Dawen Xia

65 papers A 1B 1C 1Journal 58Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-step subgradient algorithm for privacy-aware distributed optimization via state decomposition.
Digit. Signal Process.
Shaojiang Deng, Hao Lu, Qingguo Lü, Yantao Li, Dawen Xia, Huaqing Li
2026 J jnl
A secure cross-domain federated learning scheme based on blockchain fair payment.
PeerJ Comput. Sci.
Qiuxian Li, Dawen Xia, Youliang Tian, Quanxing Zhou
2026 J jnl
An aggregated graph attention network with depthwise separable convolution fusion for traffic flow forecasting.
J. Supercomput.
Dawen Xia, Jian Zhang, Wenchao Weng, Wenlin He, Yanmin Liu, Yang Hu, Fuchu Zhang, Yantao Li, Huaqing Li
2026 — conf
Anomalous Trajectory Detection Based on Multi-Scale Spatiotemporal Dependency Modeling.
CNML
Long Liu, Dawen Xia, Han Zhang, Wenlin He, Yang Hu, Huaqing Li
2026 J jnl
Distributed double proximal splitting algorithm for global constraint-coupled optimization with asynchrony and delays.
Signal Process.
Liang Ran, Huaqing Li, Jun Li, Lifeng Zheng, Run Tang, Dawen Xia
2026 J jnl
Distributed proximal primal-dual splitting for coupled constrained optimization over directed unbalanced networks.
Swarm Evol. Comput.
Run Tang, Huaqing Li, Dawen Xia, Liang Ran, Jun Li, Wei Zhu
2026 J jnl
Mamba-CorRL: Mamba-correlation graph convolutional networks with reinforcement learning for traffic flow prediction.
Eng. Appl. Artif. Intell.
Yan Chen, Dawen Xia, Yanmin Liu, Fuchu Zhang, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
2026 — book
Network-System Research and Distributed Composite Algorithm Design
Huaqing Li, Qingguo Lü, Dawen Xia, Xin Wang, Zheng Wang, Lifeng Zheng, Jun Li, Liang Ran
2025 J jnl
A Multiview Spatial-Temporal Adaptive Transformer-GRU Framework for Traffic Flow Prediction.
IEEE Internet Things J.
Yang Hu, Shaobo Li, Dawen Xia, Wenyong Zhang, Panliang Yuan, Fengbin Wu, Huaqing Li
2025 J jnl
A dual vision-guided mobile robot control approach for multi-target path planning and intelligent pickup.
Robotics Auton. Syst.
Wenyong Zhang, Dawen Xia, Guoyan Chang, Yang Hu, Yujia Huo, Ziqiang Wang, Fujian Feng, Zhiquan Zheng, Yantao Li, Huaqing Li
2025 J jnl
A multi-head adaptive actor-critic algorithm for solving vehicle routing problems.
Appl. Intell.
Dawen Xia, Youlong Jin, Mingyue Huang, Yang Hu, Yujia Huo, Ziqiang Wang, Fujian Feng, Yantao Li, Huaqing Li
2025 J jnl
Attention-based spatial-temporal synchronous graph convolution networks for traffic flow forecasting.
Appl. Intell.
Xiaoduo Wei, Dawen Xia, Yunsong Li, Yuce Ao, Yan Chen, Yang Hu, Yantao Li, Huaqing Li
2025 J jnl
Constraint-Projection-Based Actor-Critic Algorithm for Dynamic Distributed Economic Dispatch With Nonconvex Nonsmooth Cost.
IEEE Trans. Control. Netw. Syst.
Jun Li, Huaqing Li, Dawen Xia, Tingwen Huang, Lifeng Zheng, Liang Ran, Lianghao Ji
2025 — conf
Correlation Adaptive Dynamic Graph Convolutional Networks for Traffic Flow Prediction.
ICIC (22)
Yan Chen, Dawen Xia, Yang Hu, Wenyong Zhang, Fuchu Zhang
2025 J jnl
DRL-ED: A deep reinforcement learning with encoder-decoder method for traffic flow prediction.
Eng. Appl. Artif. Intell.
Dawen Xia, Yan Chen, Wenyong Zhang, Xiaoduo Wei, Yang Hu, Yantao Li, Huaqing Li
2025 J jnl
Distributed optimization for economic dispatch with acceleration and privacy preservation over unbalanced directed networks.
J. Frankl. Inst.
Shaojiang Deng, Zefei Han, Qingguo Lü, Yantao Li, Huaqing Li, Dawen Xia
2025 J jnl
Future-heuristic differential graph transformer for traffic flow forecasting.
Inf. Sci.
Dewei Bai, Dawen Xia, Xiaoping Wu, Dan Huang, Yang Hu, Youliang Tian, Weihua Ou, Yantao Li, Huaqing Li
2025 A conf
Mixture of Semantic and Spatial Experts for Explainable Traffic Prediction.
