applications of Artificial Intelligence

📖 Publications

Here are some of the selections from my Google Scholar

Zhenzhen Quan, Qingshan CHen, Moyan Zhang, Weifeng Hu, Qiang Zhao, Jiangang Hou, Yujun Li, Zhi Liu. MAWKDN: A Multimodal Fusion Wavelet Knowledge Distillation Approach Based on Cross-View Attention for Action Recognition., IEEE Transactions on Circuits and Systems for Video Technology

Zhenzhen Quan, Jialei CHen, Daisuke Deguchi, Jie Sun, Chenkai Zhangb, Yujun Li, Hiroshi Murase. Semantic Matters: A Constrained Approach for Zero-shot Video Action Recognition., Pattern Recognition

Zhenzhen Quan, Qingshan Chen, Yujun Li, Zhi Liu, Yan Cui, ARCTIC: A knowledge distillation approach via attention-based relation matching and activation region constraint for RGB-to-Infrared videos action recognition., Computer Vision and Image Understanding

Zhenzhen Quan, Qingshan Chen, Wei Wang, Moyan Zhang, Xiang Li, Yujun Li, Zhi Liu, SMTDKD: A Semantic-Aware Multimodal Transformer Fusion Decoupled Knowledge Distillation Method for Action Recognition., IEEE Sensors Journal

Moyan Zhang, Zhenzhen Quan, Wei Wang, Zhe Chen, Xiaoshan Guo, Yujun Li, ASMGCN: Attention-Based Semantic-Guided Multistream Graph Convolution Network for Skeleton Action Recognition., (co-author, 2/2), IEEE Sensors Journal

Wei Wang, Zhenzhen Quan, Siwen Zhao, Guoqiang Sun, Yujun Li, Xianye Ben, Jianli Zhao, User-Context Collaboration and Tensor Factorization for GNN-Based Social Recommendation., IEEE Transactions on Network Science and Engineering

Qingshan Chen, Zhenzhen Quan, Yifan Zheng, Yujun Li, Zhi Liu, Mikhail G. Mozerov, MSIF: multi-spectrum image fusion method for cross-modality person re-identification., International Journal of Machine Learning and Cybernetics

Qingshan Chen, Zhenzhen Quan, Yujun Li, Chao Zhai, Mikhail G. Mozerov, An Unsupervised Domain Adaption Approach for Cross-Modality RGB-Infrared Person Re-Identification., IEEE Sensors Journal

Qingshan Chen, Moyan Zhang, Zhenzhen Quan, Yumeng Zhang, Mikhail G. Mozerov, Chao Zhai, Hongjuan Li, Yujun Li, MSSA: Multi-Spectral Semantic Alignment for Cross-Modality Infrared-RGB Person Re-Identification., IEEE Transactions on Computational Social Systems

Xiang Li, Lei Chu, Yujun Li, Fengqian Ding, Zhenzhen Quan, Fangxu Qu, Zhanjun Xing, Multi-scale patch transformer with adaptive decomposition for carbon emissions forecasting., Engineering Applications of Artificial Intelligence

🎓 Education

• 2014.9 - 2017.6 M.E NorthEastern University, Shenyang, China
• 2010.9 - 2014.6 B.E Shandong University of Science and Technology, Qingdao, China

🏅 Awards

• National Scholarship 2023.10
• China Scholarship Council 2023.7
• National Encouragement scholarship 2011.10

🔨 Work

• 2019.4 - 2020.8 Driver Software Engineer Hisense Visual Technology Company Limited, Qingdao, China
• 2017.3 - 2019.3 Embedded Software development engineer Qingdao Goertek Acoustics Technology Company Limited, Qingdao, China

💼 Academic Services

Reviewer for Journal

• IEEE Transactions on Circuits and Systems for Video Technology

• IEEE Transactions on Neural Networks and Learning Systems

• International Journal of Machine Learning and Cybernetics

• IET Signal Processing

• Transactions on Emerging Telecommunications Technologies

Reviewer for Conference

• International Conference on Multimedia Modeling