期刊文章
Physics-Informed Machine Learning based Edge Detection for SEM Images
Yi Fang, Chun Wang, Sihai Zhang. in IEEE Transactions on Semiconductor Manufacturing, 2025.
WAE: An evaluation metric for attribution-based XAI on time series forecasting
Yueshan Chen, Sihai Zhang, Neurocomputing, 2025, 622: 129379.
Why Contour Averaging Works for SEM Metrology: Analysis and Validation
Jingxian Wei, Chenyu Xu, Sihai Zhang, IEEE Transactions on Semiconductor Manufacturing, DOI: 10.1109/TSM.2024.3471635.
The Quantitative evaluation of carbon reduction enabled by mobile communication in other industries: indicators, methods, and cases
Sihai Zhang, Chan Cui, Hongyu Sun, Yongmei Zeng, Jiang Zhu, Jinkang Zhu, SCIENTIA SINICA Informationis, 2024, 54(4): 777–787. DOI: 10.1360/SSI-2023-0295
Optimal Two-Timescale Configuration of Mobile Edge Computing with Mixed Energy Supply
Xiaojing Chen, Si Chen, Wei Ni, Xin Wang, Sihai Zhang, Shunqing Zhang, Yanzan Sun, Shugong Xu, Abbas Jamalipour, IEEE Transactions on Smart Grid, doi: 10.1109/TSG.2024.3390772.
The Predictability of Stock Price: Empirical Study on Tick Data in Chinese Stock Market
Yueshan Chen, Xingyu Xu, Tian Lan, Sihai Zhang, Big Data Research, 2024, 35: 100414.
DGL: Device Generic Latency Model for Neural Architecture Search on Mobile Devices
Qinsi Wang, Sihai Zhang, IEEE Transactions on Mobile Computing, 2023, 23(2): 1954-1967.
FedSeq: A Hybrid Federated Learning Framework Based on Sequential In-Cluster Training
Zhikun Chen, Daofeng Li, Rui Ni, Jinkang Zhu, Sihai Zhang, IEEE Systems Journal, 2023, 17(3): 4038-4049.
Wireless knowledge driven channel estimation in massive MIMO
Sihai Zhang, Jiashu Lin, Yamei Xu, Ming Zhao, Jinkang Zhu, SCIENTIA SINICA Informationis, Volume 53, Issue 4, 2023, Pages 758-, ISSN 1674-7267.
会议文章
Knowledge-enhanced N2N: Learning SEM Images Denoising with No Clean Data
Yi Fang, Chun Wang, Tian Lan and Sihai Zhang, 2025 International Joint Conference on Neural Networks, Rome, Italy, 2025.
LoS Identifcation Based Transmit Power Minimization in Cell-free ISAC System
Jingwen Wu, Chao Hu, Sihai Zhang , Ling Qiu, 2025 IEEE 101st Vehicular Technology Conference (VTC2025-Spring), Oslo, Norway, 2025.
Two-timescale Transmit Power Minimization in Semi-Passive IRS-Aided ISAC Systems
Jingwen Wu, Qilue Huang, Sihai Zhang and Ling Qiu, 2024 the 10th International Conference on Computer and Communications (ICCC), Chengdu, China, 2024.
A User-driven Sleep and wake-up Technology for Energy-Efficient 5G-Advanced Base Stations
Xiangzhi Guo, Xiaohui Chen, Weidong Wang, Sihai Zhang, 2024 16th International Conference on Wireless Communications and Signal Processing, Hefei, China, 2024.
Performance Analysis of Machine Learning on Homomorphically Encrypted Data
Morogo Freshina Mahatho, Yueshan Chen, Sihai Zhang, 2024 16th International Conference on Wireless Communications and Signal Processing, Hefei, China, 2024.
Multi-Point Channel Charting Aided Resource Management in Cell-Free Networks
Yuanqing Ye, Chenyu Xu, Zhen Wang, Lie Shan, Sihai Zhang, International Conference on Future Communications and Networks, Valletta, Malta, November, 2024.
Feature Fusion based HotspotDetection with R-EfficientNet
Chun Wang, Yi Fang, and Sihai Zhang, InProceedings of Great Lakes Symposiumon VLSI (GLSVLSI ’24).
MathNAS: If Blocks Have a Role in Mathematical Architecture Design
Qinsi Wang, Jinghan Ke, Zhi Liang and Sihai Zhang, NeurIPS, 2023
Energy Consumption Constrained Resource Cell Optimization Based on Multipoint Channel Charting
Yuanqing Ye, Zhikun Chen, Ming Zhao, and Sihai Zhang, 2023 15th International Conference on Wireless Communications and Signal Processing, Hangzhou, China,2023.
Data Collaborative Federated Learning for Non-I.i.d Data in Wireless Networks
Jiaqi Pan, Zhikun Chen, Sihai Zhang, and Ming Zhao, International Conference on Future Communications and Networks, Queenstown, New Zealand, December, 2023.
Adaptive User Selection and Bandwidth Allocation for Fast Convergence of Federated Learning in Wireless Networks
Jiaqi Pan, Zhikun Chen, Ming Zhao, Sihai Zhang, and Jinkang Zhu, International Conference on Future Communications and Networks, Queenstown, New Zealand, December, 2023.
完整论文汇总：
论文汇总.pdf