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Carbon Footprint

2 papers across 2 sessions

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
CATransformers: Carbon Aware Transformers Through Joint Model-Hardware Optimization
#714 · Irene Wang, Mostafa Elhoushi, H Ekin Sumbul, Samuel Hsia, Daniel Jiang, Newsha Ardalani, Divya Mahajan, Carole-Jean Wu, Bilge Acun

We propose CATransformer, the first carbon-aware co-optimization framework for Transformer-based models and hardware accelerators.

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models through a Probabilistic Carbon Accounting Model
#1414 · Xiaoyang Zhang, He Fang, Yang Deng, Dan Wang