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ZYELL-NCTU NetTraffic-1.0: A Large-Scale Dataset for Real-World Network Anomaly Detection


Mar 08, 2021
Lei Chen, Shao-En Weng, Chu-Jun Peng, Hong-Han Shuai, Wen-Huang Cheng

* 2 pages, 3 tables, 1 figure 

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Learning Fair Representations for Bipartite Graph based Recommendation


Feb 22, 2021
Le Wu, Lei Chen, Pengyang Shao, Richang Hong, Xiting Wang, Meng Wang

* The paper is accepted by WWW 2021 

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Quantitative Evaluations on Saliency Methods: An Experimental Study


Dec 31, 2020
Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Yuanwei Song, Caleb Chen Cao, Lei Chen

* 14 pages, 16 figures 

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On Graph Neural Networks versus Graph-Augmented MLPs


Oct 28, 2020
Lei Chen, Zhengdao Chen, Joan Bruna


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Efficient, Simple and Automated Negative Sampling for Knowledge Graph Embedding


Oct 24, 2020
Yongqi Zhang, Quanming Yao, Lei Chen

* VLDB Journal accepted. arXiv admin note: text overlap with arXiv:1812.06410 

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UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling


Oct 10, 2020
Xingyu Yao, Yingxia Shao, Bin Cui, Lei Chen


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Improving Sequential Latent Variable Models with Autoregressive Flows


Oct 07, 2020
Joseph Marino, Lei Chen, Jiawei He, Stephan Mandt


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Semi-Anchored Detector for One-Stage Object Detection


Sep 10, 2020
Lei Chen, Qi Qian, Hao Li


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SPL-MLL: Selecting Predictable Landmarks for Multi-Label Learning


Aug 16, 2020
Junbing Li, Changqing Zhang, Pengfei Zhu, Baoyuan Wu, Lei Chen, Qinghua Hu


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Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer


May 28, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qingmin Liao

* Accepted by IEEE ICIP 2020 

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Niose-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer


May 18, 2020
Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qinming Liao

* Accepted by IEEE ICIP 2020 

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Multi-View Self-Attention for Interpretable Drug-Target Interaction Prediction


May 01, 2020
Brighter Agyemang, Wei-Ping Wu, Michael Yelpengne Kpiebaareh, Zhihua Lei, Ebenezer Nanor, Lei Chen


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STAS: Adaptive Selecting Spatio-Temporal Deep Features for Improving Bias Correction on Precipitation


Apr 13, 2020
Yiqun Liu, Shouzhen Chen, Lei Chen, Hai Chu, Xiaoyang Xu, Junping Zhang, Leiming Ma


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U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation


Apr 10, 2020
Shuhang Wang, Szu-Yeu Hu, Eugene Cheah, Xiaohong Wang, Jingchao Wang, Lei Chen, Masoud Baikpour, Arinc Ozturk, Qian Li, Shinn-Huey Chou, Constance D. Lehman, Viksit Kumar, Anthony Samir

* 8 pages MICCAI 

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Consistent and Complementary Graph Regularized Multi-view Subspace Clustering


Apr 07, 2020
Qinghai Zheng, Jihua Zhu, Zhongyu Li, Shanmin Pang, Jun Wang, Lei Chen


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Globally optimal consensus maximization for robust visual inertial localization in point and line map


Mar 25, 2020
Yanmei Jiao, Yue Wang, Bo Fu, Qimeng Tan, Lei Chen, Shoudong Huang, Rong Xiong


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Can graph neural networks count substructures?


Feb 27, 2020
Zhengdao Chen, Lei Chen, Soledad Villar, Joan Bruna


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Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting


Feb 25, 2020
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng

* Accepted by AAAI 2020 

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Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach


Jan 28, 2020
Lei Chen, Le Wu, Richang Hong, Kun Zhang, Meng Wang

* The updated version is publised in AAAI 2020 

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Adapting Grad-CAM for Embedding Networks


Jan 17, 2020
Lei Chen, Jianhui Chen, Hossein Hajimirsadeghi, Greg Mori

* WACV 2020 camera ready 

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Neural Recurrent Structure Search for Knowledge Graph Embedding


Nov 17, 2019
Yongqi Zhang, Quanming Yao, Lei Chen


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SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator


Nov 13, 2019
Shunwang Gong, Lei Chen, Michael Bronstein, Stefanos Zafeiriou

* The IEEE International Conference on Computer Vision (ICCV) Workshops, 2019 

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Bandwidth Slicing to Boost Federated Learning in Edge Computing


Oct 24, 2019
Jun Li, Xiaoman Shen, Lei Chen, Jiajia Chen

* Conference,3 pages, 3 figures 

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Towards a Precipitation Bias Corrector against Noise and Maldistribution


Oct 15, 2019
Xiaoyang Xu, Yiqun Liu, Hanqing Chao, Youcheng Luo, Hai Chu, Lei Chen, Junping Zhang, Leiming Ma


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Lifelong GAN: Continual Learning for Conditional Image Generation


Aug 22, 2019
Mengyao Zhai, Lei Chen, Fred Tung, Jiawei He, Megha Nawhal, Greg Mori

* accepted to ICCV 2019 

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DR Loss: Improving Object Detection by Distributional Ranking


Jul 23, 2019
Qi Qian, Lei Chen, Hao Li, Rong Jin


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