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TSSRGCN: Temporal Spectral Spatial Retrieval Graph Convolutional Network for Traffic Flow Forecasting


Nov 30, 2020
Xu Chen, Yuanxing Zhang, Lun Du, Zheng Fang, Yi Ren, Kaigui Bian, Kunqing Xie

* Published as a conference paper at ICDM 2020 

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DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search


Nov 04, 2020
Yushuo Guan, Ning Liu, Pengyu Zhao, Zhengping Che, Kaigui Bian, Yanzhi Wang, Jian Tang


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Differentiable Feature Aggregation Search for Knowledge Distillation


Aug 02, 2020
Yushuo Guan, Pengyu Zhao, Bingxuan Wang, Yuanxing Zhang, Cong Yao, Kaigui Bian, Jian Tang

* A feature distillation method via differentiable architecture search 

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Heterogeneity-Aware Federated Learning


Jun 12, 2020
Chengxu Yang, QiPeng Wang, Mengwei Xu, Shangguang Wang, Kaigui Bian, Xuanzhe Liu


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AMER: Automatic Behavior Modeling and Interaction Exploration in Recommender System


Jun 10, 2020
Pengyu Zhao, Kecheng Xiao, Yuanxing Zhang, Kaigui Bian, Wei Yan


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Neural Architecture Search over Decentralized Data


Feb 15, 2020
Mengwei Xu, Yuxin Zhao, Kaigui Bian, Gang Huang, Qiaozhu Mei, Xuanzhe Liu


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A New Perspective for Flexible Feature Gathering in Scene Text Recognition Via Character Anchor Pooling


Feb 10, 2020
Shangbang Long, Yushuo Guan, Kaigui Bian, Cong Yao

* To appear at ICASSP 2020 

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Transfer Heterogeneous Knowledge Among Peer-to-Peer Teammates: A Model Distillation Approach


Feb 06, 2020
Zeyue Xue, Shuang Luo, Chao Wu, Pan Zhou, Kaigui Bian, Wei Du

* 7 pages, 7 figures 

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Alchemy: Techniques for Rectification Based Irregular Scene Text Recognition


Aug 30, 2019
Shangbang Long, Yushuo Guan, Bingxuan Wang, Kaigui Bian, Cong Yao

* Technical report for participation in ICDAR2019-ArT recognition track 

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Symmetry-constrained Rectification Network for Scene Text Recognition


Aug 06, 2019
MingKun Yang, Yushuo Guan, Minghui Liao, Xin He, Kaigui Bian, Song Bai, Cong Yao, Xiang Bai

* The paper was accepted to ICCV2019 

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Reprojection R-CNN: A Fast and Accurate Object Detector for 360° Images


Jul 27, 2019
Pengyu Zhao, Ansheng You, Yuanxing Zhang, Jiaying Liu, Kaigui Bian, Yunhai Tong

* 10 pages, 7 figures 

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ImgSensingNet: UAV Vision Guided Aerial-Ground Air Quality Sensing System


May 27, 2019
Yuzhe Yang, Zhiwen Hu, Kaigui Bian, Lingyang Song

* Preliminary version published in INFOCOM 2019. Code available at https://github.com/YyzHarry/ImgSensingNet 

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Real-Time Fine-Grained Air Quality Sensing Networks in Smart City: Design, Implementation and Optimization


Oct 18, 2018
Zhiwen Hu, Zixuan Bai, Kaigui Bian, Tao Wang, Lingyang Song

* 16 pages, 12 figures, submitted to IEEE Internet of Things Journal 

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UAV Aided Aerial-Ground IoT for Air Quality Sensing in Smart City: Architecture, Technologies and Implementation


Sep 11, 2018
Zhiwen Hu, Zixuan Bai, Yuzhe Yang, Zijie Zheng, Kaigui Bian, Lingyang Song

* 17 pages, 6 figures, submitted to IEEE Network Magazine 

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Distributed Private Online Learning for Social Big Data Computing over Data Center Networks


Feb 21, 2016
Chencheng Li, Pan Zhou, Yingxue Zhou, Kaigui Bian, Tao Jiang, Susanto Rahardja

* ICC2016 

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