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Zhihao Chang

2 accepted papers

2024

Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification

AAAI 2024technical

Deep learning methods have achieved outstanding performance in various signal tasks. However, due to degraded signals in real electromagnetic environment, it is crucial to seek methods that can improve the representation of signal features. In this paper, a Singular Value decomposition-based Attenti…

Cited by 2SourcePDFScholar
2024

Neural Embeddings for kNN Search in Biological Sequence

AAAI 2024technical

Biological sequence nearest neighbor search plays a fundamental role in bioinformatics. To alleviate the pain of quadratic complexity for conventional distance computation, neural distance embeddings, which project sequences into geometric space, have been recognized as a promising paradigm. To main…