Kaiping Zheng

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Query Result Size

Image Understanding

Electronic Medical Record

Semistructured Data

Top Venues

SIGMOD Conference

Publications

Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. CoRR (2024)
Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis. CoRR (2023)
Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. CoRR (2023)
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics. Proc. VLDB Endow. 15 (12) (2022)
Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. ICDE (2022)
Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi
eDental: Managing Your Dental Care in Diet Diaries. CIKM (2022)
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
ARM-Net: Adaptive Relation Modeling Network for Structured Data. SIGMOD Conference (2021)
Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. SIGMOD Conference (2021)
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. ACM Multimedia (2021)
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. CoRR (2021)
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. ICDE (2021)
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
ARM-Net: Adaptive Relation Modeling Network for Structured Data. CoRR (2021)
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. CoRR (2020)
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. SIGMOD Conference (2020)
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. CoRR (2020)
Fei Yu, Feiyi Fan, Shouxu Jiang, Kaiping Zheng
Attentive Geo-Social Group Recommendation. CoRR (2019)
Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM (2017)
Kaiping Zheng, Hongzhi Wang, Zhixin Qi, Jianzhong Li, Hong Gao
A survey of query result diversification. Knowl. Inf. Syst. 51 (1) (2017)
Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
Resolving the Bias in Electronic Medical Records. KDD (2017)
Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng
SINGA: A Distributed Deep Learning Platform. ACM Multimedia (2015)