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shaoleiren committed Aug 9, 2024
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Expand Up @@ -23,7 +23,7 @@ I am an Associate Professor of [Electrical and Computer Engineering](https://www
for building a **resilient, sustainable and equitable** future. Towards this goal, I study both algorithmic foundations and empirical methodologies, including:


- **Sustainable AI:** Developing principled methodoogies to measure and minimize AI's lifecyle environmental footprint (**[Communications of the ACM](https://arxiv.org/abs/2304.03271), [e-Energy'24a](https://arxiv.org/abs/2405.17469), [e-Energy'24b](https://arxiv.org/abs/2311.03615), [ASPLOS'24](https://dl.acm.org/doi/abs/10.1145/3620665.3640374), [SIGMETRICS'22a](https://arxiv.org/abs/2111.01203)**)
- **Sustainable AI:** Developing principled methodoogies to measure and minimize AI's resource usage and lifecyle environmental footprint (**[Communications of the ACM](https://arxiv.org/abs/2304.03271), [e-Energy'24a](https://arxiv.org/abs/2405.17469), [e-Energy'24b](https://arxiv.org/abs/2311.03615), [ASPLOS'24](https://dl.acm.org/doi/abs/10.1145/3620665.3640374), [SIGMETRICS'22a](https://arxiv.org/abs/2111.01203)**)

- **Safe decision-making:** Robustifying machine learning predictions for decision-making in highly dyanmic, uncertain, and/or adversarial environments such as renewable-powered computing systems (**[SIGEMETRICS'24](https://arxiv.org/abs/2401.04340), [NeurIPS'23a](https://arxiv.org/abs/2311.01568), [NeurIPS'23b](https://arxiv.org/abs/2310.20098), [ICML'23](https://arxiv.org/abs/2306.00172), [SIGMETRICS'22b](https://arxiv.org/abs/2204.08572)**)

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