Search Results for author: Xiaozhuang Song

Found 2 papers, 1 papers with code

PTaRL: Prototype-based Tabular Representation Learning via Space Calibration

1 code implementation International Conference on Learning Representations 2024 Hangting Ye, Wei Fan, Xiaozhuang Song, Shun Zheng, He Zhao, Dan dan Guo, Yi Chang

With the recent success of deep learning, many tabular machine learning (ML) methods based on deep networks (e. g., Transformer, ResNet) have achieved competitive performance on tabular benchmarks.

Representation Learning

Traffic Prediction with Transfer Learning: A Mutual Information-based Approach

no code implementations13 Mar 2023 Yunjie Huang, Xiaozhuang Song, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu

In modern traffic management, one of the most essential yet challenging tasks is accurately and timely predicting traffic.

Graph Reconstruction Management +2

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