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Oversampling Divide-and-conquer for Response-skewed Kernel Ridge Regression


Jul 13, 2021
Jingyi Zhang, Xiaoxiao Sun


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Spectral Unsupervised Domain Adaptation for Visual Recognition


Jun 11, 2021
Jingyi Zhang, Jiaxing Huang, Shijian Lu


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Large-scale optimal transport map estimation using projection pursuit


Jun 09, 2021
Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma

* Meng, C. "Large-scale optimal transport map estimation using projection pursuit." NeurIPS 2019 (2019); Ke, Y. "Large-scale optimal transport map estimation using projection pursuit." NeurIPS 2019 (2019) 

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Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors


May 20, 2021
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang

* 30 pages, 5 figures, 5 tables 

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Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks


Apr 16, 2021
Hao Peng, Ruitong Zhang, Yingtong Dou, Renyu Yang, Jingyi Zhang, Philip S. Yu

* Under review. 43 pages. Code is available at https://github.com/safe-graph/RioGNN 

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A Detector-oblivious Multi-arm Network for Keypoint Matching


Apr 05, 2021
Xuelun Shen, Cheng Wang, Xin Li, Qian Hu, Jingyi Zhang


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DA-DETR: Domain Adaptive Detection Transformer by Hybrid Attention


Mar 31, 2021
Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Shijian Lu


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Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation


Mar 10, 2021
Gengcong Yang, Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yujiu Yang

* CVPR 2021 poster 

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Self-Domain Adaptation for Face Anti-Spoofing


Feb 24, 2021
Jingjing Wang, Jingyi Zhang, Ying Bian, Youyi Cai, Chunmao Wang, Shiliang Pu

* Camera Ready, AAAI 2021 

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Dual ResGCN for Balanced Scene GraphGeneration


Nov 09, 2020
Jingyi Zhang, Yong Zhang, Baoyuan Wu, Yanbo Fan, Fumin Shen, Heng Tao Shen


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Sufficient dimension reduction for classification using principal optimal transport direction


Oct 21, 2020
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong

* 18 pages, 4 figures, to be published in 34th Conference on Neural Information Processing Systems (NeurIPS 2020), add the supplementary material 

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A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research


Sep 10, 2020
Jingyi Zhang, Wenxuan Zhong, Ping Ma

* 22 pages, 7 figures, book chapter 

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Learning Source Phrase Representations for Neural Machine Translation


Jun 25, 2020
Hongfei Xu, Josef van Genabith, Deyi Xiong, Qiuhui Liu, Jingyi Zhang


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DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction


Nov 15, 2019
Yanjie Gou, Yinjie Lei, Lingqiao Liu, Pingping Zhang, Jingyi Zhang, Xi Peng

* 9 pages, 4 figures 

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Why Deep Transformers are Difficult to Converge? From Computation Order to Lipschitz Restricted Parameter Initialization


Nov 08, 2019
Hongfei Xu, Qiuhui Liu, Josef van Genabith, Jingyi Zhang

* A similar work (Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention) is accepted by EMNLP 2019, but there are differences between in analysis and approaches 

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Guiding Neural Machine Translation with Retrieved Translation Pieces


Apr 07, 2018
Jingyi Zhang, Masao Utiyama, Eiichro Sumita, Graham Neubig, Satoshi Nakamura

* NAACL 2018 

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Improving Neural Machine Translation through Phrase-based Forced Decoding


Nov 01, 2017
Jingyi Zhang, Masao Utiyama, Eiichro Sumita, Graham Neubig, Satoshi Nakamura

* IJCNLP2017 

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