百晓学者学者目录

刘静宜

讲师，东北大学

精选作品

期刊论文

2026

Temporal Transformer with Conditional Tabular GAN for Credit Card Fraud Detection: A Sequential Deep Learning Approach

Jia-Ying Chen, Yiwen Liang, Jingyi Liu, Mengjie Zhou

Mathematics

DOI

2026

KE-MLLM: A Knowledge-Enhanced Multi-Sensor Learning Framework for Explainable Fake Review Detection

Jia-Ying Chen, Jingyi Liu, Yiwen Liang, Mengjie Zhou

Applied Sciences

DOI

2026

Graph Neural Networks for Modeling Complex Dependencies in Global Supply Chain Networks

Jingyi Liu, Pan Li, Ying Wang

Journal of Computing and Electronic Information Management

DOI

2026

CryptoMamba-SSM: Linear Complexity State Space Models for Cryptocurrency Volatility Prediction

Xiuyuan Zhao, Jingyi Liu, Ying Wang, Jiyuan Wang

IEEE Open Journal of the Computer Society

DOI

2026

Less Adaptation, More Transfer: Spectral View Randomization for 3D Point Cloud Transfer Attacks

Yang Gao, Jingyi Liu, Hongjia Liu, Haoran Li, Jian Xu

Applied Sciences

DOI

2025

[Review] Discovering mathematical formulas from data via GPT-guided Monte Carlo Tree Search

Yanjie Li, Weijun Li, Lina Yu, Min Wu, Jingyi Liu, Wenqiang Li, Meilan Hao

Expert Systems With Applications，Vol. 281

DOI

2025

GAN-Enhanced Implied Volatility Surface Reconstruction for Option Pricing Error Mitigation

Yao Ge, Ying Wang, Jingyi Liu, Jiyuan Wang

IEEE Access

DOI

2025

Coordinated Physics-Informed Multi-Agent Reinforcement Learning for Risk-Aware Supply Chain Optimization

Jingyi Liu, Jiyuan Wang, Han Lin

IEEE Access

DOI

2025

Temporal Heterogeneous Graph Contrastive Learning for Fraud Detection in Credit Card Transactions

Jiyuan Wang, Jingyi Liu, Wenxia Zheng, Yao Ge

IEEE Access

DOI

研究方向

人工智能深度学习机器学习三维点云建模无人驾驶智能决策

此主页由公开资料整理，尚未经学者本人认领。