Grace Lai-Hung Wong

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 18

Top Topics

Nearest Neighbor

Weakly Supervised

Multivariate Time Series

Top Venues

IEEE Trans. Medical Imaging

Publications

Fei Lyu, Mang Ye, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen
Local Style Transfer via Latent Space Manipulation for Cross-Disease Lesion Segmentation. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Rundong Zuo, Guozhong Li, Byron Choi, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification. AAAI (2023)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering. CoRR (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
Efficient Shapelet Discovery for Time Series Classification. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Fei Lyu, Mang Ye, Andy J. Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen
Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation. IEEE Trans. Medical Imaging 41 (9) (2022)
Fei Lyu, Andy J. Ma, Terry Cheuk-Fung Yip, Grace Lai-Hung Wong, Pong C. Yuen
Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation. IEEE Trans. Medical Imaging 41 (5) (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Daphne Ngar-yin Mah, Grace Lai-Hung Wong
IPS: Instance Profile for Shapelet Discovery for Time Series Classification. ICDE (2022)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification. AAAI (2021)
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)
Guozhong Li, Byron Choi, Jianliang Xu, Sourav S. Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong
Efficient Shapelet Discovery for Time Series Classification (Extended Abstract). ICDE (2021)
Guozhong Li, Byron Choi, Sourav S. Bhowmick, Grace Lai-Hung Wong, Kwok-Pan Chun, Shiwen Li
Visualet: Visualizing Shapelets for Time Series Classification. CIKM (2020)
Andy Jinhua Ma, Jacky C. P. Chan, Frodo Kin-Sun Chan, Pong C. Yuen, Terry Cheuk-Fung Yip, Yee-Kit Tse, Vincent Wai-Sun Wong, Grace Lai-Hung Wong
Temporal matrix completion with locally linear latent factors for medical applications. Artif. Intell. Medicine 107 (2020)
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)
Frodo Kin-Sun Chan, Andy Jinhua Ma, Pong C. Yuen, Terry Cheuk-Fung Yip, Yee-Kit Tse, Vincent Wai-Sun Wong, Grace Lai-Hung Wong
Temporal Matrix Completion with Locally Linear Latent Factors for Medical Applications. CoRR (2016)