Kaiping Zheng

According to our database, Kaiping Zheng authored at least 19 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics.

Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip

Proc. VLDB Endow., June, 2024

Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics.

Kaiping Zheng, Horng Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis.

Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng

CoRR, 2023

A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset.

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

CoRR, 2023

2022

DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics.

Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi

Proc. VLDB Endow., 2022

ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics.

Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

eDental: Managing Your Dental Care in Diet Diaries.

Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.

Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

ARM-Net: Adaptive Relation Modeling Network for Structured Data.

Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.

Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.

Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.

Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi

CoRR, 2020

TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications.

Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Attentive Geo-Social Group Recommendation.

Fei Yu, Feiyi Fan, Shouxu Jiang, Kaiping Zheng

CoRR, 2019

2017

A survey of query result diversification.

Kaiping Zheng, Hongzhi Wang, Zhixin Qi, Jianzhong Li, Hong Gao

Knowl. Inf. Syst., 2017

Resolving the Bias in Electronic Medical Records.

Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Capturing Feature-Level Irregularity in Disease Progression Modeling.

Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Big Healthcare Data Analytics: Challenges and Applications.

Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip

Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2015

SINGA: A Distributed Deep Learning Platform.

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

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015