Ugur Kursuncu

Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning

2019 · arXiv (Cornell University)

Learning the underlying patterns in data goes beyond instance-based generalization to external knowledge represented in structured graphs or networks. Deep learning that primarily constitutes neural computing stream in AI has shown significant advances in probabilistically …

CySoc 2023: 4th International Workshop on Cyber Social Threats

2023

No abstract available.

Unmasking Toxicity and Vulnerabilities in Large Vision-Language Models

2026 · ACM Transactions on Intelligent Systems and Technology

The rapid advancement of Large Vision-Language Models (LVLMs) has enhanced their capabilities from content creation to productivity enhancement. Despite their innovative potential, LVLMs exhibit vulnerabilities, especially in generating potentially toxic or unsafe responses. Malicious actors …