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Qingxiong Tan
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 8
Top Topics
Multivariate Time Series
Ms Ms
Health Data
Tandem Mass Spectrometry
Top Venues
IEEE Trans. Cybern.
CoRR
IEEE Trans. Neural Networks Learn. Syst.
J. Am. Medical Informatics Assoc.
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Publications
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Junbo Shen
,
Qinze Yu
,
Shenyang Chen
,
Qingxiong Tan
,
Jingcheng Li
,
Yu Li
Unbiased organism-agnostic and highly sensitive signal peptide predictor with deep protein language model.
CoRR
(2023)
Baoyao Yang
,
Mang Ye
,
Qingxiong Tan
,
Pong C. Yuen
Cross-Domain Missingness-Aware Time-Series Adaptation With Similarity Distillation in Medical Applications.
IEEE Trans. Cybern.
52 (5) (2022)
Qingxiong Tan
,
Mang Ye
,
Andy Jinhua Ma
,
Baoyao Yang
,
Terry Cheuk-Fung Yip
,
Grace Lai-Hung Wong
,
Pong C. Yuen
Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series.
IEEE Trans. Neural Networks Learn. Syst.
32 (10) (2021)
Qingxiong Tan
,
Mang Ye
,
Andy Jinhua Ma
,
Terry Cheuk-Fung Yip
,
Grace Lai-Hung Wong
,
Pong C. Yuen
Importance-aware personalized learning for early risk prediction using static and dynamic health data.
J. Am. Medical Informatics Assoc.
28 (4) (2021)
Qingxiong Tan
,
Mang Ye
,
Grace Lai-Hung Wong
,
Pong Chi Yuen
Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health Data.
IJCAI
(2021)
Qingxiong Tan
,
Mang Ye
,
Baoyao Yang
,
Siqi Liu
,
Andy Jinhua Ma
,
Terry Cheuk-Fung Yip
,
Grace Lai-Hung Wong
,
Pong Chi Yuen
DATA-GRU: Dual-Attention Time-Aware Gated Recurrent Unit for Irregular Multivariate Time Series.
AAAI
(2020)
Qingxiong Tan
,
Andy Jinhua Ma
,
Mang Ye
,
Baoyao Yang
,
Huiqi Deng
,
Vincent Wai-Sun Wong
,
Yee-Kit Tse
,
Terry Cheuk-Fung Yip
,
Grace Lai-Hung Wong
,
Jessica Yuet-Ling Ching
,
Francis Ka-Leung Chan
,
Pong C. Yuen
UA-CRNN: Uncertainty-Aware Convolutional Recurrent Neural Network for Mortality Risk Prediction.
CIKM
(2019)
Qingxiong Tan
,
Andy Jinhua Ma
,
Huiqi Deng
,
Vincent Wai-Sun Wong
,
Yee-Kit Tse
,
Terry Cheuk-Fung Yip
,
Grace Lai-Hung Wong
,
Ching Ling Jessica Yuet
,
Francis Ka-Leung Chan
,
Pong C. Yuen
A Hybrid Residual Network and Long Short-Term Memory Method for Peptic Ulcer Bleeding Mortality Prediction.
AMIA
(2018)