Lixin Cui

Hebei University of Economics and Business — China

Computer Science · Physical Sciences

17h-index1.0kcitations121works4.22yr avg
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Research Topics

Advanced Graph Neural Networks(50), Graph Theory and Algorithms(21), Topic Modeling(13), Quantum Computing Algorithms and Architecture(12), Complex Network Analysis Techniques(11)

Publications121 total

LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation
arXiv (Cornell University)·2025Open Access
Pricing and coordination of product service supply chain under an industrial internet platform environment
Modern Supply Chain Research and Applications·2025Open Access
GraphProbe: Knowledge Probing for Graph Representation Learning
Pattern Recognition·2025
DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification
2025
An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection
2025
AKBR: Learning Adaptive Kernel-based Representations for Graph Classification
2025
Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint
2025
HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification
2025
FairWork: A Generic Framework For Evaluating Fairness In LLM-Based Job Recommender System
2025Open Access
MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework
arXiv (Cornell University)·2025Open Access
AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks: (Extended Abstract)
2025
HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification (Extended Abstract)
2025
Dual-Modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System
IEEE Transactions on Intelligent Transportation Systems·2025· 3 cited
The Risk Spillover Effect of China's Financial Market and Real Economy——Based on Network Correlation Analysis
Risk and Financial Management·2025Open Access
DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
RETRACTED: How has climate change been affected by electricity digitalization, supply chain digitalization, and green technologies? Building a path to environmentally sustainable development in E7 nations
Energy Economics·2025· 5 cited
AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks
IEEE Transactions on Knowledge and Data Engineering·2025· 6 cited
MidPO: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework
2025Open Access
Hidden Market Patterns: A Spatio-Temporal Graph Auto-Encoder for Stock Price Forecasting and Portfolio Optimization Strategy
Lecture notes in computer science·2025
Graphprobe: Knowledge Probing for Graph Representation Learning
SSRN Electronic Journal·2025Open Access
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Frequent Co-authors

Lu Bai(33), Edwin R. Hancock(29), Luca Rossi(12), Philip S. Yu(9), Yuhang Jiao(8), Ming Li(7), Yue Wang(7), Yue Wang(7), Zhihong Zhang(6), Lixiang Xu(5), Xiao Bai(5), Yao Wan(3), Chenwei Zhang(3), Zhao Li(2), Jing Li(2), Jian Cheng(2), Yuanyan Tang(2), Yifei Feng(2), Lu Bai(2), Lin Zhang(1)