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Wenxiao Zhao

2 accepted papers

2025

Explore the Reasoning Capability of LLMs in the Chess Testbed

NAACL 2025short

Reasoning is a central capability of human intelligence. In recent years, with the advent of large-scale datasets, pretrained large language models have emerged with new capabilities, including reasoning. However, these models still struggle with long-term, complex reasoning tasks, such as playing c…

Cited by 1SourcePDFScholar
2023

Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS

ICCV 2023poster

Neural Architecture Search (NAS) aims to automatically find optimal neural network architectures in an efficient way. Zero-Shot NAS is a promising technique that leverages proxies to predict the accuracy of candidate architectures without any training. However, we have observed that most existing pr…

Cited by 6PDFcodeScholar