Study on spacing optimization for traffic flow detector. - Haijian Li; Limin Jia 002; Honghui Dong; Yong Qin 002; Dongwei Xu; Xiaoliang Sun (ITSC, 2010)

Some practical vehicle speed estimation methods by a single traffic magnetic sensor. - Haijian Li; Honghui Dong; Limin Jia 002; Dongwei Xu; Yong Qin 002 (ITSC, 2011)

Differential evolution with multi-stage strategies for global optimization. - Xiaogen Zhou; Gui-Jun Zhang; Xiao-hu Hao; Li Yu 001; Dongwei Xu (CEC, 2016)

Enhanced differential evolution using local Lipschitz underestimate strategy for computationally expensive optimization problems. - Xiaogen Zhou; Gui-jun Zhang; Xiao-hu Hao; Dongwei Xu; Li Yu 001 (Appl. Soft Comput., 2016)

Sensor Location Problem Optimization for Traffic Network with Different Spatial Distributions of Traffic Information. - Xu Bao; Haijian Li; Lingqiao Qin; Dongwei Xu; Bin Ran; Jian Rong (Sensors, 2016)

Traffic Vehicle Counting in Jam Flow Conditions Using Low-Cost and Energy-Efficient Wireless Magnetic Sensors. - Xu Bao; Haijian Li; Dongwei Xu; Limin Jia 002; Bin Ran; Jian Rong (Sensors, 2016)

Real-time road traffic state prediction based on ARIMA and Kalman filter. - Dongwei Xu; Yongdong Wang; Limin Jia 002; Yong Qin 002; Honghui Dong (Frontiers Inf. Technol. Electron. Eng., 2017)

Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network. - Peng Peng; Dongwei Xu; He Gao; Qi Xuan 001; Yi Liu 024; Haifeng Guo; Defeng He (DSC, 2019)

Analysis of Hospitalizing Behaviors Based on Big Trajectory Data. - Yongdong Wang; Dongwei Xu; Peng Peng; Qi Xuan 001; Gui-jun Zhang (IEEE Trans. Comput. Soc. Syst., 2019)

CLPVG: Circular limited penetrable visibility graph as a new network model for time series. - Qi Xuan 001; Jinchao Zhou; Kunfeng Qiu; Dongwei Xu; Shilian Zheng; Xiaoniu Yang (CoRR, 2021)

Adaptive Visibility Graph Neural Network and its Application in Modulation Classification. - Qi Xuan 001; Kunfeng Qiu; Jinchao Zhou; Zhuangzhi Chen; Dongwei Xu; Shilian Zheng; Xiaoniu Yang (CoRR, 2021)

Adversarial Examples Detection of Radio Signals Based on Multifeature Fusion. - Dongwei Xu; Hao Yang; Chuntao Gu; Zhuangzhi Chen; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

Adversarial Examples Detection of Electromagnetic Signal Based on GAN. - Jiawei Zhu; Jiangpeng Li; Dongwei Xu; Chuntao Gu; Qi Xuan 001; Shunling Wang (BigCom, 2022)

Backdoor Defence for Voice Print Recognition Model Based on Speech Enhancement and Weight Pruning. - Jiawei Zhu; Lin Chen; Dongwei Xu; Wenhong Zhao (IEEE Access, 2022)

The Evaluation of the Urban Road Network Based on the Complex Network. - Dongwei Xu; Yongdong Wang; Peng Peng; Lei Lin; Yi Liu 024 (IEEE Intell. Transp. Syst. Mag., 2022)

Traffic State Data Imputation: An Efficient Generating Method Based on the Graph Aggregator. - Dongwei Xu; Hang Peng; Chenchen Wei; Xuetian Shang; Haijian Li (IEEE Trans. Intell. Transp. Syst., 2022)

AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification. - Qi Xuan 001; Jinchao Zhou; Kunfeng Qiu; Zhuangzhi Chen; Dongwei Xu; Shilian Zheng; Xiaoniu Yang (IEEE Trans. Netw. Sci. Eng., 2022)

