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cs.LG2024★ 1 cited
Model Comparisons: XNet Outperforms KAN
Xin Li, Zhihong Jeff Xia, Xiaotao Zheng
In the fields of computational mathematics and artificial intelligence, the need for precise data modeling is crucial, especially for predictive machine learning tasks. This paper…
astro-ph.EP2024
Resonant amplitude distribution of the Hilda asteroids and the free-floating planet flyby scenario
Jian Li, Zhihong Jeff Xia, Hanlun Lei +3
In some recent work, we provided a quantitative explanation for the number asymmetry of Jupiter Trojans by hypothesizing a free-floating planet (FFP) flyby into the Solar System. I…
cs.LG2024
Cauchy activation function and XNet
Xin Li, Zhihong Xia, Hongkun Zhang
We have developed a novel activation function, named the Cauchy Activation Function. This function is derived from the Cauchy Integral Theorem in complex analysis and is specifical…