Mufan Bill Li

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Feed Forward Artificial Neural Networks

Stationary Distribution

Nonlinear Differential Equations

Conditional Expectation

Top Venues

Trans. Mach. Learn. Res.

Publications

Mufan Bill Li, Mihai Nica
Differential Equation Scaling Limits of Shaped and Unshaped Neural Networks. Trans. Mach. Learn. Res. 2024 (2024)
Yunbum Kook, Matthew Shunshi Zhang, Sinho Chewi, Murat A. Erdogdu, Mufan Bill Li
Sampling from the Mean-Field Stationary Distribution. CoRR (2024)
Blake Bordelon, Lorenzo Noci, Mufan Bill Li, Boris Hanin, Cengiz Pehlevan
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit. ICLR (2024)
Blake Bordelon, Lorenzo Noci, Mufan Bill Li, Boris Hanin, Cengiz Pehlevan
Depthwise Hyperparameter Transfer in Residual Networks: Dynamics and Scaling Limit. CoRR (2023)
Mufan Bill Li, Mihai Nica
Differential Equation Scaling Limits of Shaped and Unshaped Neural Networks. CoRR (2023)
Lorenzo Noci, Chuning Li, Mufan Bill Li, Bobby He, Thomas Hofmann, Chris J. Maddison, Dan Roy
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit. NeurIPS (2023)
Lorenzo Noci, Chuning Li, Mufan Bill Li, Bobby He, Thomas Hofmann, Chris Maddison, Daniel M. Roy
The Shaped Transformer: Attention Models in the Infinite Depth-and-Width Limit. CoRR (2023)
Mufan Bill Li, Maxime Gazeau
Higher Order Generalization Error for First Order Discretization of Langevin Diffusion. CoRR (2021)
Mufan Bill Li, Mihai Nica, Daniel M. Roy
The Future is Log-Gaussian: ResNets and Their Infinite-Depth-and-Width Limit at Initialization. CoRR (2021)
Mufan Bill Li, Murat A. Erdogdu
Riemannian Langevin Algorithm for Solving Semidefinite Programs. CoRR (2020)