Fangming Zhong
PhD, Associate Professor
Network Communications and Database Technology Laboratory
Big Data Research Institute
School of Software Engineering
Dalian University of Technology, China
Email: fmzhong@dlut.edu.cn
Office: Multipurpose Building 417
Faculty Homepage | Google Scholar
Research Interests
Cross-modal Computing, including Cross-modal Data Cross-retrieval, Cross-modal Inference, Zero-shot and Few-shot Learning, and more.
Multi-modal Computing, Multi-modal Data Fusion, Multi-modal Knowledge Graph.
I am always looking for highly motivated students for research. Welcome to graduate students interested in academic research and project practice in the fields of multi-modal learning, cross-media computing, small-sample and zero-shot learning in artificial intelligence. If you are an undergraduate student planning for graduate school or studying abroad and have an interest in research, please feel free to email me (including your CV) to discuss the possibility of joining my team and collaborating on research projects.
News
2023-7
1 paper on unsupervised cross-modal retrieval accepted by ACM MM 2023(CCF-A).
Selected Publications [Full Publications]
Dual-Mix for Cross-Modal Retrieval with Noisy Labels.
Feng Ding, Xiu Liu, Xinyi Wang, Fangming Zhong
ICASSP, 2024.
Hypergraph-Enhanced Hashing for Unsupervised Cross-Modal Retrieval via Robust Similarity Guidance.
Fangming Zhong, Chenglong Chu, Zijie Zhu, Zhikui Chen*
ACM MM, 2023 [pdf] [code]
Arbitrary-Shaped Text Detection With Watershed Segmentation Network.
Zhikui Chen, Yipeng Lv, Suhua Zhang, Hao Ren, Feng Wang, and Fangming Zhong*
IEEE UIC 2022, Haikou China. Dec. 2022. [pdf]
Dual-Attention Network for Few-Shot Segmentation.
Zhikui Chen*, Han Wang, Suhua Zhang, Fangming Zhong*
ICASSP, 2022. [pdf]
Unsupervised Cross-modal Hashing Based on Joint-modal Semantic Similarity Refining.
Zhikui Chen, Kunlun Jiang, Fangming Zhong*, Xu Yuan, Yaochen Zhang
Journal of Chinese Computer Systems, 2022, DOI:10.20009j.cnki.21-1106TP.2022-0044. [pdf] [code]
A Novel Strategy to Balance the Results of Cross-Modal Hashing.
Fangming Zhong*, Zhikui Chen , Geyong Min , Feng Xia
Pattern Recognition, 2020, 107: 1-13. [pdf] [code]
An Exploration of Cross-Modal Retrieval for Unseen Concepts
Fangming Zhong , Zhikui Chen , and Geyong Min
Database Systems for Advanced Applications. DASFAA 2019:20-35 [pdf] [code]
Supervised Intra- and Inter-modality Similarity Preserving Hashing for Cross-Modal Retrieval.
Zhikui Chen, Fangming Zhong , Geyong Min , Yonglin Leng, and Yiming Ying
IEEE Access, 2018. [pdf] [code]
Deep Discrete Cross-Modal Hashing for Cross-Media Retrieval
Fangming Zhong , Zhikui Chen , and Geyong Min
Pattern Recognition, 2018,83:64-77 [pdf]
Multimedia Feature Mapping and Correlation Learning for Cross-Modal Retrieval
Xu Yuan, Hua Zhong, Zhikui Chen, Fangming Zhong, and Yueming Hu
International Journal of Grid and High Performance Computing, 2018,10(3):29-45 [pdf]
Honors
2022 Dalian City Recruitment of High-Level Talent
HPCC-2018 International Conference Outstanding Service Award
Smart X 2016 International Conference Best Contribution Awar