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Cloud-based robot path planning in dynamic environments Conference paper
2021 IEEE International Conference on Real-Time Computing and Robotics, RCAR 2021, Guiyang, July 17 to 22, 2022
Authors:  Chen, Xinquan;  Wang, Lujia;  Gao, Xitong;  Xu, Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/12/08
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network Conference paper
Milan, Jan 10-15, 2021
Authors:  Yuhang Zhang;  Hongshuai Ren;  Jiexia Ye;  Xitong Gao;  Yang Wang;  Kejiang Ye;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Graph Convolutional Network  Adjacency Matrix  End-to-end  Node Information Entropy  
LAFEAT: piercing through adversarial defenses with latent features Award
: 二等獎Second Prize, 2021
Authors:  Yunrui Yu;  Xitong Gao;  Cheng-Zhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/22
Spatiotemporal data fusion in graph convolutional networks for traffic prediction Journal article
IEEE Access, 2020,Volume: 8,Page: 76632-76641
Authors:  Zhao, Baoxin;  Gao, Xitong;  Liu, Jianqi;  Zhao, Juanjuan;  Xu, Chengzhong
Favorite |  | TC[WOS]:4 TC[Scopus]:7 | Submit date:2021/03/09
Data Fusion  Graph Convolutional Networks  Multi-source Data  Traffic Prediction  
Automatic generation of multi-precision multi-arithmetic CNN accelerators for FPGAs Conference paper
Proceedings - 2019 International Conference on Field-Programmable Technology, ICFPT 2019
Authors:  Zhao,Yiren;  Gao,Xitong;  Guo,Xuan;  Liu,Junyi;  Wang,Erwei;  Mullins,Robert;  Cheung,Peter Y.K.;  Constantinides,George;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:15 TC[Scopus]:17 | Submit date:2021/03/09
Auto-generation  CNN hardware accelerator  
Dynamic channel pruning: Feature boosting and suppression Conference paper
7th International Conference on Learning Representations, ICLR 2019
Authors:  Gao, Xitong;  Zhao, Yiren;  Dudziak, Lukasz;  Mullins, Robert;  Cheng-Zhong, Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:56 | Submit date:2022/05/23
Focused quantization for sparse CNNs Conference paper
Advances in Neural Information Processing Systems
Authors:  Zhao,Yiren;  Gao,Xitong;  Bates,Daniel;  Mullins,Robert;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:10 | Submit date:2021/03/09