Simplifying Graph Convolutional Networks. - Felix Wu; Amauri H. Souza Jr.; Tianyi Zhang 007; Christopher Fifty; Tao Yu; Kilian Q. Weinberger (ICML, 2019)

Small Towers Make Big Differences. - Yuyan Wang; Zhe Zhao 001; Bo Dai 001; Christopher Fifty; Dong Lin; Lichan Hong; Ed H. Chi (CoRR, 2020)

Measuring and Harnessing Transference in Multi-Task Learning. - Christopher Fifty; Ehsan Amid; Zhe Zhao 001; Tianhe Yu; Rohan Anil; Chelsea Finn (CoRR, 2020)

Efficiently Identifying Task Groupings for Multi-Task Learning. - Chris Fifty; Ehsan Amid; Zhe Zhao 001; Tianhe Yu; Rohan Anil; Chelsea Finn (NeurIPS, 2021)

Co-training Transformer with Videos and Images Improves Action Recognition. - Bowen Zhang 002; Jiahui Yu; Christopher Fifty; Wei Han; Andrew M. Dai; Ruoming Pang; Fei Sha (CoRR, 2021)

Can Small Heads Help? Understanding and Improving Multi-Task Generalization. - Yuyan Wang; Zhe Zhao 001; Bo Dai 001; Christopher Fifty; Dong Lin; Lichan Hong; Li Wei; Ed H. Chi (WWW, 2022)

Step-size Adaptation Using Exponentiated Gradient Updates. - Ehsan Amid; Rohan Anil; Christopher Fifty; Manfred K. Warmuth (CoRR, 2022)

N-Grammer: Augmenting Transformers with latent n-grams. - Aurko Roy; Rohan Anil; Guangda Lai; Benjamin Lee; Jeffrey Zhao; Shuyuan Zhang 002; Shibo Wang; Ye Zhang; Shen Wu; Rigel Swavely; Tao Yu; Phuong Dao; et al. (CoRR, 2022)

Layerwise Bregman Representation Learning with Applications to Knowledge Distillation. - Ehsan Amid; Rohan Anil; Christopher Fifty; Manfred K. Warmuth (CoRR, 2022)

Harnessing Simulation for Molecular Embeddings. - Christopher Fifty; Joseph M. Paggi; Ehsan Amid; Jure Leskovec; Ron O. Dror (CoRR, 2023)

In-Context Learning for Few-Shot Molecular Property Prediction. - Christopher Fifty; Jure Leskovec; Sebastian Thrun (CoRR, 2023)

Layerwise Bregman Representation Learning of Neural Networks with Applications to Knowledge Distillation. - Ehsan Amid; Rohan Anil; Christopher Fifty; Manfred K. Warmuth (Trans. Mach. Learn. Res., 2023)

Context-Aware Meta-Learning. - Christopher Fifty; Dennis Duan; Ronald G. Junkins; Ehsan Amid; Jure Leskovec; Christopher Ré; Sebastian Thrun (ICLR, 2024)

Restructuring Vector Quantization with the Rotation Trick. - Christopher Fifty; Ronald G. Junkins; Dennis Duan; Aniketh Iger; Jerry W. Liu; Ehsan Amid; Sebastian Thrun; Christopher Ré (CoRR, 2024)

Restructuring Vector Quantization with the Rotation Trick. - Christopher Fifty; Ronald Guenther Junkins; Dennis Duan; Aniketh Iyengar; Jerry Weihong Liu; Ehsan Amid; Sebastian Thrun; Christopher Ré (ICLR, 2025)