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Automatic Pulmonary Artery and Vein Separation Algorithm Based on Multitask Classification Network and Topology Reconstruction in Chest CT Images


Mar 22, 2021
Lin Pan, Yaoyong Zheng, Liqin Huang, Liuqing Chen, Zhen Zhang, Rongda Fu, Bin Zheng, Shaohua Zheng


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Learning Poisson systems and trajectories of autonomous systems via Poisson neural networks


Dec 05, 2020
Pengzhan Jin, Zhen Zhang, Ioannis G. Kevrekidis, George Em Karniadakis


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Cyclic Label Propagation for Graph Semi-supervised Learning


Nov 24, 2020
Zhao Li, Yixin Liu, Zhen Zhang, Shirui Pan, Jianliang Gao, Jiajun Bu

* 19 pages, 4 figures 

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Deep Reinforcement Learning of Transition States


Nov 13, 2020
Jun Zhang, Yao-Kun Lei, Zhen Zhang, Xu Han, Maodong Li, Lijiang Yang, Yi Isaac Yang, Yi Qin Gao

* version 1 

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CL-MAPF: Multi-Agent Path Finding for Car-Like Robots with Kinematic and Spatiotemporal Constraints


Nov 01, 2020
Licheng Wen, Zhen Zhang, Zhe Chen, Xiangrui Zhao, Yong Liu


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Brain Tumor Segmentation Network Using Attention-based Fusion and Spatial Relationship Constraint


Oct 31, 2020
Chenyu Liu, Wangbin Ding, Lei Li, Zhen Zhang, Chenhao Pei, Liqin Huang, Xiahai Zhuang


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Multi-Modality Pathology Segmentation Framework: Application to Cardiac Magnetic Resonance Images


Aug 13, 2020
Zhen Zhang, Chenyu Liu, Wangbin Ding, Sihan Wang, Chenhao Pei, Mingjing Yang, Liqin Huang

* 12 pages,MyoPS 2020 

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Distributed Linguistic Representations in Decision Making: Taxonomy, Key Elements and Applications, and Challenges in Data Science and Explainable Artificial Intelligence


Aug 07, 2020
Yuzhu Wu, Zhen Zhang, Gang Kou, Hengjie Zhang, Xiangrui Chao, Cong-Cong Li, Yucheng Dong, Francisco Herrera

* 37 pages 

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FADACS: A Few-shot Adversarial Domain Adaptation Architecture for Context-Aware Parking Availability Sensing


Jul 13, 2020
Wei Shao, Sichen Zhao, Zhen Zhang, Shiyu Wang, Mohammad Saiedur Rahaman, Andy Song, Flora Dilys Salim

* 10 pages, 3 gifures, 6 tables 

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Is Network the Bottleneck of Distributed Training?


Jun 24, 2020
Zhen Zhang, Chaokun Chang, Haibin Lin, Yida Wang, Raman Arora, Xin Jin


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A Perspective on Deep Learning for Molecular Modeling and Simulations


Apr 25, 2020
Jun Zhang, Yao-Kun Lei, Zhen Zhang, Junhan Chang, Maodong Li, Xu Han, Lijiang Yang, Yi Isaac Yang, Yi Qin Gao


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Few-Shot Graph Classification with Model Agnostic Meta-Learning


Mar 18, 2020
Ning Ma, Jiajun Bu, Jieyu Yang, Zhen Zhang, Chengwei Yao, Zhi Yu


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Multiplicative Gaussian Particle Filter


Feb 29, 2020
Xuan Su, Wee Sun Lee, Zhen Zhang


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Hierarchical Graph Pooling with Structure Learning


Dec 25, 2019
Zhen Zhang, Jiajun Bu, Martin Ester, Jianfeng Zhang, Chengwei Yao, Zhi Yu, Can Wang

* Typo corrected, reference added and code is available at https://github.com/cszhangzhen/HGP-SL 

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KerGM: Kernelized Graph Matching


Nov 25, 2019
Zhen Zhang, Yijian Xiang, Lingfei Wu, Bing Xue, Arye Nehorai

* NeurIPS'19, Spotlight Paper, Data and Code link available in the paper 

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Scalable Global Alignment Graph Kernel Using Random Features: From Node Embedding to Graph Embedding


Nov 25, 2019
Lingfei Wu, Ian En-Hsu Yen, Zhen Zhang, Kun Xu, Liang Zhao, Xi Peng, Yinglong Xia, Charu Aggarwal

* KDD'19, Oral Paper, Data and Code link available in the paper 

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Visual Relationship Detection with Low Rank Non-Negative Tensor Decomposition


Nov 22, 2019
Mohammed Haroon Dupty, Zhen Zhang, Wee Sun Lee


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Learning Clustered Representation for Complex Free Energy Landscapes


Jun 07, 2019
Jun Zhang, Yao-Kun Lei, Xing Che, Zhen Zhang, Yi Isaac Yang, Yi Qin Gao

* 6 figures, 1 table in the main text 

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Factor Graph Neural Network


Jun 03, 2019
Zhen Zhang, Fan Wu, Wee Sun Lee


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RetGK: Graph Kernels based on Return Probabilities of Random Walks


Sep 07, 2018
Zhen Zhang, Mianzhi Wang, Yijian Xiang, Yan Huang, Arye Nehorai


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Convolutional Sequence to Sequence Model for Human Dynamics


May 02, 2018
Chen Li, Zhen Zhang, Wee Sun Lee, Gim Hee Lee

* CVPR2018 

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OmicsMapNet: Transforming omics data to take advantage of Deep Convolutional Neural Network for discovery


Apr 14, 2018
Shiyong Ma, Zhen Zhang


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Learning an Optimizer for Image Deconvolution


Apr 10, 2018
Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang


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Managing Multi-Granular Linguistic Distribution Assessments in Large-Scale Multi-Attribute Group Decision Making


Nov 18, 2015
Zhen Zhang, Chonghui Guo, Luis Martínez

* 32 pages 

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Constraint Reduction using Marginal Polytope Diagrams for MAP LP Relaxations


Apr 21, 2014
Zhen Zhang, Qinfeng Shi, Yanning Zhang, Chunhua Shen, Anton van den Hengel


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