Search Results for author: Ruixuan Zhang

Found 3 papers, 0 papers with code

Learning When to See for Long-term Traffic Data Collection on Power-constrained Devices

no code implementations25 Jan 2024 Ruixuan Zhang, Wenyu Han, Zilin Bian, Kaan Ozbay, Chen Feng

We introduce a novel learning-based framework that strategically decides observation timings for battery-powered devices and reconstructs the full data stream from sparsely sampled observations, resulting in minimal performance loss and a significantly prolonged system lifetime.

BERT-AL: BERT for Arbitrarily Long Document Understanding

no code implementations ICLR 2020 Ruixuan Zhang, Zhuoyu Wei, Yu Shi, Yining Chen

When we apply BERT to long text tasks, e. g., document-level text summarization: 1) Truncating inputs by the maximum sequence length will decrease performance, since the model cannot capture long dependency and global information ranging the whole document.

document understanding Text Summarization

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