2025
Multi-View Discriminant Framework for Automatic Modulation Open Set Recognition.
IEEE Trans. Commun., June, 2025
MSR-GAN: multi-scales decomposition representations for unsupervised anomaly detection.
Appl. Intell., June, 2025
FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition.
CoRR, May, 2025
MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition.
CoRR, February, 2025
Robustness enhancement of deep reinforcement learning-based traffic signal control model via structure compression.
Knowl. Based Syst., 2025
Traffic State Estimation of Road Sections Without Detectors Based on Multisource Causal Interpretation Graph.
IEEE Internet Things J., 2025
Cross-city traffic state prediction based on knowledge transfer framework.
Expert Syst. Appl., 2025
A robust DRL-based decision-making framework for CAV in highway mixed traffic.
Expert Syst. Appl., 2025
2024
A Graph Deep Reinforcement Learning Traffic Signal Control for Multiple Intersections Considering Missing Data.
IEEE Trans. Veh. Technol., December, 2024
HFAD: Homomorphic Filtering Adversarial Defense Against Adversarial Attacks in Automatic Modulation Classification.
IEEE Trans. Cogn. Commun. Netw., June, 2024
AT-GAN: A Backdoor Attack Against Radio Signals Modulation Based on Adaptive Trigger.
IEEE Trans. Circuits Syst. II Express Briefs, June, 2024
Channel Pruning Method for Signal Modulation Recognition Deep Learning Models.
IEEE Trans. Cogn. Commun. Netw., April, 2024
Graph-based multi agent reinforcement learning for on-ramp merging in mixed traffic.
Appl. Intell., April, 2024
Imperceptible UAPs for Automatic Modulation Classification Based on Deep Learning.
IEEE Trans. Circuits Syst. II Express Briefs, February, 2024
Multi-View Graph Convolution Network Reinforcement Learning for CAVs Cooperative Control in Highway Mixed Traffic.
IEEE Trans. Intell. Veh., January, 2024
A Car-Following Model Considering Missing Data Based on TransGAN Networks.
IEEE Trans. Intell. Veh., January, 2024
Learn to Defend: Adversarial Multi-Distillation for Automatic Modulation Recognition Models.
IEEE Trans. Inf. Forensics Secur., 2024
Hierarchical spatio-temporal graph convolutional neural networks for traffic data imputation.
Inf. Fusion, 2024
Reassessing Layer Pruning in LLMs: New Insights and Methods.
CoRR, 2024
MDM: Advancing Multi-Domain Distribution Matching for Automatic Modulation Recognition Dataset Synthesis.
CoRR, 2024
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models.
CoRR, 2024
MTSC2: Multi-task Survival Prediction on Colorectal CT Images with Clinical Information.
Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024
2023
A Missing Traffic Data Imputation Method Based on a Diffusion Convolutional Neural Network-Generative Adversarial Network.
Sensors, December, 2023
Partial Unbalanced Feature Transport for Cross-Modality Cardiac Image Segmentation.
IEEE Trans. Medical Imaging, June, 2023
MVHGN: Multi-View Adaptive Hierarchical Spatial Graph Convolution Network Based Trajectory Prediction for Heterogeneous Traffic-Agents.
IEEE Trans. Intell. Transp. Syst., June, 2023
Group Vehicle Trajectory Prediction With Global Spatio-Temporal Graph.
IEEE Trans. Intell. Veh., February, 2023
Robustness Analysis of Discrete State-Based Reinforcement Learning Models in Traffic Signal Control.
IEEE Trans. Intell. Transp. Syst., February, 2023
UAP Attack for Radio Signal Modulation Classification Based on Deep Learning.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023
Deep Learning Applications - In Computer Vision, Signals and Networks
WorldScientific, ISBN: 9789811266928, 2023
2022
AvgNet: Adaptive Visibility Graph Neural Network and Its Application in Modulation Classification.
IEEE Trans. Netw. Sci. Eng., 2022
Traffic State Data Imputation: An Efficient Generating Method Based on the Graph Aggregator.
IEEE Trans. Intell. Transp. Syst., 2022
The Evaluation of the Urban Road Network Based on the Complex Network.
IEEE Intell. Transp. Syst. Mag., 2022
Backdoor Defence for Voice Print Recognition Model Based on Speech Enhancement and Weight Pruning.
IEEE Access, 2022
Adversarial Examples Detection of Electromagnetic Signal Based on GAN.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022
2021
Adversarial Examples Detection of Radio Signals Based on Multifeature Fusion.
IEEE Trans. Circuits Syst. II Express Briefs, 2021
Adaptive Visibility Graph Neural Network and its Application in Modulation Classification.
CoRR, 2021
CLPVG: Circular limited penetrable visibility graph as a new network model for time series.
CoRR, 2021
2019
Analysis of Hospitalizing Behaviors Based on Big Trajectory Data.
IEEE Trans. Comput. Soc. Syst., 2019
Short-Term Traffic Flow Prediction using Attention-Based Long Short-Term Memory Network.
Proceedings of the Fourth IEEE International Conference on Data Science in Cyberspace, 2019
2017
Real-time road traffic state prediction based on ARIMA and Kalman filter.
Frontiers Inf. Technol. Electron. Eng., 2017
2016
Traffic Vehicle Counting in Jam Flow Conditions Using Low-Cost and Energy-Efficient Wireless Magnetic Sensors.
Sensors, 2016
Sensor Location Problem Optimization for Traffic Network with Different Spatial Distributions of Traffic Information.
Sensors, 2016
Enhanced differential evolution using local Lipschitz underestimate strategy for computationally expensive optimization problems.
Appl. Soft Comput., 2016
Differential evolution with multi-stage strategies for global optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2011
Some practical vehicle speed estimation methods by a single traffic magnetic sensor.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011
2010
Study on spacing optimization for traffic flow detector.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010