Zepeng Zhang

40 papers A* 1B 1Misc 2Journal 27Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Algorithm-informed graph neural networks for leakage detection and localization in water distribution networks.
Reliab. Eng. Syst. Saf.
Zepeng Zhang, Olga Fink
2026 J jnl
Deep Reinforcement Learning-Based Joint Optimization for Physical Layer Security in IRS-Assisted High-Speed Railway Networks.
IEEE Trans. Netw. Sci. Eng.
Cuiran Li, Jiahui Luan, Zepeng Zhang, Bo Ai, Hao Wu, Jianli Xie
2026 J jnl
From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM).
Reliab. Eng. Syst. Saf.
Olga Fink, Vinay Sharma, Ismail Nejjar, Leandro Von Krannichfeldt, Sergei Garmaev, Zepeng Zhang, Amaury Wei, Gaëtan Frusque, Florent Forest, Mengjie Zhao, Chi-Ching Hsu, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Raffael Theiler, Arthur Bizzi, Kevin Steiner
2026 J jnl
From physics to machine learning and back: Part II - Learning and observational bias in prognostics and health management (PHM).
Reliab. Eng. Syst. Saf.
Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao, Kevin Steiner, Yusuf Kesmen
2026 J jnl
Hierarchical control strategy for improving rotary tillage stability and efficiency of hybrid tractors using regenerative braking.
Comput. Electron. Agric.
Zepeng Zhang, Zhongxiang Zhu, Liquan Lu, Guang-lin Zhang, Haoran Yang, Zhenghe Song
2026 J jnl
IRS-Assisted High-Speed Railway Secure Communications: Deep Learning for Joint Beamforming.
IEEE Trans. Intell. Transp. Syst.
Cuiran Li, Shujing Sun, Zepeng Zhang, Bo Ai, Hao Wu, Jianli Xie
2026 J jnl
Multimodal fusion-driven precision irrigation decision model for greenhouse cucumber integrating enhanced YOLO11n and TSMixer.
Comput. Electron. Agric.
Yu Jiang, Sihan Xu, Zepeng Zhang, Yilin Wang, Xuejiao Yu, Zhi Zhang
2025 A* conf
Domain Adaptive Unfolded Graph Neural Networks.
AAAI
Zepeng Zhang, Olga Fink
2025 J jnl
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.
Zepeng Zhang, Zhongxiang Zhu, Bing Han, Liquan Lu, Haoran Yang, Zhenghe Song, Zhen Li, Zihan Yang
2025 J jnl
From Physics to Machine Learning and Back: Part II - Learning and Observational Bias in PHM.
CoRR
Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao
2025 J jnl
GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data.
CoRR
Lubian Bai, Xiuyuan Zhang, Siqi Zhang, Zepeng Zhang, Haoyu Wang, Wei Qin, Shihong Du
2025 J jnl
Graph Neural Networks With Adaptive Structures.
IEEE J. Sel. Top. Signal Process.
Zepeng Zhang, Songtao Lu, Zengfeng Huang, Ziping Zhao
2025 J jnl
Omnidirectional Wireless Power Transfer Based on 2-D Decoupled Combination Coil and Excitation Current Vector Control.
Int. J. Circuit Theory Appl.
Xiaodi Yao, Yanjie Guo, Ruimin Wang, Xu Wang, Yajing Zhang, Baihao Song, Zepeng Zhang
2025 J jnl
Predictive value of machine learning for in-hospital mortality risk in acute myocardial infarction: A systematic review and meta-analysis.
Int. J. Medical Informatics
Yuan Zhang, Huan Liu, Qingxia Huang, Wantong Qu, Yanyu Shi, Tianyang Zhang, Jing Li, Jinjin Chen, Yuqing Shi, Ruixue Deng, Ying Chen, Zepeng Zhang
2025 J jnl
RINS-T: Robust Implicit Neural Solvers for Time Series Linear Inverse Problems.
CoRR
Keivan Faghih Niresi, Zepeng Zhang, Olga Fink
2025 J jnl
Research on traction and lateral stability control algorithm of tractor's plowing unit and field trials in hilly and mountainous areas.
Comput. Electron. Agric.
Bing Han, Haoran Yang, Liquan Lu, Zepeng Zhang, Zhen Li, Zhenghe Song, Zhongxiang Zhu, Zihan Yang
2025 J jnl
Secrecy Capacity Maximization for IRS-Assisted High-Speed Train Communications.
IEEE Commun. Lett.
