Dawen Xia

According to our database, Dawen Xia authored at least 45 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Future-heuristic differential graph transformer for traffic flow forecasting.

Dewei Bai, Dawen Xia, Xiaoping Wu, Dan Huang, Yang Hu, Youliang Tian, Weihua Ou, Yantao Li, Huaqing Li

Inf. Sci., 2025

2024

Spatiotemporal synchronous dynamic graph attention network for traffic flow forecasting.

Dawen Xia, Zhan Lin, Yan Chen, Yang Hu, Yantao Li, Huaqing Li

Neural Comput. Appl., August, 2024

A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation.

Dawen Xia, Bingqi Shen, Yongling Zheng, Wenyong Zhang, Dewei Bai, Yang Hu, Huaqing Li

Multim. Tools Appl., February, 2024

RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction.

Dawen Xia, Yan Chen, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li

Multim. Tools Appl., 2024

Knowledge ontology enhanced model for explainable knowledge tracing.

Yao Wang, Yujia Huo, Changxiao Yang, Xingchen Huang, Dawen Xia, Fujian Feng

J. King Saud Univ. Comput. Inf. Sci., 2024

2023

An A²-Gurobi algorithm for route recommendation with big taxi trajectory data.

Dawen Xia, Jian Geng, Bingqi Shen, Dewei Bai, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li

Multim. Tools Appl., December, 2023

Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction.

Dewei Bai, Dawen Xia, Dan Huang, Yang Hu, Yantao Li, Huaqing Li

Appl. Intell., December, 2023

A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction.

Dawen Xia, Jian Geng, Ruixi Huang, Bingqi Shen, Yang Hu, Yantao Li, Huaqing Li

Frontiers Inf. Technol. Electron. Eng., September, 2023

Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting.

Dawen Xia, Bingqi Shen, Jian Geng, Yang Hu, Yantao Li, Huaqing Li

Neural Comput. Appl., August, 2023

Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information.

Lifeng Zheng, Huaqing Li, Liang Ran, Lan Gao, Dawen Xia

IEEE Trans. Control. Netw. Syst., June, 2023

A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization.

Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, Dawen Xia

IEEE Trans. Emerg. Top. Comput. Intell., February, 2023

A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization.

Lifeng Zheng, Huaqing Li, Jun Li, Zheng Wang, Qingguo Lü, Yawei Shi, Huiwei Wang, Tao Dong, Lianghao Ji, Dawen Xia

IEEE Trans. Signal Inf. Process. over Networks, 2023

Topic-sensitive expert finding based solely on heterogeneous academic networks.

Xiaonan Gao, Sen Wu, Dawen Xia, Hui Xiong

Expert Syst. Appl., 2023

2022

Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization.

Huaqing Li, Wentao Ding, Zheng Wang, Qingguo Lü, Yongfu Li, Dawen Xia

IEEE Trans. Netw. Sci. Eng., 2022

DeepIII: Predicting Isoform-Isoform Interactions by Deep Neural Networks and Data Fusion.

Jun Wang, Long Zhang, An Zeng, Dawen Xia, Jiantao Yu, Guoxian Yu

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting.

Dawen Xia, Nan Yang, Shunying Jiang, Yang Hu, Yantao Li, Huaqing Li, Lin Wang

Neural Comput. Appl., 2022

A distributed EMDN-GRU model on Spark for passenger waiting time forecasting.

Dawen Xia, Yu Bai, Jian Geng, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li

Neural Comput. Appl., 2022

A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction.

Dawen Xia, Yongling Zheng, Yu Bai, Xiaobo Yan, Yang Hu, Yantao Li, Huaqing Li

Multim. Tools Appl., 2022

SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting.

Dawen Xia, Nan Yang, Shunying Jian, Yang Hu, Huaqing Li

Multim. Tools Appl., 2022

A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation.

Dawen Xia, Yu Bai, Yongling Zheng, Yang Hu, Yantao Li, Huaqing Li

Multim. Tools Appl., 2022

APFD: an effective approach to taxi route recommendation with mobile trajectory big data.

Wenyong Zhang, Dawen Xia, Guoyan Chang, Yang Hu, Yujia Huo, Fujian Feng, Yantao Li, Huaqing Li

Frontiers Inf. Technol. Electron. Eng., 2022

Decentralized proximal splitting algorithms for composite constrained convex optimization.