CIKM
Yang Hu, Shaobo Li, Dawen Xia, Zhiheng Zhou, Wenyong Zhang, Huaqing Li, Xingxing Zhang, Senzhang Wang
2025 J jnl
Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks.
IEEE Trans. Netw. Sci. Eng.
Keke Zhang, Qingguo Lü, Qixing Zhou, Huaqing Li, Dawen Xia, Tingwen Huang
2025 J jnl
Parallel recurrent neural network with transformer for anomalous trajectory detection.
Appl. Intell.
Dawen Xia, Yunsong Li, Yuce Ao, Xiaoduo Wei, Yan Chen, Yang Hu, Yantao Li, Huaqing Li
2025 J jnl
Traffic flow prediction based on graph convolutional networks with a parallel attention network and stacked gate recurrent units.
Multim. Tools Appl.
Dawen Xia, Yuce Ao, Xiaoduo Wei, Yunsong Li, Yan Chen, Yang Hu, Yantao Li, Huaqing Li
2024 J jnl
A bidirectional-a-star-based ant colony optimization algorithm for big-data-driven taxi route recommendation.
Multim. Tools Appl.
Dawen Xia, Bingqi Shen, Yongling Zheng, Wenyong Zhang, Dewei Bai, Yang Hu, Huaqing Li
2024 J jnl
Knowledge ontology enhanced model for explainable knowledge tracing.
J. King Saud Univ. Comput. Inf. Sci.
Yao Wang, Yujia Huo, Changxiao Yang, Xingchen Huang, Dawen Xia, Fujian Feng
2024 J jnl
RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction.
Multim. Tools Appl.
Dawen Xia, Yan Chen, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
2024 J jnl
Spatiotemporal synchronous dynamic graph attention network for traffic flow forecasting.
Neural Comput. Appl.
Dawen Xia, Zhan Lin, Yan Chen, Yang Hu, Yantao Li, Huaqing Li
2023 J jnl
A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization.
IEEE Trans. Signal Inf. Process. over Networks
Lifeng Zheng, Huaqing Li, Jun Li, Zheng Wang, Qingguo Lü, Yawei Shi, Huiwei Wang, Tao Dong, Lianghao Ji, Dawen Xia
2023 J jnl
A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization.
IEEE Trans. Emerg. Top. Comput. Intell.
Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, Dawen Xia
2023 J jnl
A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction.
Frontiers Inf. Technol. Electron. Eng.
Dawen Xia, Jian Geng, Ruixi Huang, Bingqi Shen, Yang Hu, Yantao Li, Huaqing Li
2023 J jnl
An A
Multim. Tools Appl.
Dawen Xia, Jian Geng, Bingqi Shen, Dewei Bai, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
2023 J jnl
Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting.
Neural Comput. Appl.
Dawen Xia, Bingqi Shen, Jian Geng, Yang Hu, Yantao Li, Huaqing Li
2023 J jnl
Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information.
IEEE Trans. Control. Netw. Syst.
Lifeng Zheng, Huaqing Li, Liang Ran, Lan Gao, Dawen Xia
2023 J jnl
Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction.
Appl. Intell.
Dewei Bai, Dawen Xia, Dan Huang, Yang Hu, Yantao Li, Huaqing Li
2023 J jnl
Topic-sensitive expert finding based solely on heterogeneous academic networks.
Expert Syst. Appl.
Xiaonan Gao, Sen Wu, Dawen Xia, Hui Xiong
2022 J jnl
A distributed EMDN-GRU model on Spark for passenger waiting time forecasting.
Neural Comput. Appl.
Dawen Xia, Yu Bai, Jian Geng, Wenyong Zhang, Yang Hu, Yantao Li, Huaqing Li
2022 J jnl
A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting.
Neural Comput. Appl.
Dawen Xia, Nan Yang, Shunying Jiang, Yang Hu, Yantao Li, Huaqing Li, Lin Wang
2022 J jnl
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation.
Multim. Tools Appl.
Dawen Xia, Yu Bai, Yongling Zheng, Yang Hu, Yantao Li, Huaqing Li
2022 J jnl
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction.
Multim. Tools Appl.
Dawen Xia, Yongling Zheng, Yu Bai, Xiaobo Yan, Yang Hu, Yantao Li, Huaqing Li
2022 J jnl
APFD: an effective approach to taxi route recommendation with mobile trajectory big data.
Frontiers Inf. Technol. Electron. Eng.
Wenyong Zhang, Dawen Xia, Guoyan Chang, Yang Hu, Yujia Huo, Fujian Feng, Yantao Li, Huaqing Li
2022 J jnl
Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization.
IEEE Trans. Netw. Sci. Eng.
Huaqing Li, Wentao Ding, Zheng Wang, Qingguo Lü, Yongfu Li, Dawen Xia
2022 J jnl
Decentralized proximal splitting algorithms for composite constrained convex optimization.
