Discovery and Analysis of Usage Data Based on Hadoop for Personalized Information Access. - Dawen Xia; Zhuobo Rong; Yanhui Zhou; Binfeng Wang; Yantao Li 001; Zili Zhang 001 (CSE, 2013)

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 001 (KSEM, 2014)

Robust Traffic Classification with Mislabelled Training Samples. - Binfeng Wang; Jun Zhang 010; Zili Zhang 001; Wei Luo 001; Dawen Xia (ICPADS, 2015)

A Map Reduce-Based Nearest Neighbor Approach for Big-Data-Driven Traffic Flow Prediction. - Dawen Xia; Huaqing Li 001; Binfeng Wang; Yantao Li 001; Zili Zhang 001 (IEEE Access, 2016)

Distributed consensus of multi-agent systems over general directed networks with limited bandwidth communication. - Chicheng Huang; Huaqing Li 001; Dawen Xia; Li Xiao 008 (Neurocomputing, 2016)

Quantized subgradient algorithm with limited bandwidth communications for solving distributed optimization over general directed multi-agent networks. - Chicheng Huang; Huaqing Li 001; Dawen Xia; Li Xiao 008 (Neurocomputing, 2016)

A distributed spatial-temporal weighted model on MapReduce for short-term traffic flow forecasting. - Dawen Xia; Binfeng Wang; Huaqing Li 001; Yantao Li 001; Zili Zhang 001 (Neurocomputing, 2016)

Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme. - Huaqing Li 001; Guo Chen 002; Zhaoyang Dong; Dawen Xia (Inf. Sci., 2016)

Distributed optimization of first-order discrete-time multi-agent systems with event-triggered communication. - Qingguo Lü; Huaqing Li 001; Dawen Xia (Neurocomputing, 2017)

Circuit implementation of digitally programmable transconductance amplifier in analog simulation of reaction-diffusion neural model. - Miao Sun; Xing He 001; Tiancai Wang; Jie Tan; Dawen Xia (Neurocomputing, 2017)

Consensus in networked dynamical systems with event-triggered control inputs and random switching topologies. - Huaqing Li 001; Yinqiu Wang; Guo Chen 002; Dawen Xia; Li Xiao 008 (Neural Comput. Appl., 2017)

A MapReduce-Based Parallel Frequent Pattern Growth Algorithm for Spatiotemporal Association Analysis of Mobile Trajectory Big Data. - Dawen Xia; Xiaonan Lu; Huaqing Li 001; Wendong Wang 001; Yantao Li 001; Zili Zhang 001 (Complex., 2018)

Geometrical convergence rate for distributed optimization with time-varying directed graphs and uncoordinated step-sizes. - Qingguo Lü; Huaqing Li 001; Dawen Xia (Inf. Sci., 2018)

A projection neural network for optimal demand response in smart grid environment. - Yao Yao; Xing He 001; Tingwen Huang; Chaojie Li; Dawen Xia (Neural Comput. Appl., 2018)

Protein-protein interactions prediction based on ensemble deep neural networks. - Long Zhang; Guoxian Yu; Dawen Xia; Jun Wang 035 (Neurocomputing, 2019)

Primal-dual stochastic distributed algorithm for constrained convex optimization. - Youcheng Niu; Haijing Wang; Zheng Wang 043; Dawen Xia; Huaqing Li 001 (J. Frankl. Inst., 2019)

Cluster lag synchronization of delayed heterogeneous complex dynamical networks via intermittent pinning control. - Fan Yang 064; Huaqing Li 001; Guo Chen 002; Dawen Xia; Qi Han 004 (Neural Comput. Appl., 2019)

Noise-Resistant Statistical Traffic Classification. - Binfeng Wang; Jun Zhang 010; Zili Zhang 001; Lei Pan 002; Yang Xiang 001; Dawen Xia (IEEE Trans. Big Data, 2019)

A distributed stochastic optimization algorithm with gradient-tracking and distributed heavy-ball acceleration. - Bihao Sun; Jinhui Hu; Dawen Xia; Huaqing Li 001 (Frontiers Inf. Technol. Electron. Eng., 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 001; Huaqing Li 001 (Neural Comput. Appl., 2021)

