🏢 Qing Yuan Research Institute, SEIEE, Shanghai Jiao Tong University

Diff-eRank: A novel rank-based metric assessing LLMs’ efficiency in eliminating redundant information during training, showing improved correlation with model size and performance.

Amortized Fourier Neural Operators (AM-FNOs) dramatically improve efficiency in solving PDEs by using neural networks for kernel parameterization, achieving up to 31% better accuracy compared to exist…