Late Breaking Results: Scalable and Efficient Hyperdimensional Computing for Network Intrusion Detection. - Junyao Wang 001; Hanning Chen; Mariam Issa; Sitao Huang; Mohsen Imani (DAC, 2023)

DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification. - Junyao Wang 001; Sitao Huang; Mohsen Imani (DAC, 2023)

DOMINO: Domain-Invariant Hyperdimensional Classification for Multi-Sensor Time Series Data. - Junyao Wang 001; Luke Chen; Mohammad Abdullah Al Faruque (ICCAD, 2023)

RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding. - Arnav Vaibhav Malawade; Shih-Yuan Yu; Junyao Wang 001; Mohammad Abdullah Al Faruque (CoRR, 2023)

Robust and Scalable Hyperdimensional Computing With Brain-Like Neural Adaptations. - Junyao Wang 001; Mohammad Abdullah Al Faruque (CoRR, 2023)

SMORE: Similarity-Based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification. - Junyao Wang 001; Mohammad Abdullah Al Faruque (DAC, 2024)

RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding. - Junyao Wang 001; Arnav Vaibhav Malawade; Junhong Zhou; Shih-Yuan Yu; Mohammad Abdullah Al Faruque (WACV, 2024)

HyperDetect: A Real-Time Hyperdimensional Solution for Intrusion Detection in IoT Networks. - Junyao Wang 001; Haocheng Xu; Yonatan Gizachew Achamyeleh; Sitao Huang; Mohammad Abdullah Al Faruque (IEEE Internet Things J., 2024)

Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception. - Luke Chen; Junyao Wang 001; Trier Mortlock; Pramod P. Khargonekar; Mohammad Abdullah Al Faruque (CVPR, 2025)

Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition. - Junyao Wang 001; Mohammad Abdullah Al Faruque (ICASSP, 2025)

CyberRL: Brain-Inspired Reinforcement Learning for Efficient Network Intrusion Detection. - Mariam Issa; Hanning Chen; Junyao Wang 001; Mohsen Imani (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)