A Distributed Stochastic Proximal-Gradient Algorithm for Composite Optimization. - Youcheng Niu; Huaqing Li 001; Zheng Wang 043; Qingguo Lü; Dawen Xia; Lianghao Ji (IEEE Trans. Control. Netw. Syst., 2021)

Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems. - Huaqing Li 001; Lifeng Zheng; Zheng Wang 043; Yongfu Li 001; Lianghao Ji; Dawen Xia (IEEE Trans. Signal Inf. Process. over Networks, 2021)

Random Sleep Scheme-Based Distributed Optimization Algorithm Over Unbalanced Time-Varying Networks. - Huaqing Li 001; Zheng Wang 043; Dawen Xia; Qi Han 004 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Decentralized proximal splitting algorithms for composite constrained convex optimization. - Lifeng Zheng; Liang Ran; Huaqing Li 001; Liping Feng; Zheng Wang 043; Qingguo Lü; Dawen Xia (J. Frankl. Inst., 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 001; Huaqing Li 001 (Frontiers Inf. Technol. Electron. Eng., 2022)

A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation. - Dawen Xia; Yu Bai; Yongling Zheng; Yang Hu; Yantao Li 001; Huaqing Li 001 (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 001 (Multim. Tools 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 001; Huaqing Li 001 (Multim. Tools 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 001; Huaqing Li 001 (Neural Comput. Appl., 2022)

A parallel NAW-DBLSTM algorithm on Spark for traffic flow forecasting. - Dawen Xia; Nan Yang; Shunying Jiang; Yang Hu; Yantao Li 001; Huaqing Li 001; Lin Wang (Neural Comput. Appl., 2022)

DeepIII: Predicting Isoform-Isoform Interactions by Deep Neural Networks and Data Fusion. - Jun Wang 035; Long Zhang; An Zeng; Dawen Xia; Jiantao Yu; Guoxian Yu (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization. - Huaqing Li 001; Wentao Ding; Zheng Wang 043; Qingguo Lü; Yongfu Li 001; Dawen Xia (IEEE Trans. Netw. Sci. Eng., 2022)

Topic-sensitive expert finding based solely on heterogeneous academic networks. - Xiaonan Gao; Sen Wu 001; Dawen Xia; Hui Xiong 001 (Expert Syst. Appl., 2023)

A Distributed Nesterov-Like Gradient Tracking Algorithm for Composite Constrained Optimization. - Lifeng Zheng; Huaqing Li 001; Jun Li; Zheng Wang 043; Qingguo Lü; Yawei Shi; Huiwei Wang; Tao Dong 001; Lianghao Ji; Dawen Xia (IEEE Trans. Signal Inf. Process. over Networks, 2023)

A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization. - Huaqing Li 001; Enbing Su; Chengbo Wang; Jiawei Liu; Zuqing Zheng; Zheng Wang 043; Dawen Xia (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Distributed Primal-Dual Algorithms for Stochastic Generalized Nash Equilibrium Seeking Under Full and Partial-Decision Information. - Lifeng Zheng; Huaqing Li 001; Liang Ran; Lan Gao; Dawen Xia (IEEE Trans. Control. Netw. Syst., 2023)

Attention-based spatial-temporal adaptive dual-graph convolutional network for traffic flow forecasting. - Dawen Xia; Bingqi Shen; Jian Geng; Yang Hu; Yantao Li 001; Huaqing Li 001 (Neural Comput. Appl., 2023)

A distributed EEMDN-SABiGRU model on Spark for passenger hotspot prediction. - Dawen Xia; Jian Geng; Ruixi Huang; Bingqi Shen; Yang Hu; Yantao Li 001; Huaqing Li 001 (Frontiers Inf. Technol. Electron. Eng., 2023)

