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Yirong Zhou

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2020 – today

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2024
[j12]
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Dicheng Chen, Meijin Lin, Huiting Liu, Jiayu Li, Yirong Zhou, Taishan Kang, Liangjie Lin, Zhigang Wu, Jiazheng Wang, Jing Li, Jianzhong Lin, Xi Chen, Di Guo, Xiaobo Qu:
Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Macromolecular Signal. IEEE Trans. Biomed. Eng. 71(6): 1841-1852 (2024)
[j11]
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  - journals/urban/ZhouLCGWW24
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Yirong Zhou, Xiaoyue Cathy Liu, Bingkun Chen, Tony H. Grubesic, Ran Wei, Danielle Wallace:
A data-driven framework for agent-based modeling of vehicular travel using publicly available data. Comput. Environ. Urban Syst. 110: 102095 (2024)
[i4]
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  - journals/corr/abs-2402-15939
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Zi Wang, Min Xiao, Yirong Zhou, Chengyan Wang, Naiming Wu, Yi Li, Yiwen Gong, Shufu Chang, Yinyin Chen, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Di Guo, Guang Yang, Xiaobo Qu:
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI. CoRR abs/2402.15939 (2024)
[i3]
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  - journals/corr/abs-2405-10570
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Yirong Zhou, Chengyan Wang, Mengtian Lu, Kunyuan Guo, Zi Wang, Dan Ruan, Rui Guo, Peijun Zhao, Jianhua Wang, Naiming Wu, Jianzhong Lin, Yinyin Chen, Hang Jin, Lianxin Xie, Lilan Wu, Liuhong Zhu, Jianjun Zhou, Congbo Cai, He Wang, Xiaobo Qu:
Simultaneous Deep Learning of Myocardium Segmentation and T2 Quantification for Acute Myocardial Infarction MRI. CoRR abs/2405.10570 (2024)
2023
[j10]
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  - journals/cacie/LiuLZZCM23
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Xiaohan Liu, Xiaoyue Liu, Xingying Zhang, Yirong Zhou, Jianli Chen, Xiaolei Ma:
Optimal location planning of electric bus charging stations with integrated photovoltaic and energy storage system. Comput. Aided Civ. Infrastructure Eng. 38(11): 1424-1446 (2023)
[j9]
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  - journals/sigpro/GuoZTZWHHOQG23
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Yi Guo, Jiaying Zhan, Zhangren Tu, Yirong Zhou, Jianfan Wu, Qing Hong, Yuqing Huang, Vladislav Orekhov, Xiaobo Qu, Di Guo:
Hypercomplex Low Rank Reconstruction for NMR Spectroscopy. Signal Process. 203: 108809 (2023)
[j8]
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Dicheng Chen, Wanqi Hu, Huiting Liu, Yirong Zhou, Tianyu Qiu, Yihui Huang, Zi Wang, Meijin Lin, Liangjie Lin, Zhigang Wu, Jiazheng Wang, Hao Chen, Xi Chen, Gen Yan, Di Guo, Jianzhong Lin, Xiaobo Qu:
Magnetic Resonance Spectroscopy Deep Learning Denoising Using Few in Vivo Data. IEEE Trans. Computational Imaging 9: 448-458 (2023)
[j7]
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Di Guo, Zhangren Tu, Yi Guo, Yirong Zhou, Jian Wang, Zi Wang, Tianyu Qiu, Min Xiao, Yinran Chen, Liubin Feng, Yuqing Huang, Donghai Lin, Qing Hong, Amir Goldbourt, Meijin Lin, Xiaobo Qu:
XCloud-VIP: Virtual Peak Enables Highly Accelerated NMR Spectroscopy and Faithful Quantitative Measures. IEEE Trans. Computational Imaging 9: 1043-1057 (2023)
[j6]
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  - journals/tnn/WangGTHZWFLYAOQ23
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Zi Wang, Di Guo, Zhangren Tu, Yihui Huang, Yirong Zhou, Jian Wang, Liubin Feng, Donghai Lin, Yongfu You, Tatiana Agback, Vladislav Orekhov, Xiaobo Qu:
A Sparse Model-Inspired Deep Thresholding Network for Exponential Signal Reconstruction - Application in Fast Biological Spectroscopy. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7578-7592 (2023)
[i2]
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  - journals/corr/abs-2306-09681
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Dicheng Chen, Meijin Lin, Huiting Liu, Jiayu Li, Yirong Zhou, Taishan Kang, Liangjie Lin, Zhigang Wu, Jiazheng Wang, Jing Li, Jianzhong Lin, Xi Chen, Di Guo, Xiaobo Qu:
Magnetic Resonance Spectroscopy Quantification Aided by Deep Estimations of Imperfection Factors and Overall Macromolecular Signal. CoRR abs/2306.09681 (2023)
[i1]
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  - journals/corr/abs-2310-11641
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Yirong Zhou, Yanhuang Wu, Yuhan Su, Jing Li, Jianyun Cai, Yongfu You, Di Guo, Xiaobo Qu:
Cloud-Magnetic Resonance Imaging System: In the Era of 6G and Artificial Intelligence. CoRR abs/2310.11641 (2023)
2021
[j5]
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  - journals/iet-spr/GuoZZTZ0021
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Di Guo, Jiaying Zhan, Yirong Zhou, Zhangren Tu, Zifei Zhang, Zhong Chen, Xiaobo Qu:
Low-rank and sparse reconstruction for fast diffusion nuclear magnetic resonance spectroscopy. IET Signal Process. 15(2): 88-97 (2021)
[j4]
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  - journals/isci/ZhouLCWWC21
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Yirong Zhou, Jun Li, Hao Chen, Ye Wu, Jiangjiang Wu, Luo Chen:
A spatiotemporal hierarchical attention mechanism-based model for multi-step station-level crowd flow prediction. Inf. Sci. 544: 308-324 (2021)
[j3]
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  - journals/tits/ZhouLWG21
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Yirong Zhou, Xiaoyue Cathy Liu, Ran Wei, Aaron Golub:
Bi-Objective Optimization for Battery Electric Bus Deployment Considering Cost and Environmental Equity. IEEE Trans. Intell. Transp. Syst. 22(4): 2487-2497 (2021)
[c5]
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  - conf/embc/ZhouQGWWQGYQ21
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Yirong Zhou, Chen Qian, Yi Guo, Zi Wang, Jian Wang, Biao Qu, Di Guo, Yongfu You, Xiaobo Qu:
XCloud-pFISTA: A Medical Intelligence Cloud for Accelerated MRI. EMBC 2021: 3289-3292
2020
[j2]
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  - journals/isci/ZhouLCWWC20
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Yirong Zhou, Jun Li, Hao Chen, Ye Wu, Jiangjiang Wu, Luo Chen:
A spatiotemporal attention mechanism-based model for multi-step citywide passenger demand prediction. Inf. Sci. 513: 372-385 (2020)

