| 2024 | ICCE | Exploring Student Emotion via Facial Expressions Using Transfer Learning. | Tita Herradura, Macario O. Cordel II, Merlin Teodosia C. Suarez |
| 2023 | PACLIC | A Methodology for Exploring Experiences of Individuals with Tourette Syndrome in Oral and Silent Reading Assessments. | Aileen Bautista, Macario O. Cordel II, Cely Magpantay, Catherine Manuela L. Ramos |
| 2023 | PSIVT | HAHANet: Towards Accurate Image Classifiers with Less Parameters. | Arren Matthew C. Antioquia, Macario O. Cordel II |
| 2021 | ICTAI | Concealed Objects in a Scene: A Closer Look at the Localization Block of Object Detection Models. | Jinky G. Marcelo, Gian Marco I. Te, Macario O. Cordel II, Joel P. Ilao |
| 2019 | CVPR | Emotion-Aware Human Attention Prediction. | Macario O. Cordel II, Shaojing Fan, Zhiqi Shen, Mohan S. Kankanhalli |
| 2019 | PAKDD | Characterizing the SOM Feature Detectors Under Various Input Conditions. | Macario O. Cordel II, Arnulfo P. Azcarraga |
| 2016 | ICONIP | Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. | Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga |
| 2015 | ANT | Fast Emulation of Self-organizing Maps for Large Datasets. | Macario O. Cordel II, Arnulfo P. Azcarraga |