Dongwei Xu

57 papers A* 1B 1Journal 48Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
AMEE: Automatic Modulation Open Set Recognition Through Deep Metric Learning With Embedding Enhancement.
IEEE Trans. Reliab.
Dongwei Xu, Jiaye Hou, Fuxing Song, Zhuangzhi Chen, Shilian Zheng, Qi Xuan, Yun Lin, Xiaoniu Yang
2026 J jnl
Efficient Tensor Offloading Based on CXL Memory Pool for Extreme Scale Deep Learning.
IEEE Trans. Computers
Yue Ma, Dongwei Xu, Peng He, Hao Fu, Ying Jing, Sheng Zhang, Fangming Liu, Bowen Wang, Haiyuan Wan, Zhirun Yue
2026 J jnl
High-Order Feature Modeling and Multi-Level Reconstruction for Modulation Open-Set Detection.
IEEE Trans. Cogn. Commun. Netw.
Jiaye Hou, Dongwei Xu, Fuxing Song, Zhuangzhi Chen, Qi Xuan, Shilian Zheng, Yun Lin, Guan Gui
2026 A* conf
Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks.
AAAI
Xinjie Xu, Shuyu Cheng, Dongwei Xu, Qi Xuan, Chen Ma
2026 J jnl
Transformer-Based Phase Space Graph Convolutional Network for Modulation Recognition.
IEEE Trans. Cogn. Commun. Netw.
Songhang Bai, Shujin Zhou, Zhuangzhi Chen, Dongwei Xu, Yun Lin, Qi Xuan, Guan Gui
2025 J jnl
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models.
IEEE Trans. Cogn. Commun. Netw.
Yao Lu, Yutao Zhu, Yuqi Li, Dongwei Xu, Yun Lin, Qi Xuan, Xiaoniu Yang
2025 J jnl
A robust DRL-based decision-making framework for CAV in highway mixed traffic.
Expert Syst. Appl.
Dongwei Xu, Xiaochang Ma, Jiaying Zheng, Tongcheng Gu, Yewanze Liu, Peiwen Liu
2025 J jnl
Cross-city traffic state prediction based on knowledge transfer framework.
Expert Syst. Appl.
Dongwei Xu, Yufu Tang, Jingfei Ju, Zefeng Yu, Jiaying Zheng, Tongcheng Gu, Haifeng Guo
2025 J jnl
DUSE: A Data Expansion Framework for Low-resource Automatic Modulation Recognition based on Active Learning.
CoRR
Yao Lu, Hongyu Gao, Zhuangzhi Chen, Dongwei Xu, Yun Lin, Qi Xuan, Guan Gui
2025 J jnl
Exploring the Fractal Space of Sparse Deep Neural Network.
IEEE Access
Hang Xu, Zhuangzhi Chen, Jinhuan Wang, Shanqing Yu, Dongwei Xu, Qi Xuan
2025 J jnl
FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition.
CoRR
Yao Lu, Tengfei Ma, Zeyu Wang, Zhuangzhi Chen, Dongwei Xu, Yun Lin, Qi Xuan, Guan Gui
2025 J jnl
Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks.
CoRR
Xinjie Xu, Shuyu Cheng, Dongwei Xu, Qi Xuan, Chen Ma
2025 J jnl
LEAD: LLM-enhanced deep reinforcement learning for stable decision-making in critical autonomous driving scenarios.
Neurocomputing
Dongwei Xu, Enwen Qiao, Tongcheng Gu, Hongda Fu, Chengju Sun, Haifeng Guo, Yuqing Liu
2025 J jnl
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition.
CoRR
Dongwei Xu, Yutao Zhu, Yao Lu, Youpeng Feng, Yun Lin, Qi Xuan
2025 J jnl
MSR-GAN: multi-scales decomposition representations for unsupervised anomaly detection.
Appl. Intell.
Dongwei Xu, Tianhao Xia, Jiaye Hou, Yun Xiang, Qi Xuan
2025 J jnl
Multi-View Discriminant Framework for Automatic Modulation Open Set Recognition.
IEEE Trans. Commun.
Jiaye Hou, Dongwei Xu, Fuxing Song, Zhuangzhi Chen, Qi Xuan, Shilian Zheng, Yun Lin, Xiaoniu Yang
2025 J jnl
Multi-domain perspective trajectory prediction for autonomous driving.
Appl. Intell.
Dongwei Xu, Tongcheng Gu, Chengju Sun, Hao Yu, Yewanze Liu
2025 J jnl
Robustness enhancement of deep reinforcement learning-based traffic signal control model via structure compression.
Knowl. Based Syst.
Dongwei Xu, Xiangwang Liao, Zefeng Yu, Tongcheng Gu, Haifeng Guo
2025 J jnl
Traffic State Estimation of Road Sections Without Detectors Based on Multisource Causal Interpretation Graph.
