Pinned Repositories
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
Environmentally-Equitable-AI
[Preprint]Towards Environmentally Equitable AI via Geographical Load Balancing
LOMAR
[ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
Making-AI-Less-Thirsty
[Preprint] Making AI Less ''Thirsty'': Uncovering and Addressing the Secret Water Footprint of AI
nasbench301
OneProxy
[SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
Socially-Equitable-Public-Models
[ICML 2024] Building Socially-Equitable Public Models
Water-Sustainability-Dataset
[e-Energy 2024] A Dataset for Research on Water Sustainability
Ren-Research's Repositories
Ren-Research/Making-AI-Less-Thirsty
[Preprint] Making AI Less ''Thirsty'': Uncovering and Addressing the Secret Water Footprint of AI
Ren-Research/OneProxy
[SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
Ren-Research/LOMAR
[ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
Ren-Research/Environmentally-Equitable-AI
[Preprint]Towards Environmentally Equitable AI via Geographical Load Balancing
Ren-Research/EC-L2O
[SIGMETRICS 2022]Expert-Calibrated Learning for Online Optimization with Switching Costs
Ren-Research/Anytime-Competitive-RL
[NeurIPS 2023] Anytime-Constrained Reinforcement Learning with Policy Prior
Ren-Research/CoDesign
[tinyML 2022] A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators
Ren-Research/darts
Differentiable architecture search for convolutional and recurrent networks
Ren-Research/nasbench301
Ren-Research/Socially-Equitable-Public-Models
[ICML 2024] Building Socially-Equitable Public Models
Ren-Research/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
Ren-Research/TENAS
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
Ren-Research/Water-Sustainability-Dataset
[e-Energy 2024] A Dataset for Research on Water Sustainability