Deep Learning Applications - In Computer Vision, Signals and Networks - Qi Xuan 001; Yun Xiang; Dongwei Xu (Deep Learning Applications, 2023)

UAP Attack for Radio Signal Modulation Classification Based on Deep Learning. - Weiguo Shen; Jiangpeng Li; Chuntao Gu; Qi Xuan 001; Dongwei Xu; Xiaoniu Yang (ICCT, 2023)

Robustness Analysis of Discrete State-Based Reinforcement Learning Models in Traffic Signal Control. - Dongwei Xu; Chengbin Li; Da Wang; Guangyan Gao (IEEE Trans. Intell. Transp. Syst., 2023)

Group Vehicle Trajectory Prediction With Global Spatio-Temporal Graph. - Dongwei Xu; Xuetian Shang; Yewanze Liu; Hang Peng; Haijian Li (IEEE Trans. Intell. Veh., 2023)

MVHGN: Multi-View Adaptive Hierarchical Spatial Graph Convolution Network Based Trajectory Prediction for Heterogeneous Traffic-Agents. - Dongwei Xu; Xuetian Shang; Hang Peng; Haijian Li (IEEE Trans. Intell. Transp. Syst., 2023)

Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation. - Shunjie Dong; Zixuan Pan; Yu Fu; Dongwei Xu; Kuangyu Shi; Qianqian Yang 002; Yiyu Shi 001; Cheng Zhuo (IEEE Trans. Medical Imaging, 2023)

A Missing Traffic Data Imputation Method Based on a Diffusion Convolutional Neural Network-Generative Adversarial Network. - Chenchen Zhang; Lei Zhou; Xue-mei Xiao; Dongwei Xu (Sensors, 2023)

MTSC2: Multi-task Survival Prediction on Colorectal CT Images with Clinical Information. - Dongwei Xu; Ruixuan Wang; Du Cai; Chenghang Li; Feng Gao (CACML, 2024)

MDM: Advancing Multi-Domain Distribution Matching for Automatic Modulation Recognition Dataset Synthesis. - Dongwei Xu; Jiajun Chen; Yao Lu; Tianhao Xia; Qi Xuan 001; Wei Wang 144; Yun Lin 005; Xiaoniu Yang (CoRR, 2024)

Reassessing Layer Pruning in LLMs: New Insights and Methods. - Yao Lu; Hao Cheng; Yujie Fang; Zeyu Wang 011; Jiaheng Wei; Dongwei Xu; Qi Xuan 001; Xiaoniu Yang; Zhaowei Zhu (CoRR, 2024)

Hierarchical spatio-temporal graph convolutional neural networks for traffic data imputation. - Dongwei Xu; Hang Peng; Yufu Tang; Haifeng Guo (Inf. Fusion, 2024)

Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models. - Zhuangzhi Chen; Zhangwei Wang; Dongwei Xu; Jiawei Zhu; Weiguo Shen; Shilian Zheng; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Inf. Forensics Secur., 2024)

A Car-Following Model Considering Missing Data Based on TransGAN Networks. - Dongwei Xu; Guangyan Gao; Qingwei Qiu; Xuetian Shang; Haijian Li (IEEE Trans. Intell. Veh., 2024)

Multi-View Graph Convolution Network Reinforcement Learning for CAVs Cooperative Control in Highway Mixed Traffic. - Dongwei Xu; Peiwen Liu; Haijian Li; Haifeng Guo; Zijia Xie; Qi Xuan 001 (IEEE Trans. Intell. Veh., 2024)

Imperceptible UAPs for Automatic Modulation Classification Based on Deep Learning. - Dongwei Xu; Jiangpeng Li; Zhuangzhi Chen; Qi Xuan 001; Weiguo Shen; Xiaoniu Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Graph-based multi agent reinforcement learning for on-ramp merging in mixed traffic. - Dongwei Xu; Biao Zhang; Qingwei Qiu; Haijian Li; Haifeng Guo; Baojie Wang (Appl. Intell., 2024)

