Optimization by Pairwise Linkage Detection, Incremental Linkage Set, and Restricted / Back Mixing: DSMGA-II. - Shih-Huan Hsu 001; Tian-Li Yu 001 (GECCO, 2015)

FATAUVA-Net: An Integrated Deep Learning Framework for Facial Attribute Recognition, Action Unit Detection, and Valence-Arousal Estimation. - Wei-Yi Chang; Shih-Huan Hsu 001; Jen-Hsien Chien (CVPR Workshops, 2017)

Context-aware Cascade Attention-based RNN for Video Emotion Recognition. - Man-Chin Sun; Shih-Huan Hsu 001; Min-Chun Yang; Jen-Hsien Chien (CoRR, 2018)

V2N Service Scaling with Deep Reinforcement Learning. - Cyril Shih-Huan Hsu; Jorge Martín-Pérez; Chrysa Papagianni; Paola Grosso (NOMS, 2023)

A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning. - Cyril Shih-Huan Hsu; Jorge Martín-Pérez; Danny De Vleeschauwer; Koteswararao Kondepu; Luca Valcarenghi; Xi Li 002; Chrysa Papagianni (CoRR, 2023)

SLA Decomposition for Network Slicing: A Deep Neural Network Approach. - Cyril Shih-Huan Hsu; Danny De Vleeschauwer; Chrysa Papagianni (IEEE Netw. Lett., 2023)

Online SLA Decomposition: Enabling Real-Time Adaptation to Evolving Systems. - Cyril Shih-Huan Hsu; Danny De Vleeschauwer; Chrysa Papagianni (CoRR, 2024)

Online SLA Decomposition: Enabling Real-Time Adaptation to Evolving Network Systems. - Cyril Shih-Huan Hsu; Chrysa Papagianni; Paola Grosso; Danny De Vleeschauwer (EuCNC/6G Summit, 2025)

RAILS: Risk-Aware Iterated Local Search for Joint SLA Decomposition and Service Provider Management in Multi-Domain Networks. - Cyril Shih-Huan Hsu; Chrysa Papagianni; Paola Grosso (HPSR, 2025)

Transformer-Empowered Actor-Critic Reinforcement Learning for Sequence-Aware Service Function Chain Partitioning. - Cyril Shih-Huan Hsu; Anestis Dalgkitsis; Chrysa Papagianni; Paola Grosso (CoRR, 2025)

A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning. - Cyril Shih-Huan Hsu; Jorge Martín-Pérez; Danny De Vleeschauwer; Luca Valcarenghi; Xi Li 002; Chrysa Papagianni (IEEE Trans. Netw. Serv. Manag., 2025)