5 papers
VulLink: A Dynamic Open-Access Vulnerability Graph Database for Cybersecurity Data Mining
Luat Do, Jiao Yin, Jinli Cao +1
The rapid growth of software vulnerabilities has turned cyber threat intelligence analysis into a challenging data mining problem over heterogeneous and continuously changing sourc…
SCaLRec: Semantic Calibration for LLM-enabled Cloud-Device Sequential Recommendation
Ruiqi Zheng, Jinli Cao, Jiao Yin +1
Cloud-device collaborative recommendation partitions computation across the cloud and user devices: the cloud provides semantic user modeling, while the device leverages recent int…
A Modality-Aware Cooperative Co-Evolutionary Framework for Multimodal Graph Neural Architecture Search
Sixuan Wang, Jiao Yin, Jinli Cao +2
Co-exploitation attacks on software vulnerabilities pose severe risks to enterprises, a threat that can be mitigated by analyzing heterogeneous and multimodal vulnerability data. M…
ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning
Sixuan Wang, Jiao Yin, Jinli Cao +3
Effective and efficient graph representation learning is essential for enabling critical downstream tasks, such as node classification, link prediction, and subgraph search. Howeve…
An Advanced Convolutional Neural Network for Bearing Fault Diagnosis under Limited Data
Shengke Sun, Shuzhen Han, Ziqian Luan +5
In the area of bearing fault diagnosis, deep learning (DL) methods have been widely used recently. However, due to the high cost or privacy concerns, high-quality labeled data are…