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Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction Conference paper
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Chunlin Tian, Kahou Tam, Yuming Huang, Zilin Bian, Kaiqun Zhu, Guofa Li, Ziyuan Pu, Jia Hu, Zhiyong Cui, Chengzhong Xu. Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction[C], 2024.
Authors:  Haicheng Liao;  Yongkang Li;  Zhenning Li;  Chengyue Wang;  Chunlin Tian; et al.
Favorite |  | Submit date:2024/09/16
Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map Journal article
Yuming Huang, Yi Gu, Chengzhong Xu, KONG HUI. Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map[J]. Journal of Field Robotics, 2024.
Authors:  Yuming Huang;  Yi Gu;  Chengzhong Xu;  KONG HUI
Favorite |   IF:4.2/7.2 | Submit date:2024/05/14
Multi-view dynamic graph convolution neural network for traffic flow prediction Journal article
Huang,Xiaohui, Ye,Yuming, Yang,Xiaofei, Xiong,Liyan. Multi-view dynamic graph convolution neural network for traffic flow prediction[J]. Expert Systems with Applications, 2023, 222, 119779.
Authors:  Huang,Xiaohui;  Ye,Yuming;  Yang,Xiaofei;  Xiong,Liyan
Favorite | TC[WOS]:25 TC[Scopus]:27  IF:7.5/7.6 | Submit date:2023/08/03
Dynamic Fusion  Graph Convolution Network  Multi-view Encoder–decoders  Traffic Flow Prediction  
A multi-mode traffic flow prediction method with clustering based attention convolution LSTM Journal article
Huang, Xiaohui, Ye, Yuming, Wang, Cheng, Yang, Xiaofei, Xiong, Liyan. A multi-mode traffic flow prediction method with clustering based attention convolution LSTM[J]. Applied Intelligence, 2022, 52(13), 14773-14786.
Authors:  Huang, Xiaohui;  Ye, Yuming;  Wang, Cheng;  Yang, Xiaofei;  Xiong, Liyan
Favorite | TC[WOS]:3 TC[Scopus]:10  IF:3.4/3.9 | Submit date:2022/05/13
Attention Mechanism  Encoder-decoder  Multi-mode  Spatial-temporal Data  Traffic Flow Prediction  
Multi-mode dynamic residual graph convolution network for traffic flow prediction Journal article
Huang, Xiaohui, Ye, Yuming, Ding, Weihua, Yang, Xiaofei, Xiong, Liyan. Multi-mode dynamic residual graph convolution network for traffic flow prediction[J]. INFORMATION SCIENCES, 2022, 609, 548-564.
Authors:  Huang, Xiaohui;  Ye, Yuming;  Ding, Weihua;  Yang, Xiaofei;  Xiong, Liyan
Favorite | TC[WOS]:21 TC[Scopus]:23  IF:0/0 | Submit date:2022/08/02
Graph Convolution Network  Multi-mode Fusion  Spatio-temporal Data  Traffic Flow Prediction  
Multi-step Coupled Graph Convolution with Temporal-Attention for Traffic Flow Prediction Journal article
Huang, Xiaohui, Ye, Yuming, Yang, Xiaofei, Xiong, Liyan. Multi-step Coupled Graph Convolution with Temporal-Attention for Traffic Flow Prediction[J]. IEEE Access, 2022, 10, 48179-48192.
Authors:  Huang, Xiaohui;  Ye, Yuming;  Yang, Xiaofei;  Xiong, Liyan
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:3.4/3.7 | Submit date:2022/05/17
Graph Convolutional Network  Multi-step Attention  Traffic Flow Prediction  
MIVCN: Multimodal interaction video captioning network based on semantic association graph Journal article
Wang, Ying, Huang, Guoheng, Yuming, Lin, Yuan, Haoliang, Pun, Chi Man, Ling, Wing Kuen, Cheng, Lianglun. MIVCN: Multimodal interaction video captioning network based on semantic association graph[J]. APPLIED INTELLIGENCE, 2021, 52(5), 5241-5260.
Authors:  Wang, Ying;  Huang, Guoheng;  Yuming, Lin;  Yuan, Haoliang;  Pun, Chi Man; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.9 | Submit date:2022/03/28
Attention Mechanism  Gated Recurrent Unit  Graph Convolutional Network  Long-short Term Memory  Multimodal Fusion  Video Captioning  
Simultaneous nitrogen and phosphorus removal by interactions between phosphate accumulating organisms (PAOs) and denitrifying phosphate accumulating organisms (DPAOs) in a sequencing batch reactor Journal article
Li, Huankai, Zhong, Yuming, Huang, Hui, Tan, Zexing, Sun, Yan, Liu, Hui. Simultaneous nitrogen and phosphorus removal by interactions between phosphate accumulating organisms (PAOs) and denitrifying phosphate accumulating organisms (DPAOs) in a sequencing batch reactor[J]. Science of the Total Environment, 2020, 744, 140852.
Authors:  Li, Huankai;  Zhong, Yuming;  Huang, Hui;  Tan, Zexing;  Sun, Yan; et al.
Favorite | TC[WOS]:73 TC[Scopus]:89  IF:8.2/8.6 | Submit date:2021/12/06
Bacterial Community  Dpaos  Paos  Removal Efficiency  Visual Analysis