Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao, "Beyond
Bilinear: Generalized Multimodal Factorized High-order Pooling
for Visual Question Answering",
IEEE Transactions on Neural Networks and Learning Systems
(TNNLS), 29(12): 5947-5959, 2018.
The solution of the runner-up awards (2nd place) in
VQA Challenge 2017
and
VQA Challenge 2018
Paper
Project
Slides 2017
Slides 2018
Fei Wu, Zhou Yu, Yi Yang, Siliang Tang and Yueting Zhuang, "Sparse
Multi-modal Hashing", IEEE Transactions on Multimedia,
16(2): 427-439, 2014.
Paper
余宙, 吴飞, 庄越挺.中国计算机学会通讯, 2012,
8(12):15-20.
Paper
Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Tian Qi, "Deep Modular
Co-Attention Networks for Visual Question Answering",
IEEE Conference on Computer Vision and Pattern Recognition
(CVPR), Long Beach, USA, 2019.
The solution of the winner award (1st place) in
VQA Challenge 2019
Paper
Project
Slides
Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang,
Dacheng Tao, "ActivityNet-QA: A Dataset for Understanding
Complex Web Videos via Question Answering",
AAAI Conference on Artificial Intelligence (AAAI),
Honolulu, USA, 2019.
Paper
Project
Yibing Zhan, Jun Yu, Zhou Yu, Rong Zhang, Dacheng Tao, Qi Tian, "Comprehensive
Distance-Preserving Autoencoders for Cross-Modal Retrieval",
ACM Conference on Multimedia (ACMMM), Seoul, Korea,
2018.
Paper
Zhou Yu, Jun Yu, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao,
"Rethinking Diversified and Discriminative Proposal Generation
for Visual Grounding",
International Joint Conference on Artificial Intelligence
(IJCAI), Stockholm, Sweden, 2018.
Paper
Project
Zhou Zhao, Zhu Zhang, Shuwen Xiao, Zhou Yu, Jun Yu, Deng Cai, Fei Wu, Yueting Zhuang, "Open-Ended
Long-form Video Question Answering via Adaptive Hierarchical
Reinforced Networks",
International Joint Conference on Artificial Intelligence
(IJCAI), Stockholm, Sweden, 2018.
Paper
Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao, "Multi-modal Factorized
Bilinear Pooling with Co-attention Learning for Visual
Question Answering",
International Conference on Computer Vision (ICCV),
Venice, Italy, 2017.
Paper
Project
Jianping Fan, Tianyi Zhao, Zhenzhong Kuang,
Zhou Yu, Jun Yu, "Deep Mixture of Experts with Diverse Task Spaces",
International Conference on Machine Learning Applications
(ICMLA), Cancun, Mexico, 2017.
Paper
Jun Yu, Zhenzhong Kuang, Zhou Yu, Dan Lin, Jianping Fan, "Privacy Setting Recommendation for
Image Sharing",
International Conference on Machine Learning Applications
(ICMLA), Cancun, Mexico, 2017.
Paper
Ling Chen, Jian Shao, Zhou Yu, Jianling Sun, Fei Wu and Yueting Zhuang, "RAISE: A Whole
Process Modeling Method for Unstructured Data Management",
1st IEEE International Conference on Multimedia Big Data
(BigMM), 9-12, Beijing, China, 2015.
Paper
Zhou Yu, Fei Wu, Yi Yang, Qi Tian, Jiebo Luo and Yueting Zhuang,
"Discriminative Coupled Dictionary Hashing for Fast
Cross-media Retrieval",
The 37th Annual ACM SIGIR Conference, 395-404, Gold
coast, Australia, 2014.
Paper
Zhou Yu, Fei Wu, Yin Zhang, Siliang Tang, Jian Shao and Yueting
Zhuang, "Hashing with List-wise Learning to Rank",
The 37th Annual ACM SIGIR Conference, 999-1002, Gold
coast, Australia, 2014.
Paper
Yueting Zhuang, Zhou Yu, Wei Wang, Fei Wu, Siliang Tang and Jian Shao, "Cross-media
Hashing with Neural Networks",
ACM International Conference on Multimedia, 901-904,
Orlando, USA, 2014
Paper
Zhou Yu, Yin Zhang, Siliang Tang, Yi Yang, Qi Tian and Jiebo Luo,
"Cross-media hashing with kernel regression",
IEEE International Conference on Multimedia and Expo
(ICME), 1-6, 2014, Chengdu, China.
Paper
Zhou Yu, Siliang Tang, Yin Zhang and Jian Shao, "Image reranking via
attribute boosted hypergraph",
Pacific-Rim Conference on Multimedia (PCM), 779-789,
2012, Singapore.
Paper
Zhou Yu, Jian Shao and Fei Wu, "LuSH: A Generic High-dimensional
Index Framework",
International Conference on Web-Age Information Management
(WAIM) workshop, 181-191, 2012, Harbin, China.
Paper