Search Results for author: Yongjian You

Found 4 papers, 2 papers with code

Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction

1 code implementation16 Jun 2020 Haoxing Lin, Rufan Bai, Weijia Jia, Xinyu Yang, Yongjian You

To filter out irrelevant noises and alleviate the error propagation, DSAN dynamically extracts valuable information by applying self-attention over the noisy input and bridges each output directly to the purified inputs via implementing a switch-attention mechanism.

Future prediction

Interpretable Crowd Flow Prediction with Spatial-Temporal Self-Attention

1 code implementation22 Feb 2020 Haoxing Lin, Weijia Jia, Yongjian You, Yiping Sun

Crowd flow prediction has been increasingly investigated in intelligent urban computing field as a fundamental component of urban management system.

Management

Spatial-Temporal Self-Attention Network for Flow Prediction

no code implementations13 Dec 2019 Haoxing Lin, Weijia Jia, Yiping Sun, Yongjian You

Flow prediction (e. g., crowd flow, traffic flow) with features of spatial-temporal is increasingly investigated in AI research field.

Improving Abstractive Document Summarization with Salient Information Modeling

no code implementations ACL 2019 Yongjian You, Weijia Jia, Tianyi Liu, Wenmian Yang

Comprehensive document encoding and salient information selection are two major difficulties for generating summaries with adequate salient information.

Document Summarization

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