Spatial-temporal graph neural network based on gated convolution and topological attention for traffic flow prediction. - Dewei Bai; Dawen Xia; Dan Huang 007; Yang Hu; Yantao Li 001; Huaqing Li 001 (Appl. Intell., 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 001; Huaqing Li 001 (Multim. Tools Appl., 2023)

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)

RSAB-ConvGRU: A hybrid deep-learning method for traffic flow prediction. - Dawen Xia; Yan Chen; Wenyong Zhang; Yang Hu; Yantao Li 001; Huaqing Li 001 (Multim. Tools Appl., 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 001 (Multim. Tools Appl., 2024)

Spatiotemporal synchronous dynamic graph attention network for traffic flow forecasting. - Dawen Xia; Zhan Lin; Yan Chen; Yang Hu; Yantao Li 001; Huaqing Li 001 (Neural Comput. Appl., 2024)

Correlation Adaptive Dynamic Graph Convolutional Networks for Traffic Flow Prediction. - Yan Chen; Dawen Xia; Yang Hu; Wenyong Zhang; Fuchu Zhang (ICIC (22), 2025)

DRL-ED: A deep reinforcement learning with encoder-decoder method for traffic flow prediction. - Dawen Xia; Yan Chen; Wenyong Zhang; Xiaoduo Wei; Yang Hu; Yantao Li 001; Huaqing Li 001 (Eng. Appl. Artif. Intell., 2025)

Future-heuristic differential graph transformer for traffic flow forecasting. - Dewei Bai; Dawen Xia; Xiaoping Wu; Dan Huang 007; Yang Hu; Youliang Tian; Weihua Ou; Yantao Li 001; Huaqing Li 001 (Inf. Sci., 2025)

A dual vision-guided mobile robot control approach for multi-target path planning and intelligent pickup. - Wenyong Zhang; Dawen Xia; Guoyan Chang; Yang Hu; Yujia Huo; Ziqiang Wang; Fujian Feng; Zhiquan Zheng; Yantao Li 001; Huaqing Li 001 (Robotics Auton. Syst., 2025)

Momentum-Based Distributed Economic Dispatch of Smart Grids in Time-Varying Directed Networks. - Keke Zhang; Qingguo Lü; Qixing Zhou; Huaqing Li 001; Dawen Xia; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2025)

A Multiview Spatial-Temporal Adaptive Transformer-GRU Framework for Traffic Flow Prediction. - Yang Hu; Shaobo Li 001; Dawen Xia; Wenyong Zhang; Panliang Yuan; Fengbin Wu; Huaqing Li 001 (IEEE Internet Things J., 2025)

Constraint-Projection-Based Actor-Critic Algorithm for Dynamic Distributed Economic Dispatch With Nonconvex Nonsmooth Cost. - Jun Li; Huaqing Li 001; Dawen Xia; Tingwen Huang; Lifeng Zheng; Liang Ran; Lianghao Ji (IEEE Trans. Control. Netw. Syst., 2025)

Attention-based spatial-temporal synchronous graph convolution networks for traffic flow forecasting. - Xiaoduo Wei; Dawen Xia; Yunsong Li; Yuce Ao; Yan Chen; Yang Hu; Yantao Li 001; Huaqing Li 001 (Appl. Intell., 2025)

Parallel recurrent neural network with transformer for anomalous trajectory detection. - Dawen Xia; Yunsong Li; Yuce Ao; Xiaoduo Wei; Yan Chen; Yang Hu; Yantao Li 001; Huaqing Li 001 (Appl. Intell., 2025)

Traffic flow prediction based on graph convolutional networks with a parallel attention network and stacked gate recurrent units. - Dawen Xia; Yuce Ao; Xiaoduo Wei; Yunsong Li; Yan Chen; Yang Hu; Yantao Li 001; Huaqing Li 001 (Multim. Tools Appl., 2025)

A multi-head adaptive actor-critic algorithm for solving vehicle routing problems. - Dawen Xia; Youlong Jin; Mingyue Huang; Yang Hu; Yujia Huo; Ziqiang Wang; Fujian Feng; Yantao Li 001; Huaqing Li 001 (Appl. Intell., 2025)