2 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.AI2024★ 2 cited
Artificial Intelligence in Landscape Architecture: A Survey
Yue Xing, Wensheng Gan, Qidi Chen
The development history of landscape architecture (LA) reflects the human pursuit of environmental beautification and ecological balance. With the advancement of artificial intelli…
cs.LG2024★ 2 cited
Superiority of Multi-Head Attention in In-Context Linear Regression
Yingqian Cui, Jie Ren, Pengfei He +2
We present a theoretical analysis of the performance of transformer with softmax attention in in-context learning with linear regression tasks. While the existing literature predom…
cs.LG2024
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective
Yue Xing, Xiaofeng Lin, Qifan Song +3
Pre-training is known to generate universal representations for downstream tasks in large-scale deep learning such as large language models. Existing literature, e.g., \cite{kim202…