Dawen Xia

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 41

Top Topics

Optimization Algorithm

Top Venues

Neural Comput. Appl.

Multim. Tools Appl.

Frontiers Inf. Technol. Electron. Eng.

Publications

Dawen Xia, Zhan Lin, Yan Chen, Yang Hu, Yantao Li, Huaqing Li
Spatiotemporal synchronous dynamic graph attention network for traffic flow forecasting. Neural Comput. Appl. 36 (22) (2024)
Dawen Xia, Yan Chen, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction. Multim. Tools Appl. 83 (7) (2024)
Yao Wang, Yujia Huo, Changxiao Yang, Xingchen Huang, Dawen Xia, Fujian Feng
Knowledge ontology enhanced model for explainable knowledge tracing. J. King Saud Univ. Comput. Inf. Sci. 36 (5) (2024)
Dawen Xia, Bingqi Shen, Yongling Zheng, Wenyong Zhang, Dewei Bai, Yang Hu, Huaqing Li
A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation. Multim. Tools Appl. 83 (6) (2024)
Lifeng Zheng, Huaqing Li, Liang Ran, Lan Gao, Dawen Xia
Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information. IEEE Trans. Control. Netw. Syst. 10 (2) (2023)
Lifeng Zheng, Huaqing Li, Jun Li, Zheng Wang, Qingguo Lü, Yawei Shi, Huiwei Wang, Tao Dong, Lianghao Ji, Dawen Xia
A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization. IEEE Trans. Signal Inf. Process. over Networks 9 (2023)
Dawen Xia, Bingqi Shen, Jian Geng, Yang Hu, Yantao Li, Huaqing Li
Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting. Neural Comput. Appl. 35 (23) (2023)
Dewei Bai, Dawen Xia, Dan Huang, Yang Hu, Yantao Li, Huaqing Li
Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction. Appl. Intell. 53 (24) (2023)
Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, Dawen Xia
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 7 (1) (2023)
Dawen Xia, Jian Geng, Bingqi Shen, Dewei Bai, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
-Gurobi algorithm for route recommendation with big taxi trajectory data. Multim. Tools Appl. 82 (30) (2023)
Dawen Xia, Jian Geng, Ruixi Huang, Bingqi Shen, Yang Hu, Yantao Li, Huaqing Li
A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction. Frontiers Inf. Technol. Electron. Eng. 24 (9) (2023)
Xiaonan Gao, Sen Wu, Dawen Xia, Hui Xiong
Topic-sensitive expert finding based solely on heterogeneous academic networks. Expert Syst. Appl. 213 (Part) (2023)
Dawen Xia, Nan Yang, Shunying Jian, Yang Hu, Huaqing Li
SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting. Multim. Tools Appl. 81 (17) (2022)
Lifeng Zheng, Liang Ran, Huaqing Li, Liping Feng, Zheng Wang, Qingguo Lü, Dawen Xia
Decentralized proximal splitting algorithms for composite constrained convex optimization. J. Frankl. Inst. 359 (14) (2022)
Wenyong Zhang, Dawen Xia, Guoyan Chang, Yang Hu, Yujia Huo, Fujian Feng, Yantao Li, Huaqing Li
APFD: an effective approach to taxi route recommendation with mobile trajectory big data. Frontiers Inf. Technol. Electron. Eng. 23 (10) (2022)
Dawen Xia, Nan Yang, Shunying Jiang, Yang Hu, Yantao Li, Huaqing Li, Lin Wang
A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting. Neural Comput. Appl. 34 (2) (2022)
Dawen Xia, Yongling Zheng, Yu Bai, Xiaobo Yan, Yang Hu, Yantao Li, Huaqing Li
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction. Multim. Tools Appl. 81 (19) (2022)
Dawen Xia, Yu Bai, Yongling Zheng, Yang Hu, Yantao Li, Huaqing Li
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation. Multim. Tools Appl. 81 (3) (2022)
Jun Wang, Long Zhang, An Zeng, Dawen Xia, Jiantao Yu, Guoxian Yu
DeepIII: Predicting Isoform-Isoform Interactions by Deep Neural Networks and Data Fusion. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Huaqing Li, Wentao Ding, Zheng Wang, Qingguo Lü, Yongfu Li, Dawen Xia
Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Dawen Xia, Yu Bai, Jian Geng, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
A distributed EMDN-GRU model on Spark for passenger waiting time forecasting. Neural Comput. Appl. 34 (21) (2022)
Huaqing Li, Lifeng Zheng, Zheng Wang, Yongfu Li, Lianghao Ji, Dawen Xia
Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Bihao Sun, Jinhui Hu, Dawen Xia, Huaqing Li
A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration. Frontiers Inf. Technol. Electron. Eng. 22 (11) (2021)
Dawen Xia, Maoting Zhang, Xiaobo Yan, Yu Bai, Yongling Zheng, Yantao Li, Huaqing Li
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction. Neural Comput. Appl. 33 (7) (2021)
Huaqing Li, Zheng Wang, Dawen Xia, Qi Han
Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks. IEEE Trans. Syst. Man Cybern. Syst. 51 (8) (2021)
Youcheng Niu, Huaqing Li, Zheng Wang, Qingguo Lü, Dawen Xia, Lianghao Ji
A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization. IEEE Trans. Control. Netw. Syst. 8 (3) (2021)
Youcheng Niu, Haijing Wang, Zheng Wang, Dawen Xia, Huaqing Li
Primal-dual stochastic distributed algorithm for constrained convex optimization. J. Frankl. Inst. 356 (16) (2019)
Binfeng Wang, Jun Zhang, Zili Zhang, Lei Pan, Yang Xiang, Dawen Xia
Noise-Resistant Statistical Traffic Classification. IEEE Trans. Big Data 5 (4) (2019)
Fan Yang, Huaqing Li, Guo Chen, Dawen Xia, Qi Han
Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control. Neural Comput. Appl. 31 (11) (2019)
Long Zhang, Guoxian Yu, Dawen Xia, Jun Wang
Protein-protein interactions prediction based on ensemble deep neural networks. Neurocomputing 324 (2019)
Yao Yao, Xing He, Tingwen Huang, Chaojie Li, Dawen Xia
A projection neural network for optimal demand response in smart grid environment. Neural Comput. Appl. 29 (6) (2018)
Dawen Xia, Xiaonan Lu, Huaqing Li, Wendong Wang, Yantao Li, Zili Zhang
A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data. Complex. 2018 (2018)
Qingguo Lü, Huaqing Li, Dawen Xia
Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes. Inf. Sci. 422 (2018)
Miao Sun, Xing He, Tiancai Wang, Jie Tan, Dawen Xia
Circuit implementation of digitally programmable transconductance amplifier in analog simulation of reaction-diffusion neural model. Neurocomputing 227 (2017)
Qingguo Lü, Huaqing Li, Dawen Xia
Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication. Neurocomputing 235 (2017)
Huaqing Li, Yinqiu Wang, Guo Chen, Dawen Xia, Li Xiao
Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies. Neural Comput. Appl. 28 (5) (2017)
Dawen Xia, Huaqing Li, Binfeng Wang, Yantao Li, Zili Zhang
A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction. IEEE Access 4 (2016)
Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao
Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication. Neurocomputing 174 (2016)
Dawen Xia, Binfeng Wang, Huaqing Li, Yantao Li, Zili Zhang
A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting. Neurocomputing 179 (2016)
Huaqing Li, Guo Chen, Zhaoyang Dong, Dawen Xia
Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme. Inf. Sci. (2016)
Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao
Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks. Neurocomputing 185 (2016)
Binfeng Wang, Jun Zhang, Zili Zhang, Wei Luo, Dawen Xia
Robust Traffic Classification with Mislabelled Training Samples. ICPADS (2015)
Binfeng Wang, Li Tao, Chao Gao, Dawen Xia, Zhuobo Rong, Wu Wang, Zili Zhang
Dividing Traffic Sub-areas Based on a Parallel K-Means Algorithm. KSEM (2014)
Dawen Xia, Zhuobo Rong, Yanhui Zhou, Binfeng Wang, Yantao Li, Zili Zhang
Discovery and Analysis of Usage Data Based on Hadoop for Personalized Information Access. CSE (2013)