Li, Liam

6 publications

ICML 2023 Cross-Modal Fine-Tuning: Align Then Refine Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar

AISTATS 2021 On Data Efficiency of Meta-Learning Maruan Al-Shedivat, Liam Li, Eric Xing, Ameet Talwalkar

NeurIPS 2021 Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing Mikhail Khodak, Renbo Tu, Tian Li, Liam Li, Maria-Florina F Balcan, Virginia Smith, Ameet Talwalkar

ICLR 2021 Geometry-Aware Gradient Algorithms for Neural Architecture Search Liam Li, Mikhail Khodak, Nina Balcan, Ameet Talwalkar

NeurIPS 2021 Rethinking Neural Operations for Diverse Tasks Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar

UAI 2019 Random Search and Reproducibility for Neural Architecture Search Liam Li, Ameet Talwalkar