Efficient Exploration in Edge-Friendly Hyperdimensional Reinforcement Learning. - Yang Ni 001; William Youngwoo Chung; Samuel Cho; Zhuowen Zou; Mohsen Imani (ACM Great Lakes Symposium on VLSI, 2024)

HEAL: Brain-inspired Hyperdimensional Efficient Active Learning. - Yang Ni 001; Zhuowen Zou; Wenjun Huang 001; Hanning Chen; William Youngwoo Chung; Samuel Cho; Ranganath Krishnan; Pietro Mercati; Mohsen Imani (CoRR, 2024)

Continuous GNN-Based Anomaly Detection on Edge Using Efficient Adaptive Knowledge Graph Learning. - Sanggeon Yun; Ryozo Masukawa; William Youngwoo Chung; Minhyoung Na; Nathaniel D. Bastian; Mohsen Imani (DATE, 2025)

Robust Reasoning and Learning with Brain-Inspired Representations under Hardware-Induced Nonlinearities. - William Youngwoo Chung; Hamza Errahmouni Barkam; Tamoghno Das; Mohsen Imani (ACM Great Lakes Symposium on VLSI, 2025)