Journal Papers


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

Conference Papers


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

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

Patents in China


  • 跨媒体稀疏哈希索引方法. 吴飞, 张寅, 余宙, 邵健, 庄越挺.CN103473307B, 2016
  • 一种基于耦合鉴别性字典的跨媒体哈希索引方法. 汤斯亮, 邵健, 余宙, 吴飞, 庄越挺, CN104317838A, 2017
  • 一种基于神经网络的跨媒体哈希索引方法. 汤斯亮, 吴飞, 余宙, 邵健, 庄越挺, CN104346440A, 2017
  • 一种基于多模态低秩双线性池化的图像内容问答方法. 俞俊, 余宙, 项晨钞, CN107480206A, 2018