Yang Ji

Changchun University of Science and Technology — China

Computer Science · Physical Sciences

18h-index1.6kcitations177works6.42yr avg
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Research Topics

Caching and Content Delivery(28), Peer-to-Peer Network Technologies(26), Multimedia Communication and Technology(19), Topic Modeling(16), Context-Aware Activity Recognition Systems(16)

Publications177 total

A Method of NEAR-FIELD SIMULATION and Analysis with FDTD Algorithm
2025
A Graph Neural Network-Based Safety Assessment Method for High-Rise Building Construction
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2025
Analyzing Consumer Feedback on Virtual Reality Devices: A Latent Dirichlet Allocation(LDA) Approach Using Chinese Social Media Data
Journal of the Korea Society of Computer and Information·2025
Beamforming Optimization for MIMO System Based on Graph Neural Networks
2025
Prompt-Guided Dual-Encoder Network with Wavelet-Enhanced Fusion for Accurate Segmentation of Dental Caries in Periapical X-Ray
SSRN Electronic Journal·2025Open Access
Embedding Hierarchical Tree Structure of Concepts in Knowledge Graph Embedding
Electronics·2024Open Access
Reinforcement Learning-based Scheduling for UAV-assisted Ad-hoc Computing-aware Network
2024
Learning motif-based graphs for drug–drug interaction prediction via local–global self-attention
Nature Machine Intelligence·2024· 43 cited
Decoupled Federated Learning on Long-Tailed and Non-IID data with Feature Statistics
2024· 4 cited
An Iterative Resampling Deep Decoupling Domain Adaptation method for class-imbalance bearing fault diagnosis under variant working conditions
Expert Systems with Applications·2024· 20 cited
Achieving optimal trade-off for student dropout prediction with multi-objective reinforcement learning
PeerJ Computer Science·2024· 10 citedOpen Access
Centroida: Cross-Domain Class Discrepancy Minimization Based on Accumulative Class-Centroids for Imbalanced Domain Adaptation
SSRN Electronic Journal·2024Open Access
Two-Stage Adaptive Gradient Quantization in Federated Learning
2023· 1 cited
Decoupled Multi-Class Adaptive Calibration Model for Long-Tailed Recognition
2023
Graph-based Dynamic Interactive Knowledge Tracing
2023· 1 cited
Geometry-based anisotropy representation learning of concepts for knowledge graph embedding
Applied Intelligence·2023· 5 cited
Emerging Machine Learning Techniques in Predicting Adverse Drug Reactions
Computational methods in engineering & the sciences·2023· 2 cited
An Iterative Resampling Deep Decoupling Domain Adaptation Method for Class-Imbalance Bearing Fault Diagnosis Under Variant Working Conditions
SSRN Electronic Journal·2023Open Access
Deep Knowledge Tracing Integrating Multiple Learning Behaviors
2022
A PageRank-based Collaborative Design Team Member Influence Study
2022
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Frequent Co-authors

Chunhong Zhang(21), Zhenyu Wu(16), Xinning Zhu(7), Zheng Hu(7), Ping Zhang(6), Zhiyong Feng(4), Wenfang Lin(3), Juchuan Guo(3), Michael Pecht(3), Moyu Zhang(3), Feng Pan(3), Yuan Xu(3), Yunong Yang(3), Tingan Tang(3), Matti Hämäläinen(3), Guo Yang(2), Shuyang Yu(2), Han Xiao(2), Markus Mück(2), Lichun Li(2)