2010 – 2019

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2019
[j1]
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  - journals/ijgi/ZhouCLWWC19
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Yirong Zhou, Hao Chen, Jun Li, Ye Wu, Jiangjiang Wu, Luo Chen:
Large-Scale Station-Level Crowd Flow Forecast with ST-Unet. ISPRS Int. J. Geo Inf. 8(3): 140 (2019)
[c4]
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  - conf/bigcomp/ZhouCWWLC19
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Yirong Zhou, Hao Chen, Ye Wu, Jiangjiang Wu, Jun Li, Luo Chen:
A Method for Analyzing Pick-Up/Drop-Off Distribution of Taxi Passengers' in Urban Areas Based on Dynamical Network View. BigComp 2019: 1-8
[c3]
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  - conf/icdm/ZhouCLWWC19
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Yirong Zhou, Hao Chen, Jun Li, Ye Wu, Jiangjiang Wu, Luo Chen:
ST-Attn: Spatial-Temporal Attention Mechanism for Multi-step Citywide Crowd Flow Prediction. ICDM Workshops 2019: 609-614
2018
[c2]
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  - conf/geoinformatics/ZhouWWCL18
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Yirong Zhou, Ye Wu, Jiangjiang Wu, Luo Chen, Jun Li:
Refined Taxi Demand Prediction with ST-Vec. Geoinformatics 2018: 1-6
2016
[c1]
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  - conf/cec/ChenZDL16
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Hao Chen, Yirong Zhou, Chun Du, Jun Li:
A satellite cluster data transmission scheduling method based on genetic algorithm with rote learning operator. CEC 2016: 5076-5083

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