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IDOL-Net: An Interactive Dual-Domain Parallel Network for CT Metal Artifact Reduction


Apr 03, 2021
Tao Wang, Wenjun Xia, Zexin Lu, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 10 pages, 8 figures 

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A comparative study of deep learning methods for building footprints detection using high spatial resolution aerial images


Mar 16, 2021
Hongjie He, Ke Yang, Yuwei Cai, Zijian Jiang, Qiutong Yu, Kun Zhao, Junbo Wang, Sarah Narges Fatholahi, Yan Liu, Hasti Andon Petrosians, Bingxu Hu, Liyuan Qing, Zhehan Zhang, Hongzhang Xu, Siyu Li, Linlin Xu, Jonathan Li


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Interpretable Artificial Intelligence through the Lens of Feature Interaction


Mar 01, 2021
Michael Tsang, James Enouen, Yan Liu


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DAN-Net: Dual-Domain Adaptive-Scaling Non-local Network for CT Metal Artifact Reduction


Feb 16, 2021
Tao Wang, Wenjun Xia, Yongqiang Huang, Huaiqiang Sun, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 29 pages, 11 figures 

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MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset


Feb 12, 2021
Chuizheng Meng, Loc Trinh, Nan Xu, Yan Liu


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Adversarial Multiscale Feature Learning for Overlapping Chromosome Segmentation


Dec 22, 2020
Liye Mei, Yalan Yu, Yueyun Weng, Xiaopeng Guo, Yan Liu, Du Wang, Sheng Liu, Fuling Zhou, Cheng Lei


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Towards Accurate Spatiotemporal COVID-19 Risk Scores using High Resolution Real-World Mobility Data


Dec 14, 2020
Sirisha Rambhatla, Sepanta Zeighami, Kameron Shahabi, Cyrus Shahabi, Yan Liu


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LEARN++: Recurrent Dual-Domain Reconstruction Network for Compressed Sensing CT


Dec 13, 2020
Yi Zhang, Hu Chen, Wenjun Xia, Yang Chen, Baodong Liu, Yan Liu, Huaiqiang Sun, Jiliu Zhou

* 10 pages, 11 figures 

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Multi-agent Trajectory Prediction with Fuzzy Query Attention


Oct 29, 2020
Nitin Kamra, Hao Zhu, Dweep Trivedi, Ming Zhang, Yan Liu

* NeurIPS 2020 Camera-ready version. Code: https://github.com/nitinkamra1992/FQA 

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Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography


Oct 27, 2020
Xiang Chen, Wenjun Xia, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 4 pages, 3 figure 

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CT Reconstruction with PDF: Parameter-Dependent Framework for Multiple Scanning Geometries and Dose Levels


Oct 27, 2020
Wenjun Xia, Zexin Lu, Yongqiang Huang, Yan Liu, Hu Chen, Jiliu Zhou, Yi Zhang

* 4 pages, 3 figures 

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Network Intrusion Detection Using Wrapper-based Decision Tree for Feature Selection


Aug 11, 2020
Mubarak Albarka Umar, Chen Zhanfang, Yan Liu

* 8 pages, 3 figures, Presented at ICICSE 2020 Conference Proceedings, which will be published in the International Conference Proceedings Series by ACM, and will be archived in the ACM Digital Library 

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Network Inference from a Mixture of Diffusion Models for Fake News Mitigation


Aug 08, 2020
Karishma Sharma, Xinran He, Sungyong Seo, Yan Liu

* Fifteenth international AAAI conference on web and social media (ICWSM 2021) 

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Semi-Supervised Crowd Counting via Self-Training on Surrogate Tasks


Jul 07, 2020
Yan Liu, Lingqiao Liu, Peng Wang, Pingping Zhang, Yinjie Lei

* To be appeared at ECCV 2020 

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Human Activity Recognition based on Dynamic Spatio-Temporal Relations


Jun 29, 2020
Zhenyu Liu, Yaqiang Yao, Yan Liu, Yuening Zhu, Zhenchao Tao, Lei Wang, Yuhong Feng


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Interpretable Deepfake Detection via Dynamic Prototypes


Jun 28, 2020
Loc Trinh, Michael Tsang, Sirisha Rambhatla, Yan Liu


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Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection


Jun 19, 2020
Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu

* Published in ICLR 2020 

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How does this interaction affect me? Interpretable attribution for feature interactions


Jun 19, 2020
Michael Tsang, Sirisha Rambhatla, Yan Liu


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Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning


Jun 15, 2020
Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu


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Req2Lib: A Semantic Neural Model for Software Library Recommendation


May 24, 2020
Zhensu Sun, Yan Liu, Ziming Cheng, Chen Yang, Pengyu Che

* 2020 IEEE 27th International Conference on Software Analysis, Evolution and Reengineering (SANER) 
* 5 pages 

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Skeleton Focused Human Activity Recognition in RGB Video


Apr 29, 2020
Bruce X. B. Yu, Yan Liu, Keith C. C. Chan

* 8 pages 

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Effective Human Activity Recognition Based on Small Datasets


Apr 29, 2020
Bruce X. B. Yu, Yan Liu, Keith C. C. Chan

* 7 pages 

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Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations


Apr 21, 2020
Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Aastha Dua, Yan Liu


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Decomposing Word Embedding with the Capsule Network


Apr 07, 2020
Xin Liu, Qingcai Chen, Yan Liu, Baotian Hu, Joanna Siebert, Xiangping Wu, Buzhou Tang


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NoiseRank: Unsupervised Label Noise Reduction with Dependence Models


Mar 15, 2020
Karishma Sharma, Pinar Donmez, Enming Luo, Yan Liu, I. Zeki Yalniz


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Towards Using Count-level Weak Supervision for Crowd Counting


Feb 29, 2020
Yinjie Lei, Yan Liu, Pingping Zhang, Lingqiao Liu


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Deep Reinforcement Learning-Based Beam Tracking for Low-Latency Services in Vehicular Networks


Feb 13, 2020
Yan Liu, Zhiyuan Jiang, Shunqing Zhang, Shugong Xu

* 7 pages, 8 figures, to appear in ICC 2020 

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From Crowdsourcing to Crowdmining: Using Implicit Human Intelligence for Better Understanding of Crowdsourced Data


Aug 07, 2019
Bin Guo, Huihui Chen, Yan Liu, Chao Chen, Qi Han, Zhiwen Yu

* 12 pages, accepted by World Wide Web Journal 

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Hybrid Low-order and Higher-order Graph Convolutional Networks


Aug 02, 2019
FangYuan Lei, Xun Liu, QingYun Dai, Bingo Wing-Kuen Ling, Huimin Zhao, Yan Liu


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