Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Lei Chen

Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation


May 26, 2021
Lei Chen, Le Wu, Kun Zhang, Richang Hong, Meng Wang

* The paper is accepted by SIGIR 2021 

  Access Paper or Ask Questions

MultiSports: A Multi-Person Video Dataset of Spatio-Temporally Localized Sports Actions


May 16, 2021
Yixuan Li, Lei Chen, Runyu He, Zhenzhi Wang, Gangshan Wu, Limin Wang

* One track of DeeperAction [email protected] HomePage: https://deeperaction.github.io/multisports/ 

  Access Paper or Ask Questions

Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation


Apr 24, 2021
Mengyao Zhai, Lei Chen, Jiawei He, Megha Nawhal, Frederick Tung, Greg Mori

* Accepted to ECCV 2020 

  Access Paper or Ask Questions

Adaptive Appearance Rendering


Apr 24, 2021
Mengyao Zhai, Ruizhi Deng, Jiacheng Chen, Lei Chen, Zhiwei Deng, Greg Mori

* Accepted to BMVC 2018. arXiv admin note: substantial text overlap with arXiv:1712.01955 

  Access Paper or Ask Questions

Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding


Apr 22, 2021
Shimin Di, Quanming Yao, Yongqi Zhang, Lei Chen

* ICDE 2021 

  Access Paper or Ask Questions

Searching to Sparsify Tensor Decomposition for N-ary Relational Data


Apr 21, 2021
Shimin Di, Quanming Yao, Lei Chen

* WebConf 2021 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

On Graph Neural Networks versus Graph-Augmented MLPs


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling


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


  Access Paper or Ask Questions

Improving Sequential Latent Variable Models with Autoregressive Flows


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


  Access Paper or Ask Questions

Semi-Anchored Detector for One-Stage Object Detection


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


  Access Paper or Ask Questions

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


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Consistent and Complementary Graph Regularized Multi-view Subspace Clustering


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Can graph neural networks count substructures?


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Adapting Grad-CAM for Embedding Networks


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

* WACV 2020 camera ready 

  Access Paper or Ask Questions