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Siyuan Liu

Institute of Remote Sensing and Geographic Information System, School of Earth and Space Sciences, Peking University

Improving the estimation of directional area scattering factor (DASF) from canopy reflectance: theoretical basis and validation


Apr 28, 2022
Yi Lin, Siyuan Liu, Lei Yan, Kai Yan, Yelu Zeng, Bin Yang


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On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study


Mar 23, 2022
Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan


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Pre-training Co-evolutionary Protein Representation via A Pairwise Masked Language Model


Oct 29, 2021
Liang He, Shizhuo Zhang, Lijun Wu, Huanhuan Xia, Fusong Ju, He Zhang, Siyuan Liu, Yingce Xia, Jianwei Zhu, Pan Deng, Bin Shao, Tao Qin, Tie-Yan Liu


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Improved Drug-target Interaction Prediction with Intermolecular Graph Transformer


Oct 15, 2021
Siyuan Liu, Yusong Wang, Tong Wang, Yifan Deng, Liang He, Bin Shao, Jian Yin, Nanning Zheng, Tie-Yan Liu


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Learning MRI Artifact Removal With Unpaired Data


Oct 09, 2021
Siyuan Liu, Kim-Han Thung, Liangqiong Qu, Weili Lin, Dinggang Shen, Pew-Thian Yap


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Learning Multi-Site Harmonization of Magnetic Resonance Images Without Traveling Human Phantoms


Sep 30, 2021
Siyuan Liu, Pew-Thian Yap


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CCGL: Contrastive Cascade Graph Learning


Jul 27, 2021
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu

* Submitted to IEEE, including 14 pages, 7 figures, and 11 tables 

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Evaluating the Correctness of Explainable AI Algorithms for Classification


May 20, 2021
Orcun Yalcin, Xiuyi Fan, Siyuan Liu


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An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques


May 05, 2020
Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson


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Explainable AI for Classification using Probabilistic Logic Inference


May 05, 2020
Xiuyi Fan, Siyuan Liu, Thomas C. Henderson


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