Event-Native Symbolic-Temporal Spike Encoding Framework for Heterogeneous Cyber Streams
Conference paper · Accepted · 38th IEEE International Conference on Tools with Artificial Intelligence (ICTAI)
Research identity
James leads AISx and holds a joint appointment with LSU's Center for Computation and Technology. His work connects adaptive machine intelligence with sensing, cybersecurity, and nuclear nonproliferation.
Neuromorphic computingDeep learningSecurityIntelligent sensing
Selected publications
All publications →Scalpel3: A High-Performance Data Carving Architecture for Recovery of Fragmented Files
Journal article · Accepted · Forensic Science International: Digital Investigation
Co-Evolved Spiking Neural Network Ensembles via Marginal Contribution Fitness
Conference paper · International Conference on Neuromorphic Systems (ICONS ’26)
Quantifying the Accuracy and Cost Impact of Design Decisions in Budget-Constrained Agentic LLM Search
Conference paper · The Fifteenth Language Resources and Evaluation Conference (LREC 2026), pp. 10291–10300
RADAI: A Large-Scale Realistic Dataset for Radiation Detection Algorithm Development
Journal article · IEEE Transactions on Nuclear Science
REx86: A Local Large Language Model for Assisting in x86 Assembly Reverse Engineering
Conference paper · IEEE Annual Computer Security Applications Conference (ACSAC), pp. 108–122
Exploring Spiking Neural Networks for Binary Classification in Multivariate Time Series at the Edge
Conference paper · International Joint Conference on Neural Networks (IJCNN), pp. 1–10
ForensicLLM: A Local Large Language Model for Digital Forensics
Conference paper · DFRWS EU · DFRWS EU 2025; proceedings published in Forensic Science International: Digital Investigation, 52, 301872
TNM Tumor Classification from Unstructured Breast Cancer Pathology Reports using LoRA Finetuning of Mistral 7B
Workshop paper · AAAI 2024 Spring Symposium on Clinical Foundation Models
Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware
Workshop paper · Workshop on AI for Cyber Threat Intelligence (WAITI), colocated with ACSAC 2024