Kaiping Zheng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
5
Active years
2017–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics. | Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip |
| 2025 | KDD | CLEAR: Addressing Representation Contamination in Multimodal Healthcare Analytics. | Ge Su, Kaiping Zheng, Tiancheng Zhao, Jianwei Yin |
| 2024 | ICML | 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 |
| 2022 | CIKM | eDental: Managing Your Dental Care in Diet Diaries. | Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi |
| 2022 | ICDE | ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. | Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao |
| 2021 | ICDE | 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 |
| 2021 | SIGMOD | ARM-Net: Adaptive Relation Modeling Network for Structured Data. | Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang |
| 2021 | SIGMOD | 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 |
| 2020 | SIGMOD | 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 |
| 2017 | CIKM | Capturing Feature-Level Irregularity in Disease Progression Modeling. | Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip |
| 2017 | KDD | Resolving the Bias in Electronic Medical Records. | Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip |