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毛震东

Professor

Supervisor of Doctorate Candidates

Supervisor of Master's Candidates


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Education Level:With Certificate of Graduation for Doctorate Study

Degree:Dr

Alma Mater:中国科学院计算技术研究所

Academic Honor

2022   National outstanding youth fund winner

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Profile

Zhendong Mao received his Ph.D. in Computer Application Technology from the Institute of Computing Technology, Chinese Academy of Sciences in 2014. Currently, he is a Professor in the Department of Electronic Engineering and Information Science at the University of Science and Technology of China in Hefei, China. Prior to his current position, he served as an Assistant Professor at the Institute of Information Engineering, Chinese Academy of Sciences in Beijing from 2014 to 2019. His research interests span on cross-modal understanding and generation.

Zhendong Mao has authored over 100 refereed journal and conference papers including IEEE TPAMI, IEEE TKDE, IEEE TIP, CVPR, and ACL (Google Scholar). He currently serves as Associate Editor of IEEE Transactions on Multimedia (TMM) and IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). He also serves as the Area Chair/PC member at multiple top-tier conferences including CVPR, ICCV, ICML, ACL, NeurIPS, ACM MM, and AAAI. He was awarded the Outstanding Area Chair at ACM MM 2024.


selected papers in recent 3 years:

  1. Shancheng Fang, Zhendong Mao*, Hongtao Xie*, Yuxin Wang, Chenggang Yan, Yongdong Zhang. “ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting.” IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), Volume 45(6), Pages 7123 – 7141, 2023.

  2. Kun Zhang, Zhendong Mao*, An-An Liu, Yongdong Zhang. “Unified Adaptive Relevance Distinguishable Attention Network for Image-Text Matching.” IEEE Transactions on Multimedia (IEEE-TMM), Volume 25, Pages 1320 – 1332, 2023.

  3. Zheren Fu, Zhendong Mao*, Bo Hu, An-An Liu, Yongdong Zhang. “Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning.” IEEE Transactions on Multimedia (IEEE-TMM), Volume 25, Pages 7758 – 7771, 2023.

  4. Zheren Fu, Zhendong Mao*, Chenggang Yan, An-An Liu, Hongtao Xie, Yongdong Zhang. "Self-supervised Synthesis Ranking for Deep Metric Learning." IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), Volume 32, Issue 7, Pages 4736 - 4750, 2022.

  5. Chunxiao Liu, Zhendong Mao*, Tianzhu Zhang, An-An Liu, Bin Wang, Yongdong Zhang. “Focus Your Attention: A Focal Attention for Multimodal Learning.” IEEE Transactions on Multimedia (IEEE-TMM), Volume 24, Pages 103 – 115, 2022.

  6. Zhe Li, Lei Zhang, Kun Zhang, Yongdong Zhang, Zhendong Mao*. “Improving Image-Text Matching with Bidirectional Consistency of Cross-Modal Alignment.” IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), Volume 34, Issue 7, Pages 6590 - 6607, 2024.

  7. Zhe Li, Lei Zhang, Kun Zhang, Yongdong Zhang, Zhendong Mao*. "Fast, Accurate, and Lightweight Memory-Enhanced Embedding Learning Framework for Image-Text Retrieval." IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), Volume 34, Issue 7, 6542 - 6558, 2024.

  8. Jingyu Li, Lei Zhang, Kun Zhang, Bo Hu, Hongtao Xie, Zhendong Mao*. “Cascade Semantic Prompt Alignment Network for Image Captioning.” IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), Volume 34, Issue 7, Pages 5266 - 5281, 2024.

  9. Kun Zhang, Bo Hu, Huatian Zhang, Zhe Li, Zhendong Mao*. “Enhanced Semantic Similarity Learning Framework for Image-Text Matching.” IEEE Transactions on Circuits and Systems for Video Technology  (IEEE-TCSVT), Volume 34, Issue 4, Pages 2973 – 2988, 2024.

  10. Quan Wang, Zhendong Mao*, Jie Gao, Yongdong Zhang. “Document-Level Relation Extraction with Progressive Self-Distillation.” ACM Transactions on Information Systems (ACM-TIOIS), Volume 42, Issue 6, No. 143, Pages 1 - 34, 2024.


Educational Experience

  • 2011.9 -- 2014.7

    the Institute of Computing Technology, Chinese Academy of Sciences       Computer Application Technology       With Certificate of Graduation for Doctorate Study       Doctoral Degree in Philosophy

  • 2008.9 -- 2011.7

    the Institute of Computing Technology, Chinese Academy of Sciences       Computer Application Technology       With Certificate of Graduation for Study as Master's Candidates       Master's degree

  • 2000.9 -- 2004.7

    Huazhong University of Science and Technology       Computer Science and Technology       UNDERGRADUATE EDUCATION       bachelor's degree

Work Experience

  • 2022.12 -- Now

    University of Science and Technology of China      Professor

  • 2019.6 -- 2022.12

    University of Science and Technology of China      Researcher

  • 2016.10 -- 2019.6

    Institute of Information Engineering, Chinese Academy of Sciences      associate reseacher

  • 2014.7 -- 2016.10

    Institute of Information Engineering, Chinese Academy of Sciences      assistent researher

Social Affiliations

  • IEEE-TMM Associate Editor

  • IEEE-TCSVT Associate Editor

  • executive member of Multimedia Technology Committee of China Computer Federation

  • standing member of Information Fusion Committee of China Command and Control Society

  • Researcher of State Key Laboratory of Communication Content Cognition

  • the Area Chair/PC member at multiple top-tier conferences including CVPR, ICCV, ICML, ACL, NeurIPS, ACM MM, and AAAI, and was selected as Outstanding Area Chair at ACM MM 2024

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