Jianfeng Dong

dongjf24@gmail.com

Biography

Jianfeng Dong is currently a Research Professor at the College of Computer and Information Engineering, Zhejiang GongShang University, and also a Visiting Scholar at Alibaba-Zhejiang University Joint Research Institute of Frontier Technologies (AZFT). He received his Doctor degree from Zhejiang University in 2018, under the supervision of Prof. Duanqing Xu. He was also a visiting Ph.D. student in Multimedia Computing Lab at Renmin University of China, working with Prof. Xirong Li in 2015-2016, and in UBTECH Sydney Artificial Intelligence Centre at The University of Sydney, working with Prof. Dacheng Tao in 2017. His research direction is Multimieda Understanding, Computer Vision and Deep Learning.

Recent News

Selected Publications

Dual Encoding for Video Retrieval by Text

Jianfeng Dong, Xirong Li, Chaoxi Xu, Xun Yang, Gang Yang, Xun Wang, Meng Wang. TPAMI 2021.
[paper] [code]

Fine-Grained Fashion Similarity Learning by Attribute-Specific Embedding Network

Zhe Ma, Jianfeng Dong#, Yao Zhang, Zhongzi Long, Yuan He, Hui Xue, Shouling Ji. AAAI 2020.
[paper] [poster ] [code] [news]

Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval

Xun Yang, Jianfeng Dong#, Yixin Cao, Xun Wang, Meng Wang, Tat-Seng Chua. SIGIR 2020.
[paper] [slides]

Dual Encoding for Zero-Example Video Retrieval

Jianfeng Dong#, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, Xun Wang. CVPR 2019.
[paper] [slides] [poster] [code]

W2VV++: Fully Deep Learning for Ad-hoc Video Search

Xirong Li, Chaoxi Xu, Gang Yang, Zhineng Chen, Jianfeng Dong#. ACM MM 2019. (Winner of NIST TRECVID 2018 Ad-hoc Video Search task)
[paper] [code]

Feature Re-Learning with Data Augmentation for Video Relevance Prediction

Jianfeng Dong, Xun Wang, Leimin Zhang, Chaoxi Xu, Gang Yang, Xirong Li. TKDE 2019.
[paper] [code]

Feature Re-Learning with Data Augmentation for Content-based Video Recommendation

Jianfeng Dong, Xirong Li, Chaoxi Xu, Gang Yang, Xun Wang. ACM MM 2018. (Winner of Hulu Content-based Video Relevance Prediction Challenge 2018)
[paper] [slides] [code]

Predicting Visual Features from Text for Image and Video Caption Retrieval

Jianfeng Dong, Xirong Li, and Cees G. M. Snoek. TMM 2018. (Winner of NIST TRECVID 2016 Video-to-Text task)
[paper] [code]

Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild

Jianfeng Dong, Xirong Li, Duanqing Xu. TMM 2018.
[paper] [code]

Fluency-Guided Cross-Lingual Image Captioning

Weiyu Lan, Xirong Li, Jianfeng Dong. ACM MM 2017.
[paper] [slides] [code]

Early Embedding and Late Reranking for Video Captioning

Jianfeng Dong, Xirong Li, Weiyu Lan, Yujia Huo, and Cees G. M. Snoek. ACM MM 2016. (Grand Challenge Award)
[paper] [slides]

Adding Chinese Captions to Images

Xirong Li, Weiyu Lan, Jianfeng Dong, Hailong Liu. ICMR 2016.
[paper] [data]

Early Embedding and Late Reranking for Video Captioning

Jianfeng Dong, Xirong Li, Shuai Liao, Jieping Xu, Duanqing Xu, Xiaoyong Du. ACM MM 2015. (Winner of MSR-Bing Image Retrieval Challenge)
[paper] [slides] [code] [data]

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