Research Interests

The following papers will illustrate what exatly we do.If you are interested, please click the corresponded paper to learn more details.

Machine Learning

Computer Vision

Video and image understanding

Reinforcement Learning
Machine Learning
  1. Zhengzhuo Xu, Zenghao Chai, Chun Yuan, Towards Calibrated Model for Long-Tailed Visual Recognition from Prior Perspective, NIPS 2021 (CCF A) new!
  2. Yuwu Lu, Wenjing Wang, Chun Yuan, Xuelong Li, Zhihui Lai, Manifold Transfer Learning Via Discriminant Regression Analysis, TMM 2021 (CCF A) new!
  3. JiayinCai, Chun Yuan, Cheng Shi, Lei Li, Yangyang Cheng, and Ying Shan, Feature Augmented Memory with Global Attention Network for VideoQA, IJCAI 2020 (CCF A)
  4. Zhihui Lin, Chun Yuan, and Maomao Li, HAF-SVG: Hierarchical Stochastic Video Generation with Aligned Features, IJCAI 2020 (CCF A)
  5. Zhihui Lin, Maomao Li, Zhuobin Zheng, Yangyang Cheng, Chun Yuan, Self-Attention ConvLSTM for Spatiotemporal Prediction, AAAI 2020 (CCF A)
  6. Zhiming Ma, Chun Yuan, Image-to-Tree: A Tree-structured Decoder for Image Captioning, ICME 2019 (CCF B)
  7. Zhou Cheng, Chun Yuan, Jiancheng Li, Haiqin Yuang, TreeNet: Learning sentence representations with unconstrained tree structure, IJCAI 2018 (CCF A)
  8. Dali Yang, Chun Yuan. Hierarchical Context Encoder for Events Captioning in Videos, IEEE International Conference on Image Processing, ICIP2018 (CCF C)
  9. Cheng Shi, ChunYuan, Jiayin Cai, Zhuobin Zheng, Zhihui Lin, YangyangCheng, Conditional Kronecker Batch Normalization for Compositional Reasoning, BMVC 2018 (CCF C)


Computer Vision
  1. Qiurui Wang, Chun Yuan, Jingdong Wang, Wenjun Zeng, Learning Attentional Recurrent Neural Network for Visual Tracking. IEEE Transactions on Multimedia, 2018 (CCF B)
  2. Zhiguan Lin, Chun Yuan, Robust Visual Tracking in Low-Resolution Sequence. IEEE International Conference on Image Processing ICIP 2018( CCF C)
  3. Youcheng Ben, Chun Yuan, Densely stacked generative adversarial networks, ICME 2018 (CCF B)
  4. Maomao Li, Chun Yuan, et al. Stochastic Video Generation with Disentangled Representations ICME 2018 (CCF B)
  5. Zhou Cheng, Jiancheng Li, Chun Yuan, GATE FUNCTION BASED STRUCTURE-AWARE CONVOLUTION FOR SCENE SEMANTIC SEGMANTATION, ICME2017


Video and image understanding
  1. Lei Li, Chun Yuan, VQMG: Hierarchical Vector Quantised and Multi-hops Graph Reasoning for Explicit Representation Learning, ACM 2021 (CCF A) new!
  2. Meng Wei, Chun Yuan, Xiaoyu Yue, Kuo Zhong, HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation, ACM 2020 (CCF A) new!
  3. Yuwei Zhang, Peng Zhang, Chun Yuan, and Zhi Wang, Texture and Shape biased Two-Stream Networks for Clothing Classification and Attribute Recognition, CVPR 2020 (CCF A)
  4. Lishu Luo, Chun Yuan, Ke Zhang, Double Shot: Preserve and Erase Based Class Attention Networks for Weakly Supervised Localization, ICME 2020 (CCF B) <
  5. Yuwu Lu, Chun Yuan, Wenwu Zhu, Xuenong Li, Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification, Transaction on Image Processing, 2018 (CCF A)
  6. Yuwu Lu, Chun Yuan, Xuenong Li, Zhihui Lai, David Zhang, Structurally Incoherent Low-Rank 2DLPP for Image Classification, IEEE Transactions on Circuits and Systems for Video Technology, 2018(CCF B)
  7. Yuwu Lu, Chun Yuan, Xuenong Li, Zhihui Lai, David Zhang, Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation, IEEE Transactions on Circuits and Systems for Video Technology, 2018(CCF B)


Reinforcement Learning
  1. Zhuobin Zheng, Chun Yuan, Zhihui Lin, Yangyang Cheng, Hanghao Wu, Self-Adaptive Double bootstrapped DDPG，IJCAI 2018 (CCF A)
  2. Zhuobin Zheng, Chun Yuan, Zhihui Lin, Yangyang Cheng,, SUM: Self-Supervised Mixture-of-Experts by Uncertainty Estimation, AAAI 2019 (CCF A)


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