OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Sebastian C. Ibañez
Co-Principal Investigator, Center for AI Research, Department of Education
Adjunct Professor, Asian Institute of Management
Joined
June 2025
Names
Sebastian C. Ibañez
(Preferred)
,
Sebastian Ibañez
,
Sebastian C Ibanez
,
Sebastian C Ibañez
Emails
****@aim.edu
(Confirmed)
,
****@deped.gov.ph
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Co-Principal Investigator
Center for AI Research,
Department of Education
(deped.gov.ph)
2024
–
Present
Adjunct Professor
Asian Institute of Management
(aim.edu)
2020
–
Present
Advisors, Relations & Conflicts
Coauthor
Erika Fille Legara
2020
–
Present
PhD Advisor
Christopher Monterola
2020
–
2023
Expertise
time series analysis
Present
forecasting
Present
machine learning
Present
deep learning
Present
Publications
Student Flow Modeling for School Decongestion via Stochastic Gravity Estimation and Constrained Spatial Allocation
Paula Joy B. Martinez
,
Sebastian Felipe R Bundoc
,
Sebastian C. Ibañez
,
Erika Fille Legara
OpenReview Archive Direct Upload
Readers:
Everyone
An Interpretability-Guided Framework for Responsible Synthetic Data Generation in Emotional Text
Paula Joy B. Martinez
,
Jose Marie Antonio Miñoza
,
Sebastian C. Ibañez
The 40th Annual AAAI Conference on Artificial Intelligence
Readers:
Everyone
ML-EcoLyzer: Quantifying the Environmental Cost of Machine Learning Inference Across Frameworks and Hardware
Jose Marie Antonio Minoza
,
Rex Gregor Laylo
,
Christian F. Villarin
,
Sebastian C. Ibanez
CoRR 2025
Readers:
Everyone
An Interpretability-Guided Framework for Responsible Synthetic Data Generation in Emotional Text
Paula Joy B. Martinez
,
Jose Marie Antonio Minoza
,
Sebastian C. Ibanez
CoRR 2025
Readers:
Everyone
ML-EcoLyzer: Quantifying the Environmental Cost of Machine Learning Inference Across Frameworks and Hardware
Jose Marie Antonio Miñoza
,
Rex Gregor Laylo
,
Christian F Villarin
,
Sebastian C. Ibañez
AAAI 2026 AI4ES Oral
Readers:
Everyone
Explaining to Learn: Regularization Using Contrastive Visual Explanation Pairs For Distribution Shifts
Paulo Mario P. Medina
,
Jose Marie Antonio Miñoza
,
Sebastian C. Ibañez
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
A Global Forecasting Approach to Large-Scale Crop Production Prediction with Time Series Transformers
Sebastian C. Ibañez
,
Christopher P. Monterola
Agriculture
Readers:
Everyone
Forecasting Reservoir Water Levels Using Deep Neural Networks: A Case Study of Angat Dam in the Philippines
Sebastian C. Ibañez
,
Carlo Vincienzo G. Dajac
,
Marissa P. Liponhay
,
Erika Fille T. Legara
,
Jon Michael H. Esteban
,
Christopher P. Monterola
Water
Readers:
Everyone
Co-Authors
Carlo Vincienzo G. Dajac
Christian F Villarin
Christian F. Villarin
Christopher P. Monterola
Erika Fille Legara
Erika Fille T. Legara
Jon Michael H. Esteban
Jose Marie Antonio Minoza
Jose Marie Antonio Miñoza
Marissa P. Liponhay
Paula Joy B. Martinez
Paulo Mario P. Medina
Rex Gregor Laylo
Sebastian Felipe R Bundoc