The * indicates authors contributed equally to the research
2026¶
SCoOP: Semantic Consistent Opinion Pooling for Uncertainty Quantification in Multiple Vision Language Model Systems
Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian
ICLR 2026 Workshop [paper] [code]
2025¶
Neurosymbolic AI for Network Intrusion Detection Systems: A Survey
Alice Bizzarri, Chung-En Johnny Yu, Brian Jalaian, Fabrizio Riguzzi, Nathaniel D. Bastian
Journal of Information Security and Applications 2025 [paper]Agentic Reasoning for Robust Vision Systems via Increased Test-Time Compute
Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian
arXiv 2025 [paper]ORCA: Agentic Reasoning For Hallucination and Adversarial Robustness in Vision-Language Models
Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian
arXiv 2025 [paper]Hydra: An Agentic Reasoning Approach for Enhancing Adversarial Robustness and Mitigating Hallucinations in Vision-Language Models
Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian
arXiv 2025 [paper]
2024¶
Neuro-Symbolic Integration for Open Set Recognition in Network Intrusion
Alice Bizzarri, Chung-En Johnny Yu, Brian Jalaian, Fabrizio Riguzzi
AIxIA 2024 [paper]Neuro-symbolic integration for open set recognition in network intrusion detection
Alice Bizzarri, Chung-En Johnny Yu, Brian Jalaian, Fabrizio Riguzzi, Nathaniel D. Bastian
International Conference of the Italian Association for Artificial Intelligence (2024) [paper]Mitigating Large Vision-Language Model Hallucination at Post-hoc via Multi-agent System
Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian
AAAI Fall Symposium 2024 [paper]Uncertainty-quantified neurosymbolic ai for open set recognition in network intrusion detection
Jacob Sander, Chung-En Johnny Yu, Brian Jalaian, Nathaniel D. Bastian
MILCOM 2024 [paper]A Synergistic Approach in Network Intrusion Detection by Neurosymbolic AI
Alice Bizzarri *, Chung-En Johnny Yu *, Brian Jalaian, Fabrizio Riguzzi, Nathaniel D. Bastian
arXiv 2024 [paper]