2025
Application of switching-input LSTM network for vessel trajectory prediction.
Appl. Intell., February, 2025
Leveraging LLM Agents for Automated Optimization Modeling for SASP Problems: A Graph-RAG based Approach.
CoRR, January, 2025
Can DOA Algorithms Be Deceived?
IEEE Signal Process. Lett., 2025
Contextual Direct Position Determination for Path Loss Informed Localization.
IEEE Signal Process. Lett., 2025
2024
GGW-BDF: an online tool for using earth observation and Chinese ecosystem restoration experiences in support of the Great Green Wall initiative.
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Int. J. Digit. Earth, December, 2024
A Matrix-Factorization-Error-Ratio Approach to Cooperative Sensing in Non-Ideal Communication Environment.
IEEE Trans. Signal Process., 2024
Mixed Max-and-Min Fractional Programming for Wireless Networks.
IEEE Trans. Signal Process., 2024
A Third-Order Majorization Algorithm for Logistic Regression With Convergence Rate Guarantees.
IEEE Signal Process. Lett., 2024
Optimization algorithms for transmit waveform design in radar-centric dual-function radar-communication systems.
Signal Process., 2024
End-to-end model-based trajectory prediction for ro-ro ship route using dual-attention mechanism.
Frontiers Comput. Neurosci., 2024
Fast Fractional Programming for Multi-Cell Integrated Sensing and Communications.
Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024
Multidimensional Fractional Programming for Normalized Cuts.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Cooperative Sensing Via Matrix Factorization of the Partially Received Sample Covariance Matrix.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Sequential classification of customer behavior based on sequence-to-sequence learning with gated-attention neural networks.
Adv. Data Anal. Classif., September, 2023
Max-and-Min Fractional Programming for Communications and Sensing.
Proceedings of the 24th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2023
Inverse Quadratic Transform for Minimizing A Sum of Ratios.
Proceedings of the IEEE International Conference on Acoustics, 2023
2021
An Efficient Method for Estimating Wheat Heading Dates Using UAV Images.
Remote. Sens., 2021
Application of Long Short-term Memory Based Neural Network for Classification of Customer Behavior.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Customer Behavior Analysis and Classification Based on Process Mining.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Application of LSTM Models to Predict In-store Trajectory of Customers.
Proceedings of the 2021 International Conference on Data Mining, 2021
Application of Fractal Analysis for Customer Classification Based on Path Data.
Proceedings of the 2021 International Conference on Data Mining, 2021
2019
Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM.
IEEE Trans. Signal Process., 2019
Optimization of MIMO Device-to-Device Networks via Matrix Fractional Programming: A Minorization-Maximization Approach.
IEEE/ACM Trans. Netw., 2019
Finer Classification of Crops by Fusing UAV Images and Sentinel-2A Data.
Remote. Sens., 2019
2018
A Markowitz Portfolio Approach to Options Trading.
IEEE Trans. Signal Process., 2018
Coordinated Scheduling and Spectrum Sharing via Matrix Fractional Programming.
CoRR, 2018
Energy Efficient Beamforming in Heterogeneous Small Cell Networks.
Proceedings of the 10th International Conference on Wireless Communications and Signal Processing, 2018
2017
A Unified Framework for Low Autocorrelation Sequence Design via Majorization-Minimization.
IEEE Trans. Signal Process., 2017
Maximin Joint Optimization of Transmitting Code and Receiving Filter in Radar and Communications.
IEEE Trans. Signal Process., 2017
2016
Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers.
IEEE Trans. Signal Process., 2016
2015
Robust low-rank optimization for large scale problems.
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015