Cuiran Li, Jiahui Luan, Zepeng Zhang, Bo Ai, Hao Wu, Jianli Xie
2025 — conf
Weighted Sum-Rate Maximization for Beamforming Design Using Minorization-Maximization: Convergence Rate and Deep Unfolding.
EUSIPCO
Zhexian Yang, Zepeng Zhang, Ziping Zhao
2024 — conf
A Joint Graph Signal and Laplacian Denoising Network.
APSIPA
Zepeng Zhang, Ziping Zhao
2024 B conf
Accelerating Quadratic Transform and WMMSE.
ISIT
Kaiming Shen, Ziping Zhao, Yannan Chen, Zepeng Zhang, Hei Victor Cheng
2024 J jnl
Accelerating Quadratic Transform and WMMSE.
IEEE J. Sel. Areas Commun.
Kaiming Shen, Ziping Zhao, Yannan Chen, Zepeng Zhang, Hei Victor Cheng
2024 J jnl
Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks.
CoRR
Zepeng Zhang, Olga Fink
2024 J jnl
Domain Adaptive Unfolded Graph Neural Networks.
CoRR
Zepeng Zhang, Olga Fink
2024 — conf
ODR3DNet: Omni-Dimension Dynamic Residual 3D Net for Pulmonary Nodule Detection.
TAI4H
Ying Wang, Yun Tie, Dalong Zhang, Zepeng Zhang, Lin Qi
2023 — conf
A Study on Improving ALBERT with Additive Attention for Text Classification.
ACPR (2)
Zepeng Zhang, Hua Chen, Jiagui Xiong, Jiayu Hu, Wenlong Ni
2023 J jnl
Discerning and Enhancing the Weighted Sum-Rate Maximization Algorithms in Communications.
CoRR
Zepeng Zhang, Ziping Zhao, Kaiming Shen, Daniel P. Palomar, Wei Yu
2023 J jnl
Energy-harvesting Q-learning secure routing algorithm with authenticated-encryption for WSN.
ICT Express
Cuiran Li, Jixuan Wu, Zepeng Zhang, Anqi Lv
2023 Misc conf
Enhancing the Efficiency of WMMSE and FP for Beamforming by Minorization-Maximization.
ICASSP
Zepeng Zhang, Ziping Zhao, Kaiming Shen
2023 J jnl
On Convergence Rates of Quadratic Transform and WMMSE Methods.
CoRR
Kaiming Shen, Ziping Zhao, Yannan Chen, Zepeng Zhang, Hei Victor Cheng
2023 J jnl
Quantum-Involution inspire false positive reduction in pulmonary nodule detection.
Biomed. Signal Process. Control.
Zepeng Zhang, Yun Tie, Dalong Zhang, Fenghui Liu, Lin Qi
2023 J jnl
TextCNN-based ensemble learning model for Japanese Text Multi-classification.
Comput. Electr. Eng.
Hua Chen, Zepeng Zhang, Shiting Huang, Jiayu Hu, Wenlong Ni, Jianming Liu
2022 J jnl
ASGNN: Graph Neural Networks with Adaptive Structure.
CoRR
Zepeng Zhang, Songtao Lu, Zengfeng Huang, Ziping Zhao
2022 J jnl
Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective.
CoRR
Zepeng Zhang, Ziping Zhao
2022 — conf
WINMLP: Quantum & Involution Inspire False Positive Reduction in Lung Nodule Detection.
ICONIP (3)
Zepeng Zhang, Fenghui Liu, Lin Qi, Yun Tie
2021 — conf
Multi-Period Portfolio Optimization for Index Tracking in Finance.
ACSCC
Xiuyuan Huang, Zepeng Zhang, Ziping Zhao
2021 — conf
Scalable Financial Index Tracking with Graph Neural Networks.
SSP
Zepeng Zhang, Ziping Zhao
2021 — conf
Vast Portfolio Selection With Submodular Norm Regularizations.
EUSIPCO
Zepeng Zhang, Ziping Zhao
2021 — conf
Weighted Sum-Rate Maximization for Multi-Hop RIS-Aided Multi-User Communications: A Minorization-Maximization Approach.
SPAWC
Zepeng Zhang, Ziping Zhao
2021 J jnl
Weighted Sum-Rate Maximization for Multi-Hop RIS-Aided Multi-User Communications: A Minorization-Maximization Approach.
CoRR
Zepeng Zhang, Ziping Zhao
2020 Misc conf
A Deep Learning-Aided Approach to Portfolio Design for Financial Index Tracking.
ACSSC
Zepeng Zhang, Ziping Zhao