Yi Yu

J-GLOBAL         Last updated: Jan 23, 2019 at 13:01
 
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Name
Yi Yu
E-mail
yiyunii.ac.jp
Affiliation
National Institute of Informatics

Research Areas

 
 
  • Informatics / Multimedia database / Multimedia content analytics, multimedia service, multimedia data mining

Awards & Honors

 
2017
Best paper runner up, APWeb-WAIM 2017
 
2017
Finalist of the World’s FIRST 10K best paper award, IEEE ICME2017
 
2016
Certificate Appreciation for service as Demo Chair of WAIM 2016
 
2015
The 2nd prize in Yahoo Flickr grand challenge 2015
 
2013
the top winners (out of 29 teams) awarded in ACM SIGSPATIAL GIS Cup 2013
 

Published Papers

 
Graph-Regularized Locality-Constrained Joint Dictionary and Residual Learning for Face Sketch Synthesis
Junjun Jiang, Yi Yu, Zheng Wang, Xianming Liu, Jiayi Ma,
IEEE Transactions on Image Processing      Feb 2019   [Refereed]
Incremental Re-identification by Cross-Direction and Cross-Ranking Adaption
Zheng Wang, Junjun Jiang,Yi Yu, Shin'ichi Satoh
accepted by IEEE Transactions on Multimedia 2019      2019   [Refereed]
Face hallucination through differential evolution parameter map learning with facial structure prior
Junjun Jiang,Jiayi Ma, Suhua Tang, Yi Yu, Kiyoharu Aizawa
accepted by Journal of Information Sciences 2019      2019   [Refereed]
Audio-Visual embedding for cross-modal music video retrieval through Supervised Deep CCA
Donghuo Zeng, Yi Yu, Keizo Oyama
accepted by IEEE ISM2018      Dec 2018   [Refereed]
Deep Learning of Human Perception in Audio Event Classification
Yi Yu, Samuel Beuret, Donghuo Zeng, Keizo Oyama
accepted by IEEE ISM2018      Dec 2018   [Refereed]
Ensemble Super-Resolution with A Reference Dataset
Junjun Jiang, Yi Yu, Zheng Wang, Suhua Tang, Ruimin Hu
accepted by IEEE Transactions on Cybernetics 2018      Oct 2018   [Refereed]
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing
Sein Minn, Yi Yu, Michel Desmarais, Feida Zhu, and Jill-Jenn Vie
accepted by the 2018 IEEE International Conference on Data Mining (ICDM'18).      Oct 2018   [Refereed]
Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval
Yi Yu, Suhua Tang, Francisco Raposo, Lei Chen
ACM Transaction on Multimedia Computing Communication and Applications (ACMTOMM)      Oct 2018   [Refereed]
Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data
Yi Yu, Suhua Tang, Kiyoharu Aizawa, Akiko Aizawa
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)      Aug 2018   [Refereed]
Deep CNN Denoiser and Multi-layer Neighbor Component Embedding for Face Hallucination
Junjun Jiang,Yi Yu, Jinhui Hu, Suhua Tang, Jiayi Ma
International Joint Conference on Artificial Intelligence (IJCAI) 2018      Jul 2018   [Refereed]
Residual Learning for Face Sketch Synthesis
Junjun Jiang, Yi Yu, Zheng Wang, Jiayi Ma
ICASSP2018   1952-1956   Apr 2018   [Refereed]
Video-based Person Re-identification Self Paced Weighting
Wenjun Huang, Chao Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu
accepted by AAAI 2018      Feb 2018   [Refereed]
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Akiko Aizawa, Kiyoharu Aizawa
IEEE Transactions on Cybernetics      Jul 2018   [Refereed]
Yi Yu, Suhua Tang, Kiyoharu Aizawa, Akiko Aizawa
accepted by IEEE ISM2017      Sep 2017   [Refereed]
Person Re-identification via Discrepancy Matrix and Matrix Metric
Zheng Wang, Ruimin Hu, Chen Chen, Yi Yu, Junjun Jiang, Chao Liang, Shin’ichi Satoh
accepted by IEEE Transactions on Cybernetics 2017      Sep 2017   [Refereed]
Statistical Inference of Gaussian-Laplace Distribution for Person Verification
Zheng Wang, Ruimin Hu, Yi Yu, Junjun Jiang, Jiayi Ma, Shin'Ichi Satoh
accepted by ACM Multimedia (MM) 2017.      Aug 2017   [Refereed]
Soo-Chang Pei, Mei-Shuo Chen, Yi Yu, Suhua Tang, Chunlin Zhong
accepted by IEEE International Conference on Image Processing (ICIP) 2017.      Sep 2017   [Refereed]
“Deep Multi-Label Hashing for Large-Scale Visual Search Based on Semantic Graph,” accepted by APWeb-WAIM Joint Conference  on Web and Big Data 2017.
Chunlin Zhong, Yi Yu, Suhua Tang, Shin’ichi Satoh, Kai Xing,
   Jul 2017   [Refereed]
Junjun Jiang, Yi Yu, Suhua Tang, Jiayi Ma, Guo-Jun Qi, Akiko Aizawa
top 3% papers accepted by IEEE International Conference on Multimedia and Expo(ICME) 2017.      Jul 2017   [Refereed]
A Query Refinement Framework for Xml Keyword Search,
Zhifeng Bao, Yi Yu, Jian Shen, Zhangjie Fu,
Journal of World Wide Web (2017). doi:10.1007/s11280-017-0447-z, https://link.springer.com/article/10.1007/s11280-017-0447-z.      Mar 2017   [Refereed]