Channel Pruning Method for Signal Modulation Recognition Deep Learning Models. - Zhuangzhi Chen; Zhangwei Wang; Xuzhang Gao; Jinchao Zhou; Dongwei Xu; Shilian Zheng; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2024)

AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger. - Dongwei Xu; Ruochen Fang; Qi Xuan 001; Weiguo Shen; Shilian Zheng; Xiaoniu Yang (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

HFAD: Homomorphic Filtering Adversarial Defense Against Adversarial Attacks in Automatic Modulation Classification. - Sicheng Zhang; Yun Lin 005; Jiarun Yu 002; Jianting Zhang; Qi Xuan 001; Dongwei Xu; Juzhen Wang; Meiyu Wang (IEEE Trans. Cogn. Commun. Netw., 2024)

A Graph Deep Reinforcement Learning Traffic Signal Control for Multiple Intersections Considering Missing Data. - Dongwei Xu; Zefeng Yu; Xiangwang Liao; Haifeng Guo (IEEE Trans. Veh. Technol., 2024)

Exploring the Fractal Space of Sparse Deep Neural Network. - Hang Xu; Zhuangzhi Chen; Jinhuan Wang; Shanqing Yu; Dongwei Xu; Qi Xuan 001 (IEEE Access, 2025)

A robust DRL-based decision-making framework for CAV in highway mixed traffic. - Dongwei Xu; Xiaochang Ma; Jiaying Zheng; Tongcheng Gu; Yewanze Liu; Peiwen Liu (Expert Syst. Appl., 2025)

Cross-city traffic state prediction based on knowledge transfer framework. - Dongwei Xu; Yufu Tang; Jingfei Ju; Zefeng Yu; Jiaying Zheng; Tongcheng Gu; Haifeng Guo (Expert Syst. Appl., 2025)

Traffic State Estimation of Road Sections Without Detectors Based on Multisource Causal Interpretation Graph. - Dongwei Xu; Yufu Tang; Hang Peng; Haifeng Guo; Qi Xuan 001 (IEEE Internet Things J., 2025)

Robustness enhancement of deep reinforcement learning-based traffic signal control model via structure compression. - Dongwei Xu; Xiangwang Liao; Zefeng Yu; Tongcheng Gu; Haifeng Guo (Knowl. Based Syst., 2025)

MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition. - Dongwei Xu; Yutao Zhu 007; Yao Lu; Youpeng Feng; Yun Lin 005; Qi Xuan 001 (CoRR, 2025)

FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition. - Yao Lu; Tengfei Ma; Zeyu Wang 011; Zhuangzhi Chen; Dongwei Xu; Yun Lin 005; Qi Xuan 001; Guan Gui 001 (CoRR, 2025)

MSR-GAN: multi-scales decomposition representations for unsupervised anomaly detection. - Dongwei Xu; Tianhao Xia; Jiaye Hou; Yun Xiang; Qi Xuan 001 (Appl. Intell., 2025)

Multi-View Discriminant Framework for Automatic Modulation Open Set Recognition. - Jiaye Hou; Dongwei Xu; Fuxing Song; Zhuangzhi Chen; Qi Xuan 001; Shilian Zheng; Yun Lin 005; Xiaoniu Yang (IEEE Trans. Commun., 2025)

DUSE: A Data Expansion Framework for Low-resource Automatic Modulation Recognition based on Active Learning. - Yao Lu; Hongyu Gao; Zhuangzhi Chen; Dongwei Xu; Yun Lin 005; Qi Xuan 001; Guan Gui 001 (CoRR, 2025)

Multi-domain perspective trajectory prediction for autonomous driving. - Dongwei Xu; Tongcheng Gu; Chengju Sun; Hao Yu; Yewanze Liu (Appl. Intell., 2025)

A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models. - Yao Lu; Yutao Zhu 007; Yuqi Li; Dongwei Xu; Yun Lin 005; Qi Xuan 001; Xiaoniu Yang (IEEE Trans. Cogn. Commun. Netw., 2025)