Ke Yan

Beijing Institute of Technology — China

Engineering · Physical Sciences

46h-index8.4kcitations306works4.72yr avg
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Research Topics

Energy Load and Power Forecasting(28), Anomaly Detection Techniques and Applications(24), Advanced Chemical Sensor Technologies(24), Building Energy and Comfort Optimization(23), Radiomics and Machine Learning in Medical Imaging(20)

Publications306 total

VeCoSA-FI: A verifiable and collusion-resistant secure aggregation protocol in federated learning with fair incentive mechanism
Journal of King Saud University - Computer and Information Sciences·2025Open Access
Study of anomaly registration detection based on multilayer kernel autoencoder extreme learning machine model
Scientific Reports·2025Open Access
A hybrid cross-domain few-shot bearing fault diagnosis method combining multi-scale feature association and physical information
Advanced Engineering Informatics·2025· 3 cited
A few-shot learning framework for HVAC fault diagnosis in data centers with minimal data required
Applied Energy·2025· 3 citedOpen Access
Fast-Converging and Trustworthy Federated Learning Framework for Privacy-Preserving Stock Price Modeling
Electronics·2025Open Access
Long-term photovoltaic power generation prediction based on GNN-LightTS
2025Open Access
Adaptive Graph Neural Network-Based Hybrid Approach for Long-Term Photovoltaic Power Forecasting
Applied Sciences·2025Open Access
Enhancing post-induction hypotension prediction based on exemplar learning with crossover restart strategy driven feature selection
Computer Methods and Programs in Biomedicine·2025
A novel prediction model integrating physical information and data augmentation for fouling deposition in enhanced tubes
Physics of Fluids·2025
Dynamic Orchestration of Multi-Agent System for Real-World Multi-Image Agricultural VQA
arXiv (Cornell University)·2025Open Access
A stable, reliable and interpretable diffusion model for HVAC FDD with data unavailability
Applied Energy·2025· 1 citedOpen Access
ESFDA: Energy-based Source-Free domain adaptation method for rotating machinery fault diagnosis
Reliability Engineering & System Safety·2025· 1 cited
Robust photovoltaic forecasting under severe data missingness via multi-domain collaboration and covariate interaction
Applied Energy·2025· 1 citedOpen Access
Lymphoma Prognosis with Lesion-Anatomy Context Fusion and Attention-Based Multi-lesion Aggregation
Lecture notes in computer science·2025
Metastatic Lymph Node Station Classification in Esophageal Cancer via Prior-Guided Supervision and Station-Aware Mixture-of-Experts
Lecture notes in computer science·2025
Knowledge-Driven Interpretable Neural Networks for Mechanistic Insight
2025Open Access
Text-image pair joint enhancement VQA model based on cross-modal attention
2025
Hiding Functions within Functions: Steganography by Implicit Neural Representations
Tsinghua Science & Technology·2025· 1 citedOpen Access
Multi-Scale Data Fusion and AdaptiveLoss Kolmogorov–Arnold Network for multivariate time series forecasting
Information Fusion·2025· 1 cited
A Deep Backtracking Bare‐Bones Particle Swarm Optimisation Algorithm for High‐Dimensional Nonlinear Functions
CAAI Transactions on Intelligence Technology·2025· 1 citedOpen Access
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Frequent Co-authors

Zhiwei Ji(11), Yang Du(7), David Zhang(6), Yuchang Mo(6), Ning Jin(5), Jing Huang(5), Xiaokang Zhou(5), Hangxia Zhou(3), Huijuan Lu(3), Wen Shen(3), Yuting Dai(3), Wen Shen(3), Yongkang Zeng(3), Min Hu(3), Qian Liu(2), Qun Jin(2), Zhigang Gao(2), Chaowen Zhong(2), Timothy Mulumba(2), Afshin Afshari(2)