IEEE Internet Things J.
Dongwei Xu, Yufu Tang, Hang Peng, Haifeng Guo, Qi Xuan
2024 J jnl
A Car-Following Model Considering Missing Data Based on TransGAN Networks.
IEEE Trans. Intell. Veh.
Dongwei Xu, Guangyan Gao, Qingwei Qiu, Xuetian Shang, Haijian Li
2024 J jnl
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models.
CoRR
Yao Lu, Yutao Zhu, Yuqi Li, Dongwei Xu, Yun Lin, Qi Xuan, Xiaoniu Yang
2024 J jnl
A Graph Deep Reinforcement Learning Traffic Signal Control for Multiple Intersections Considering Missing Data.
IEEE Trans. Veh. Technol.
Dongwei Xu, Zefeng Yu, Xiangwang Liao, Haifeng Guo
2024 J jnl
AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger.
IEEE Trans. Circuits Syst. II Express Briefs
Dongwei Xu, Ruochen Fang, Qi Xuan, Weiguo Shen, Shilian Zheng, Xiaoniu Yang
2024 J jnl
Channel Pruning Method for Signal Modulation Recognition Deep Learning Models.
IEEE Trans. Cogn. Commun. Netw.
Zhuangzhi Chen, Zhangwei Wang, Xuzhang Gao, Jinchao Zhou, Dongwei Xu, Shilian Zheng, Qi Xuan, Xiaoniu Yang
2024 J jnl
Graph-based multi agent reinforcement learning for on-ramp merging in mixed traffic.
Appl. Intell.
Dongwei Xu, Biao Zhang, Qingwei Qiu, Haijian Li, Haifeng Guo, Baojie Wang
2024 J jnl
HFAD: Homomorphic Filtering Adversarial Defense Against Adversarial Attacks in Automatic Modulation Classification.
IEEE Trans. Cogn. Commun. Netw.
Sicheng Zhang, Yun Lin, Jiarun Yu, Jianting Zhang, Qi Xuan, Dongwei Xu, Juzhen Wang, Meiyu Wang
2024 J jnl
Hierarchical spatio-temporal graph convolutional neural networks for traffic data imputation.
Inf. Fusion
Dongwei Xu, Hang Peng, Yufu Tang, Haifeng Guo
2024 J jnl
Imperceptible UAPs for Automatic Modulation Classification Based on Deep Learning.
IEEE Trans. Circuits Syst. II Express Briefs
Dongwei Xu, Jiangpeng Li, Zhuangzhi Chen, Qi Xuan, Weiguo Shen, Xiaoniu Yang
2024 J jnl
Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models.
IEEE Trans. Inf. Forensics Secur.
Zhuangzhi Chen, Zhangwei Wang, Dongwei Xu, Jiawei Zhu, Weiguo Shen, Shilian Zheng, Qi Xuan, Xiaoniu Yang
2024 J jnl
MDM: Advancing Multi-Domain Distribution Matching for Automatic Modulation Recognition Dataset Synthesis.
CoRR
Dongwei Xu, Jiajun Chen, Yao Lu, Tianhao Xia, Qi Xuan, Wei Wang, Yun Lin, Xiaoniu Yang
2024 — conf
MTSC2: Multi-task Survival Prediction on Colorectal CT Images with Clinical Information.
CACML
Dongwei Xu, Ruixuan Wang, Du Cai, Chenghang Li, Feng Gao
2024 J jnl
Multi-View Graph Convolution Network Reinforcement Learning for CAVs Cooperative Control in Highway Mixed Traffic.
IEEE Trans. Intell. Veh.
Dongwei Xu, Peiwen Liu, Haijian Li, Haifeng Guo, Zijia Xie, Qi Xuan
2024 J jnl
Reassessing Layer Pruning in LLMs: New Insights and Methods.
CoRR
Yao Lu, Hao Cheng, Yujie Fang, Zeyu Wang, Jiaheng Wei, Dongwei Xu, Qi Xuan, Xiaoniu Yang, Zhaowei Zhu
2023 J jnl
A Missing Traffic Data Imputation Method Based on a Diffusion Convolutional Neural Network-Generative Adversarial Network.
Sensors
Chenchen Zhang, Lei Zhou, Xue-mei Xiao, Dongwei Xu
2023 — book
Deep Learning Applications - In Computer Vision, Signals and Networks
Deep Learning Applications
Qi Xuan, Yun Xiang, Dongwei Xu
2023 J jnl
Group Vehicle Trajectory Prediction With Global Spatio-Temporal Graph.
IEEE Trans. Intell. Veh.
Dongwei Xu, Xuetian Shang, Yewanze Liu, Hang Peng, Haijian Li
2023 J jnl
MVHGN: Multi-View Adaptive Hierarchical Spatial Graph Convolution Network Based Trajectory Prediction for Heterogeneous Traffic-Agents.
