1 code implementation • 3 Jun 2024 • Guanhua Huang, Yuchen Zhang, Zhe Li, Yongjian You, Mingze Wang, Zhouwang Yang
The SCRN employs a reconstruction network to add and remove noise from text, extracting a semantic representation that is robust to local perturbations.
1 code implementation • 16 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.
1 code implementation • 22 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.
no code implementations • 13 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.
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.