Fangming Zhong

Postdoctor
Dalian University of Technology

Email: fmzhong [at] mail.dlut.edu.cn
                fmzhong [at] dlut.edu.cn



Updates

  • Dec. 2019: The code of zero-shot cross-modal retrieval (CMAH) can be download publicly.
  • July 2019: Our paper on cross-modal hashing has been accepted to IET Image Processing(CCF C).
  • Jan. 2019: Our paper on zero-shot cross-modal retrieval has been accepted to DASFAA 2019 (CCF B).
  • Jan. 2019: Our paper on cross-modal retrieval has been accepted to IEEE BigDataService 2019.
  • May 2018: Our paper on cross-modal retrieval has been accepted to Pattern Recognition (CCF B).
  • Apr. 2018: Our paper on cross-modal retrieval has been accepted to IEEE Access.
  • Mar. 2018: Our paper on cross-modal retrieval has been accepted to Multimedia Tools and Applications (CCF C).
  • Nov. 2017: Our paper on cross-modal hypergraph learning has been accepted to IEEE Access.
  • Sep. 2017: Our paper on image annotation has been accepted to PCM-2017 (CCF C).
  • Nov. 2016: Our paper on multimodal deep learning has been accepted to JCS.
  • Dec. 2015: Our paper on framework of integrated big data has been accepted to ICBDA 2016.

About me


I am now a Postdoctor in computer science at Dalian University of Technology. My research interests include multimodal learning, cross-modal retrieval, cross-modal hashng, and zero-shot learning.

I received my PhD degree in software engineering from Dalian University of Technology in Sep. 2018.
As a joint PhD student in University of Exeter from Sep. 2016 to Aug. 2017, under the supervision of Prof. Geyong Min.

I received the B.S. and M.S. degree in Software Engineering from Dalian University of Technology in 2012, and 2014, respectively.


Publications


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


Deep Discrete Cross-Modal Hashing for Cross-Media Retrieval
Fangming Zhong , Zhikui Chen , and Geyong Min
Pattern Recognition, 2018,83:64-77


Combinative hypergraph learning in subspace for cross-modal ranking
Fangming Zhong , Zhikui Chen , Geyong Min , Zhaolong Ning , Hua Zhong, and Yueming Hu
Multimedia Tools and Applications, 2018


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


Self-Taught Cross-Modal Hashing with Minimal Semantic Loss
Jianing Du, Zhikui Chen, Fangming Zhong, and Xiru Qiu
IET Image Processing, 2019


Semantic-Guided Hashing for Cross-Modal Retrieval
Jianing Du, Zhikui Chen, Fangming Zhong, and Shi Chen
IEEE Fifth International Conference on Big Data Computing Service and Applications (BigDataService), 2019


A Partitioning and Index Algorithm for RDF Data of Cloud-based Robotic Systems
Yonglin Leng, Zhikui Chen, Hongmin Wang, and Fangming Zhong
IEEE Access, 2018


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


TCMHG: Topic-Based Cross-Modal Hypergraph Learning for Online Service Recommendations
Zhikui Chen , Fei Lu , Xu Yuan, and Fangming Zhong
IEEE Access, 2017


Multiple Kernel Learning based on Weak Learner for Automatic Image Annotation
Hua Zhong , Zhikui Chen , Xu Yuan, Fangming Zhong , and Yonglin Leng
The 2017 Pacific-Rim Conference on Multimedia (PCM)


Heterogeneous Visual Features Integration for Image Recognition Optimization in Internet of Things
Fangming Zhong , Zhikui Chen , Zhaolong Ning , Geyong Min , and Yueming Hu
Journal of Computational Science


BRGP: a balanced RDF graph partitioning algorithm for cloud storage
Yonglin Leng , Zhikui Chen, Fangming Zhong , Xiongjiu Li , Yueming Hu , and Chao Yang
Concurrency and Computation: Practice and Experience


Framework of Integrated Big Data: A Review
Zhikui Chen, Fangming Zhong , Xu Yuan, and Yueming Hu
2016 IEEE International Conference on Big Data Analysis (ICBDA)


BRDPHHC: A Balance RDF Data Partitioning Algorithm based on Hybrid Hierarchical Clustering
Yonglin Leng , Zhikui Chen, Fangming Zhong , and Hua Zhong
2015 IEEE 17th International Conference on High Performance Computing and Communications (workshop)


Residual Energy Level based Clustering Routing Protocol in Wireless Sensor Networks
Xu Yuan, Fangming Zhong , Zhikui Chen, and Deli Yang
Proc. of SPIE



Reviewer

  • CITS 2017
  • International Journal of Communication Systems
  • Information Science
  • Mobile Information Systems