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Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems


Jan 10, 2022
Lianghao Xia, Chao Huang, Yong Xu, Huance Xu, Xiang Li, Weiguo Zhang

* A Research Paper Published on ACM Transactions on Information Systems (TOIS) 2021 

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Spatial-Temporal Sequential Hypergraph Network for Crime Prediction


Jan 07, 2022
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

* IJCAI 2021 Research Paper 

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Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling


Jan 07, 2022
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Mengyin Lu, Liefeng Bo

* Published on ICDE 2021 

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Specificity-Preserving Federated Learning for MR Image Reconstruction


Dec 09, 2021
Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Yong Xu, Ling Shao

* 12 pages, 8 figures 

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SwinTrack: A Simple and Strong Baseline for Transformer Tracking


Dec 08, 2021
Liting Lin, Heng Fan, Yong Xu, Haibin Ling

* Tech report 

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Joint AEC AND Beamforming with Double-Talk Detection using RNN-Transformer


Nov 09, 2021
Vinay Kothapally, Yong Xu, Meng Yu, Shi-Xiong Zhang, Dong Yu

* Submitted to ICASSP 2022 

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Multi-modal Aggregation Network for Fast MR Imaging


Oct 20, 2021
Chun-Mei Feng, Huazhu Fu, Tianfei Zhou, Yong Xu, Ling Shao, David Zhang


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Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks


Oct 08, 2021
Huance Xu, Chao Huang, Yong Xu, Lianghao Xia, Hao Xing, Dawei Yin

* Published as a full paper at ICDM 2020 

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Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network


Oct 08, 2021
Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

* Published as a paper at AAAI 2021 

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Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network


Oct 08, 2021
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Bo Zhang, Liefeng Bo

* Published as a full paper at SIGIR 2020 

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Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation


Oct 08, 2021
Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Xiyue Zhang, Hongsheng Yang, Jian Pei, Liefeng Bo


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Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation


Oct 08, 2021
Chao Huang, Jiahui Chen, Lianghao Xia, Yong Xu, Peng Dai, Yanqing Chen, Liefeng Bo, Jiashu Zhao, Jimmy Xiangji Huang

* Published as a paper at AAAI 2021 

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Knowledge-aware Coupled Graph Neural Network for Social Recommendation


Oct 08, 2021
Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye

* Published as a paper at AAAI 2021 

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Graph Meta Network for Multi-Behavior Recommendation


Oct 08, 2021
Lianghao Xia, Yong Xu, Chao Huang, Peng Dai, Liefeng Bo

* Published as a full paper at SIGIR 2021 

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Social Recommendation with Self-Supervised Metagraph Informax Network


Oct 08, 2021
Xiaoling Long, Chao Huang, Yong Xu, Huance Xu, Peng Dai, Lianghao Xia, Liefeng Bo

* Published as a full paper in CIKM 2021 

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Exploring Separable Attention for Multi-Contrast MR Image Super-Resolution


Sep 03, 2021
Chun-Mei Feng, Yunlu Yan, Chengliang Liu, Huazhu Fu, Yong Xu, Ling Shao

* arXiv admin note: text overlap with arXiv:2105.08949 

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Heterogeneous relational message passing networks for molecular dynamics simulations


Sep 02, 2021
Zun Wang, Chong Wang, Sibo Zhao, Yong Xu, Shaogang Hao, Chang Yu Hsieh, Bing-Lin Gu, Wenhui Duan


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Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing


Aug 25, 2021
Cong Wang, Yan Huang, Yuexian Zou, Yong Xu

* 13 pages, 10 figures 

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Task Transformer Network for Joint MRI Reconstruction and Super-Resolution


Jul 05, 2021
Chun-Mei Feng, Yunlu Yan, Huazhu Fu, Li Chen, Yong Xu

* International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI2021) 

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Accelerated Multi-Modal MR Imaging with Transformers


Jun 29, 2021
Chun-Mei Feng, Yunlu Yan, Geng Chen, Huazhu Fu, Yong Xu, Ling Shao


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Dual-Stream Reciprocal Disentanglement Learning for Domain Adaption Person Re-Identification


Jun 26, 2021
Huafeng Li, Kaixiong Xu, Jinxing Li, Guangming Lu, Yong Xu, Zhengtao Yu, David Zhang

* 12 pages, 7 figures 

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Multi-Contrast MRI Super-Resolution via a Multi-Stage Integration Network


May 19, 2021
Chun-Mei Feng, Huazhu Fu, Shuhao Yuan, Yong Xu

* 10 pages, 3 figures 

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DONet: Dual-Octave Network for Fast MR Image Reconstruction


May 12, 2021
Chun-Mei Feng, Zhanyuan Yang, Huazhu Fu, Yong Xu, Jian Yang, Ling Shao

* arXiv admin note: substantial text overlap with arXiv:2104.05345 

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MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation


Apr 26, 2021
Xiyun Li, Yong Xu, Meng Yu, Shi-Xiong Zhang, Jiaming Xu, Bo Xu, Dong Yu


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Dual-Octave Convolution for Accelerated Parallel MR Image Reconstruction


Apr 12, 2021
Chun-Mei Feng, Zhanyuan Yang, Geng Chen, Yong Xu, Ling Shao

* Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI) 2021 
* Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI) 2021 

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MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment


Apr 02, 2021
Meng Yu, Chunlei Zhang, Yong Xu, Shixiong Zhang, Dong Yu

* Submitted to Interspeech 2021 

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