Zepeng Zhang

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Bibliography

2026
IRS-Assisted High-Speed Railway Secure Communications: Deep Learning for Joint Beamforming.
IEEE Trans. Intell. Transp. Syst., April, 2026

Deep Reinforcement Learning-Based Joint Optimization for Physical Layer Security in IRS-Assisted High-Speed Railway Networks.
IEEE Trans. Netw. Sci. Eng., 2026

Algorithm-informed graph neural networks for leakage detection and localization in water distribution networks.
Reliab. Eng. Syst. Saf., 2026

From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM).
Reliab. Eng. Syst. Saf., 2026

From physics to machine learning and back: Part II - Learning and observational bias in prognostics and health management (PHM).
Reliab. Eng. Syst. Saf., 2026

Hierarchical control strategy for improving rotary tillage stability and efficiency of hybrid tractors using regenerative braking.
Comput. Electron. Agric., 2026

Multimodal fusion-driven precision irrigation decision model for greenhouse cucumber integrating enhanced YOLO11n and TSMixer.
Comput. Electron. Agric., 2026

2025
RINS-T: Robust Implicit Neural Solvers for Time Series Linear Inverse Problems.
CoRR, October, 2025

GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data.
CoRR, September, 2025

From Physics to Machine Learning and Back: Part II - Learning and Observational Bias in PHM.
CoRR, September, 2025

Secrecy Capacity Maximization for IRS-Assisted High-Speed Train Communications.
IEEE Commun. Lett., June, 2025

Graph Neural Networks With Adaptive Structures.
IEEE J. Sel. Top. Signal Process., January, 2025

Predictive value of machine learning for in-hospital mortality risk in acute myocardial infarction: A systematic review and meta-analysis.
Int. J. Medical Informatics, 2025

Omnidirectional Wireless Power Transfer Based on 2-D Decoupled Combination Coil and Excitation Current Vector Control.
Int. J. Circuit Theory Appl., 2025

Enhancing stability and driving efficiency in tractor plowing operations on lateral slopes through independent braking and electronic Limited-Slip Differential: A Multi-Layer control strategy based on Multi-Channel time series prediction.
Comput. Electron. Agric., 2025

Research on traction and lateral stability control algorithm of tractor's plowing unit and field trials in hilly and mountainous areas.
Comput. Electron. Agric., 2025

GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Weighted Sum-Rate Maximization for Beamforming Design Using Minorization-Maximization: Convergence Rate and Deep Unfolding.
Proceedings of the 33rd European Signal Processing Conference, 2025

Domain Adaptive Unfolded Graph Neural Networks.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
ODR3DNet: Omni-Dimension Dynamic Residual 3D Net for Pulmonary Nodule Detection.
Proceedings of the Trustworthy Artificial Intelligence for Healthcare, 2024

Accelerating Quadratic Transform and WMMSE.
Proceedings of the IEEE International Symposium on Information Theory, 2024

A Joint Graph Signal and Laplacian Denoising Network.
Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

2023
Energy-harvesting Q-learning secure routing algorithm with authenticated-encryption for WSN.
ICT Express, December, 2023

TextCNN-based ensemble learning model for Japanese Text Multi-classification.
Comput. Electr. Eng., August, 2023

Quantum-Involution inspire false positive reduction in pulmonary nodule detection.
Biomed. Signal Process. Control., July, 2023

On Convergence Rates of Quadratic Transform and WMMSE Methods.
CoRR, 2023

Discerning and Enhancing the Weighted Sum-Rate Maximization Algorithms in Communications.
CoRR, 2023

Enhancing the Efficiency of WMMSE and FP for Beamforming by Minorization-Maximization.
Proceedings of the IEEE International Conference on Acoustics, 2023

A Study on Improving ALBERT with Additive Attention for Text Classification.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022
ASGNN: Graph Neural Networks with Adaptive Structure.
CoRR, 2022

Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective.
CoRR, 2022

WINMLP: Quantum & Involution Inspire False Positive Reduction in Lung Nodule Detection.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021
Scalable Financial Index Tracking with Graph Neural Networks.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021

Weighted Sum-Rate Maximization for Multi-Hop RIS-Aided Multi-User Communications: A Minorization-Maximization Approach.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Vast Portfolio Selection With Submodular Norm Regularizations.
Proceedings of the 29th European Signal Processing Conference, 2021

Multi-Period Portfolio Optimization for Index Tracking in Finance.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
A Deep Learning-Aided Approach to Portfolio Design for Financial Index Tracking.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020


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