J. Frankl. Inst.
Lifeng Zheng, Liang Ran, Huaqing Li, Liping Feng, Zheng Wang, Qingguo Lü, Dawen Xia
2022 J jnl
DeepIII: Predicting Isoform-Isoform Interactions by Deep Neural Networks and Data Fusion.
IEEE ACM Trans. Comput. Biol. Bioinform.
Jun Wang, Long Zhang, An Zeng, Dawen Xia, Jiantao Yu, Guoxian Yu
2022 J jnl
SW-BiLSTM: a Spark-based weighted BiLSTM model for traffic flow forecasting.
Multim. Tools Appl.
Dawen Xia, Nan Yang, Shunying Jian, Yang Hu, Huaqing Li
2021 J jnl
A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization.
IEEE Trans. Control. Netw. Syst.
Youcheng Niu, Huaqing Li, Zheng Wang, Qingguo Lü, Dawen Xia, Lianghao Ji
2021 J jnl
A distributed WND-LSTM model on MapReduce for short-term traffic flow prediction.
Neural Comput. Appl.
Dawen Xia, Maoting Zhang, Xiaobo Yan, Yu Bai, Yongling Zheng, Yantao Li, Huaqing Li
2021 J jnl
A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration.
Frontiers Inf. Technol. Electron. Eng.
Bihao Sun, Jinhui Hu, Dawen Xia, Huaqing Li
2021 J jnl
Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems.
IEEE Trans. Signal Inf. Process. over Networks
Huaqing Li, Lifeng Zheng, Zheng Wang, Yongfu Li, Lianghao Ji, Dawen Xia
2021 J jnl
Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks.
IEEE Trans. Syst. Man Cybern. Syst.
Huaqing Li, Zheng Wang, Dawen Xia, Qi Han
2019 J jnl
Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control.
Neural Comput. Appl.
Fan Yang, Huaqing Li, Guo Chen, Dawen Xia, Qi Han
2019 J jnl
Noise-Resistant Statistical Traffic Classification.
IEEE Trans. Big Data
Binfeng Wang, Jun Zhang, Zili Zhang, Lei Pan, Yang Xiang, Dawen Xia
2019 J jnl
Primal-dual stochastic distributed algorithm for constrained convex optimization.
J. Frankl. Inst.
Youcheng Niu, Haijing Wang, Zheng Wang, Dawen Xia, Huaqing Li
2019 J jnl
Protein-protein interactions prediction based on ensemble deep neural networks.
Neurocomputing
Long Zhang, Guoxian Yu, Dawen Xia, Jun Wang
2018 J jnl
A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data.
Complex.
Dawen Xia, Xiaonan Lu, Huaqing Li, Wendong Wang, Yantao Li, Zili Zhang
2018 J jnl
A projection neural network for optimal demand response in smart grid environment.
Neural Comput. Appl.
Yao Yao, Xing He, Tingwen Huang, Chaojie Li, Dawen Xia
2018 J jnl
Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes.
Inf. Sci.
Qingguo Lü, Huaqing Li, Dawen Xia
2017 J jnl
Circuit implementation of digitally programmable transconductance amplifier in analog simulation of reaction-diffusion neural model.
Neurocomputing
Miao Sun, Xing He, Tiancai Wang, Jie Tan, Dawen Xia
2017 J jnl
Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies.
Neural Comput. Appl.
Huaqing Li, Yinqiu Wang, Guo Chen, Dawen Xia, Li Xiao
2017 J jnl
Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication.
Neurocomputing
Qingguo Lü, Huaqing Li, Dawen Xia
2016 J jnl
A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction.
IEEE Access
Dawen Xia, Huaqing Li, Binfeng Wang, Yantao Li, Zili Zhang
2016 J jnl
A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting.
Neurocomputing
Dawen Xia, Binfeng Wang, Huaqing Li, Yantao Li, Zili Zhang
2016 J jnl
Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme.
Inf. Sci.
Huaqing Li, Guo Chen, Zhaoyang Dong, Dawen Xia
2016 J jnl
Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication.
Neurocomputing
Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao
2016 J jnl
Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks.
Neurocomputing
Chicheng Huang, Huaqing Li, Dawen Xia, Li Xiao
2015 B conf
Robust Traffic Classification with Mislabelled Training Samples.
ICPADS
Binfeng Wang, Jun Zhang, Zili Zhang, Wei Luo, Dawen Xia
2014 C conf
Dividing Traffic Sub-areas Based on a Parallel K-Means Algorithm.
KSEM
Binfeng Wang, Li Tao, Chao Gao, Dawen Xia, Zhuobo Rong, Wu Wang, Zili Zhang
2013 — conf
Discovery and Analysis of Usage Data Based on Hadoop for Personalized Information Access.
CSE
Dawen Xia, Zhuobo Rong, Yanhui Zhou, Binfeng Wang, Yantao Li, Zili Zhang