Ren-Research

Making-AI-Less-Thirsty

[Preprint] Making AI Less ''Thirsty'': Uncovering and Addressing the Secret Water Footprint of AI

OneProxy

[SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search

LOMAR

[ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees

Environmentally-Equitable-AI

[Preprint]Towards Environmentally Equitable AI via Geographical Load Balancing

Anytime-Competitive-RL

[NeurIPS 2023] Anytime-Constrained Reinforcement Learning with Policy Prior

CoDesign

[tinyML 2022] A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators

EC-L2O

[SIGMETRICS 2022]Expert-Calibrated Learning for Online Optimization with Switching Costs

darts

Differentiable architecture search for convolutional and recurrent networks

nasbench301

Socially-Equitable-Public-Models

[ICML 2024] Building Socially-Equitable Public Models

TEGNAS

"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang

TENAS

[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

Water-Sustainability-Dataset

[e-Energy 2024] A Dataset for Research on Water Sustainability