Chunpeng Wu

North China Electric Power University — China

Computer Science · Physical Sciences

17h-index2.5kcitations86works1.22yr avg
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Research Topics

Advanced Neural Network Applications(22), Domain Adaptation and Few-Shot Learning(15), Multimodal Machine Learning Applications(9), Advanced Image and Video Retrieval Techniques(8), Anomaly Detection Techniques and Applications(7)

Publications86 total

LLMEPBench: A Benchmark for LLMs on Various Electric Power System Application Tasks
Lecture notes in electrical engineering·2026
LGMM-Net: A Local–Global Encoder and Mask Mamba Decoder Network for Remote Sensing Change Detection
IEEE Transactions on Geoscience and Remote Sensing·2026
Research on cloud-edge-end distributed collaborative computing based on deep reinforcement learning
Scientific Reports·2025Open Access
Unsupervised Anomaly Detection for Heterogeneous Multivariate Time Series Based on LLM
2025
Research on the Security of SRAM base FPGAs in the Era of Artificial Intelligence
2025
Collaborative Optimization of Cloud–Edge–Terminal Distribution Networks Combined with Intelligent Integration Under the New Energy Situation
Mathematics·2025· 1 citedOpen Access
Effective methods and framework for energy-based local learning of deep neural networks
Frontiers in Artificial Intelligence·2025Open Access
Optimization Strategy for Resource Allocation in Deep Learning Driven Computing Systems
2025
The distributed co-evolution model of cloud-edge-device distribution network structure combined with artificial intelligence under the new energy situation
2025Open Access
Fine-grained Relationship Alignment Network for Video-Text Retrieval
2025
Multimodal Cloud-Edge Collaborative Optimization with Bidirectional Knowledge Flow
2025
Theoretical Foundations and Research Directions of Storage-Calculation Fusion
Lecture notes in electrical engineering·2025
A Neuro-Symbolic Reasoning Framework for Wildfire Detection in Electric Grid
Lecture notes in electrical engineering·2025
Exploring Fine-Grained Relation Alignment for Multimedia Information Retrieval
Lecture notes in computer science·2025
xLSTM Interaction Multilevel SSM-Assisted Decoding Network for Remote Sensing Image Change Detection
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 1 citedOpen Access
Abnormal Detection Method of Transformer Oil Temperature Data Based on PEDformer
Lecture notes in electrical engineering·2025
Acceleration of Sparse Matrix Solution Based on GLU
2024
Object Detection Algorithm for Power Transmission Lines
2024
A Lightweight Object Detection Algorithm for UAV Power Inspection
2024
Research Progress on Computing Resource Scheduling in Computing Power Network
2024· 1 cited
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Frequent Co-authors

Yiran Chen(19), Hai Li(19), Wei Wen(9), Yandan Wang(7), Lijuan Duan(7), Jun Miao(7), Hsin-Pai Cheng(6), Chaoran Li(5), Xingda An(5), Le He(5), Zhen Yang(5), Jiahui Shen(4), Kai Feng(4), Chang Song(4), Wei Wen(3), Cong Xu(3), Wei Fan(3), Jun Sun(3), Satoshi Naoi(3), Sicheng Li(3)