Lifeng Zheng, Liang Ran, Huaqing Li, Liping Feng, Zheng Wang, Qingguo Lü, Dawen Xia

J. Frankl. Inst., 2022

2021

Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks.

Huaqing Li, Zheng Wang, Dawen Xia, Qi Han

IEEE Trans. Syst. Man Cybern. Syst., 2021

Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems.

Huaqing Li, Lifeng Zheng, Zheng Wang, Yongfu Li, Lianghao Ji, Dawen Xia

IEEE Trans. Signal Inf. Process. over Networks, 2021

A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization.

Youcheng Niu, Huaqing Li, Zheng Wang, Qingguo Lü, Dawen Xia, Lianghao Ji

IEEE Trans. Control. Netw. Syst., 2021

A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction.

Dawen Xia, Maoting Zhang, Xiaobo Yan, Yu Bai, Yongling Zheng, Yantao Li, Huaqing Li

Neural Comput. Appl., 2021

A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration.

Bihao Sun, Jinhui Hu, Dawen Xia, Huaqing Li

Frontiers Inf. Technol. Electron. Eng., 2021

2019

Noise-Resistant Statistical Traffic Classification.

Binfeng Wang, Jun Zhang, Zili Zhang, Lei Pan, Yang Xiang, Dawen Xia

IEEE Trans. Big Data, 2019

Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control.

Fan Yang, Huaqing Li, Guo Chen, Dawen Xia, Qi Han

Neural Comput. Appl., 2019

Primal-dual stochastic distributed algorithm for constrained convex optimization.

Youcheng Niu, Haijing Wang, Zheng Wang, Dawen Xia, Huaqing Li

J. Frankl. Inst., 2019

Protein-protein interactions prediction based on ensemble deep neural networks.

Long Zhang, Guoxian Yu, Dawen Xia, Jun Wang

Neurocomputing, 2019

2018

A projection neural network for optimal demand response in smart grid environment.

Yao Yao, Xing He, Tingwen Huang, Chaojie Li, Dawen Xia

Neural Comput. Appl., 2018

Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes.

Qingguo Lü, Huaqing Li, Dawen Xia

Inf. Sci., 2018

A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data.

Dawen Xia, Xiaonan Lu, Huaqing Li, Wendong Wang, Yantao Li, Zili Zhang

Complex., 2018

2017

Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies.

Huaqing Li, Yinqiu Wang, Guo Chen, Dawen Xia, Li Xiao

Neural Comput. Appl., 2017

Circuit implementation of digitally programmable transconductance amplifier in analog simulation of reaction-diffusion neural model.

Miao Sun, Xing He, Tiancai Wang, Jie Tan, Dawen Xia

Neurocomputing, 2017

Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication.

Qingguo Lü, Huaqing Li, Dawen Xia

Neurocomputing, 2017

2016

Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme.

Huaqing Li, Guo Chen, Zhaoyang Dong, Dawen Xia

Inf. Sci., 2016

A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting.

Dawen Xia, Binfeng Wang, Huaqing Li, Yantao Li, Zili Zhang

Neurocomputing, 2016

Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks.

Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao

Neurocomputing, 2016

Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication.

Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao

Neurocomputing, 2016

A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction.

Dawen Xia, Huaqing Li, Binfeng Wang, Yantao Li, Zili Zhang

IEEE Access, 2016

2015

Robust Traffic Classification with Mislabelled Training Samples.

Binfeng Wang, Jun Zhang, Zili Zhang, Wei Luo, Dawen Xia

Proceedings of the 21st IEEE International Conference on Parallel and Distributed Systems, 2015

2014

Dividing Traffic Sub-areas Based on a Parallel K-Means Algorithm.

Binfeng Wang, Li Tao, Chao Gao, Dawen Xia, Zhuobo Rong, Wu Wang, Zili Zhang

Proceedings of the Knowledge Science, Engineering and Management, 2014

2013

Discovery and Analysis of Usage Data Based on Hadoop for Personalized Information Access.

Dawen Xia, Zhuobo Rong, Yanhui Zhou, Binfeng Wang, Yantao Li, Zili Zhang

Proceedings of the 16th IEEE International Conference on Computational Science and Engineering, 2013