About me

Dr. Fangming Zhong is a associate professor in the School of Software Engineering at Dalian University of Technology (DUT). He received his B.S. (2012), M.S. (2014) and PhD degree (2018) in software engineering from Dalian University. He used to be a visiter student in University of Exeter from Sep. 2016 to Aug. 2017, under the supervision of Prof. Geyong Min. Before jointing School of Software Engineering, he worked as a Postdoctoral Research Fellow at the Postdoctoral Research Station of Computer Science and Technology in DUT. He has published 20+ academic papers about cross-modal retrieval and zero-shot learning on Pattern Recognition, Computers and Electronics in Agriculture, IET Image Processing, DASFAA and ICASSP, etc. He has servered as reviewer for top journals such as IEEE TNNLS, Information Science, Information Fusion, and the Chiar of IEEE PICOM Workshop (KDBD-2020). He received the Best Contribution Award of Smart X 2016, Outstanding Service Award from the IEEE HPCC 2018.

Research interests: multimodal learning, robust cross-modal retrieval, cross-modal hashng, and zero-shot learning.

欢迎有志于从事多模态学习、跨媒体计算、小样本零样本学习等人工智能方向学术研究和项目实践的同学报考研究生!
欢迎计划保研和出国的同学和对科研感兴趣的本科生提前参与实验室科研训练!



Publications

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.


联合模态语义相似度修正的无监督跨模态哈希.
陈志奎,蒋昆仑 钟芳明*, ,原旭,张尧臣
小型微型计算机系统，2022, DOI:10.20009/j.cnki.21-1106/TP.2022-0044.


NOISE SUPPRESSION FOR IMPROVED FEW-SHOT LEARNING.
Zhikui Chen*, Tiandong Ji , Suhua Zhang, Fangming Zhong*
ICASSP，2022.


Multiple-Input Multiple-Output Fusion Network for Generalized Zero-Shot Learning.
Fangming Zhong* , Guangze Wang, Zhikui Chen, Xu Yuan, Feng Xia
ICASSP, 2021: 1725-1729.


Zero- and Few-shot Learning for Diseases Recognition of Citrus aurantium L. Using Conditional Adversarial Autoencoders.
Fangming Zhong* , Zhikui Chen, Yuchun Zhang, Feng Xia.
Computers and Electronics in Agriculture, 2020, 179: 1-10.


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