Publications

Qingsen Yan, Dong Gong, Pei Wang, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi (2023). SharpFormer: Learning local feature preserving global representations for image deblurring. IEEE Transactions on Image Processing.
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Jiajun Meng, Zhenhua Wang, Kaining Ying, Jianhua Zhang, Dongyan Guo, Zhen Zhang, Javen Qinfeng Shi, Shengyong Chen (2023). Human interaction understanding with consistency-aware learning. IEEE Transactions on Pattern Analysis and Machine Intelligence.
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Zhen Zhang, Mohammed Haroon Dupty, Fan Wu, Javen Qinfeng Shi, Wee Sun Lee (2023). Factor graph neural networks. The Journal of Machine Learning Research.
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Xinyu Li, Haobo Li, Zhen Zhang, Javen Qinfeng Shi, Yan Jiao, Shi-Zhang Qiao (2023). Active-learning accelerated computational screening of A2B@ NG catalysts for CO2 electrochemical reduction. Nano Energy.
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Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Ehsan Abbasnejad, Mingming Gong, Kun Zhang, Javen Qinfeng Shi (2022). Truncated matrix power iteration for differentiable dag learning. Advances in Neural Information Processing Systems.
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Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Aleš Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu (2022). NTIRE 2022 challenge on high dynamic range imaging: Methods and results. Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.
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Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong (2022). A lightweight network for high dynamic range imaging. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.
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Dong Gong, Zhen Zhang, Javen Qinfeng Shi, Anton Van Den Hengel (2021). Memory-augmented dynamic neural relational inference. Proceedings of the IEEE/CVF International Conference on Computer Vision.
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Yujiao Hu, Zhen Zhang, Yuan Yao, Xingpeng Huyan, Xingshe Zhou, Wee Sun Lee (2021). A bidirectional graph neural network for traveling salesman problems on arbitrary symmetric graphs. Engineering Applications of Artificial Intelligence.
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Mohammed Haroon Dupty, Zhen Zhang, Wee Sun Lee (2020). Visual relationship detection with low rank non-negative tensor decomposition. Proceedings of the AAAI Conference on Artificial Intelligence.
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