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cs.DB2022★ 2 cited
NFL: Robust Learned Index via Distribution Transformation
Shangyu Wu, Yufei Cui, Jinghuan Yu +3
Recent works on learned index open a new direction for the indexing field. The key insight of the learned index is to approximate the mapping between keys and positions with piece-…
cs.LG2022
A Fast Transformer-based General-Purpose Lossless Compressor
Yu Mao, Yufei Cui, Tei-Wei Kuo +1
Deep-learning-based compressor has received interests recently due to much improved compression ratio. However, modern approaches suffer from long execution time. To ease this prob…