ICML 2025 Workshop CO-BUILD Submissions

GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations
Milad Ramezankhani, Janak M. Patel, Anirudh Deodhar, Dagnachew Birru
- Published: 01 Jul 2025, Last Modified: 09 Jul 2025
- CO-BUILD Poster
- Readers: Everyone
PIAD-SRNN: Physics-Informed Adaptive Decomposition in State-Space RNN
Ahmad Mohammadshirazi, Pinaki Prasad Guha Neogi, Rajiv Ramnath
- Published: 01 Jul 2025, Last Modified: 28 Jul 2025
- CO-BUILD Poster
- Readers: Everyone
Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning
Rui LIANG, Yang Deng, xiedonghua, Dan Wang
- Published: 01 Jul 2025, Last Modified: 11 Jul 2025
- CO-BUILD Poster
- Readers: Everyone
ML-Driven Sensitivity Analysis for Lean HVAC: New Insights from Large-Scale Comfort Data
Hongshan Guo, Yu Chang, Difeng HU
- Published: 01 Jul 2025, Last Modified: 10 Jul 2025
- CO-BUILD Poster
- Readers: Everyone
Scalable Occupant-Centric HVAC Control in Accommodations Using Individual Preference and Global Thermal Comfort Database
Eikichi Ono, Wataru Umishio, Kuniaki Mihara, Taizo Shimo, Yutaka Shoji, KENJI OGAWA
- Published: 01 Jul 2025, Last Modified: 23 Jul 2025
- CO-BUILD Poster
- Readers: Everyone
Operator Learning for Indoor Air Dynamics: Modeling and Applications
Yuexin Bian, Yuanyuan Shi
- Published: 01 Jul 2025, Last Modified: 11 Jul 2025
- CO-BUILD Poster
- Readers: Everyone
Interpretable LLM Control for Sustainable Liquid Cooling in HPC Data Centers
Sahand Ghorbanpour, Ashwin Ramesh Babu, Avisek Naug, Antonio Guillen-Perez, Ricardo Luna Gutierrez, Vineet Gundecha, Soumyendu Sarkar
- Published: 01 Jul 2025, Last Modified: 28 Jul 2025
- CO-BUILD Oral
- Readers: Everyone