IEEE Trans. Intell. Transp. Syst.
Dongwei Xu, Xuetian Shang, Hang Peng, Haijian Li
2023 J jnl
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation.
IEEE Trans. Medical Imaging
Shunjie Dong, Zixuan Pan, Yu Fu, Dongwei Xu, Kuangyu Shi, Qianqian Yang, Yiyu Shi, Cheng Zhuo
2023 J jnl
Robustness Analysis of Discrete State-Based Reinforcement Learning Models in Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst.
Dongwei Xu, Chengbin Li, Da Wang, Guangyan Gao
2023 — conf
UAP Attack for Radio Signal Modulation Classification Based on Deep Learning.
ICCT
Weiguo Shen, Jiangpeng Li, Chuntao Gu, Qi Xuan, Dongwei Xu, Xiaoniu Yang
2022 — conf
Adversarial Examples Detection of Electromagnetic Signal Based on GAN.
BigCom
Jiawei Zhu, Jiangpeng Li, Dongwei Xu, Chuntao Gu, Qi Xuan, Shunling Wang
2022 J jnl
AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification.
IEEE Trans. Netw. Sci. Eng.
Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang
2022 J jnl
Backdoor Defence for Voice Print Recognition Model Based on Speech Enhancement and Weight Pruning.
IEEE Access
Jiawei Zhu, Lin Chen, Dongwei Xu, Wenhong Zhao
2022 J jnl
The Evaluation of the Urban Road Network Based on the Complex Network.
IEEE Intell. Transp. Syst. Mag.
Dongwei Xu, Yongdong Wang, Peng Peng, Lei Lin, Yi Liu
2022 J jnl
Traffic State Data Imputation: An Efficient Generating Method Based on the Graph Aggregator.
IEEE Trans. Intell. Transp. Syst.
Dongwei Xu, Hang Peng, Chenchen Wei, Xuetian Shang, Haijian Li
2021 J jnl
Adaptive Visibility Graph Neural Network and its Application in Modulation Classification.
CoRR
Qi Xuan, Kunfeng Qiu, Jinchao Zhou, Zhuangzhi Chen, Dongwei Xu, Shilian Zheng, Xiaoniu Yang
2021 J jnl
Adversarial Examples Detection of Radio Signals Based on Multifeature Fusion.
IEEE Trans. Circuits Syst. II Express Briefs
Dongwei Xu, Hao Yang, Chuntao Gu, Zhuangzhi Chen, Qi Xuan, Xiaoniu Yang
2021 J jnl
CLPVG: Circular limited penetrable visibility graph as a new network model for time series.
CoRR
Qi Xuan, Jinchao Zhou, Kunfeng Qiu, Dongwei Xu, Shilian Zheng, Xiaoniu Yang
2019 J jnl
Analysis of Hospitalizing Behaviors Based on Big Trajectory Data.
IEEE Trans. Comput. Soc. Syst.
Yongdong Wang, Dongwei Xu, Peng Peng, Qi Xuan, Gui-Jun Zhang
2019 — conf
Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network.
DSC
Peng Peng, Dongwei Xu, He Gao, Qi Xuan, Yi Liu, Haifeng Guo, Defeng He
2017 J jnl
Real-time road traffic state prediction based on ARIMA and Kalman filter.
Frontiers Inf. Technol. Electron. Eng.
Dongwei Xu, Yongdong Wang, Limin Jia, Yong Qin, Honghui Dong
2016 B conf
Differential evolution with multi-stage strategies for global optimization.
CEC
Xiaogen Zhou, Gui-Jun Zhang, Xiao-hu Hao, Li Yu, Dongwei Xu
2016 J jnl
Enhanced differential evolution using local Lipschitz underestimate strategy for computationally expensive optimization problems.
Appl. Soft Comput.
Xiaogen Zhou, Gui-Jun Zhang, Xiao-hu Hao, Dongwei Xu, Li Yu
2016 J jnl
Sensor Location Problem Optimization for Traffic Network with Different Spatial Distributions of Traffic Information.
Sensors
Xu Bao, Haijian Li, Lingqiao Qin, Dongwei Xu, Bin Ran, Jian Rong
2016 J jnl
Traffic Vehicle Counting in Jam Flow Conditions Using Low-Cost and Energy-Efficient Wireless Magnetic Sensors.
Sensors
Xu Bao, Haijian Li, Dongwei Xu, Limin Jia, Bin Ran, Jian Rong
2011 — conf
Some practical vehicle speed estimation methods by a single traffic magnetic sensor.
ITSC
Haijian Li, Honghui Dong, Limin Jia, Dongwei Xu, Yong Qin
2010 — conf
Study on spacing optimization for traffic flow detector.
ITSC
Haijian Li, Limin Jia, Honghui Dong, Yong Qin, Dongwei Xu, Xiaoliang Sun