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.

News

• 2024-6
  Congratulations to Wang Xinyi and Liu Xiu on their graduation.

• 2023-12
  1 paper on cross-modal retrieval with noisy labels accepted by ICASSP(CCF-B).

• 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. [pdf]
  

• 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