A Deep Learning Approach for Efficient Palm Reading. - Suvajit Acharjee; Sirapop Nuannimnoi; Ching-Yao Huang (TAAI, 2020)

Automated Pricing-based Provisioning of SDN/NFV Services in Distributed Multi-access Edge Computing using Cooperative Multi-Agent Deep Reinforcement Learning. - Jean Jimmy Julien; Sirapop Nuannimnoi; Ching-Yao Huang (DSA, 2023)

HyperFed: Free-riding Resistant Federated Learning with Performance-based Reputation Mechanism and Adaptive Aggregation using Hypernetworks. - Sirapop Nuannimnoi; Florian Delizy; Ching-Yao Huang (DSA, 2023)

ClusteredSHAP: Faster GradientExplainer based on K-means Clustering and Selections of Gradients in Explaining 12-Lead ECG Classification Model. - Bo-Yu Mo; Sirapop Nuannimnoi; Angger Baskoro; Azam Khan; Jasmine Ariesta Dwi Pratiwi; Ching-Yao Huang (IAIT, 2023)

Design and Development of Energy-efficient Edge AI Models for 12-lead ECG Diagnosis System in Rural Areas. - Yu-Chi Lin; Azmatullah Khan; Sirapop Nuannimnoi; Milzam Wafi Azhar; Gnangze Elie Gildas Traore; Zheng-Ru Wen; Ching-Yao Huang (AICCC, 2024)

Edge-AI: IoT Request Service Provisioning in Federated Edge Computing Using Actor-Critic Reinforcement Learning. - Hojjat Baghban; Amir Rezapour; Ching-Hsien Hsu; Sirapop Nuannimnoi; Ching-Yao Huang (IEEE Trans. Engineering Management, 2024)