Kaiping Zheng

25 papers A* 7A 2Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 — conf
CLEAR: Addressing Representation Contamination in Multimodal Healthcare Analytics.
KDD (1)
Ge Su, Kaiping Zheng, Tiancheng Zhao, Jianwei Yin
2025 A* conf
NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics.
ICML
Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip
2024 J jnl
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics.
CoRR
Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024 J jnl
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics.
Proc. VLDB Endow.
Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2024 A* conf
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics.
ICML
Kaiping Zheng, Horng Ruey Chua, Melanie Herschel, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip
2023 J jnl
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset.
CoRR
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
2023 J jnl
Toward Cohort Intelligence: A Universal Cohort Representation Learning Framework for Electronic Health Record Analysis.
CoRR
Changshuo Liu, Wenqiao Zhang, Beng Chin Ooi, James Wei Luen Yip, Lingze Zeng, Kaiping Zheng
2022 J jnl
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics.
Proc. VLDB Endow.
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Melanie Herschel, Meihui Zhang, Beng Chin Ooi
2022 A* conf
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics.
ICDE
Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao
2022 A conf
eDental: Managing Your Dental Care in Diet Diaries.
CIKM
Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi
2021 — conf
ARM-Net: Adaptive Relation Modeling Network for Structured Data.
SIGMOD Conference
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2021 J jnl
ARM-Net: Adaptive Relation Modeling Network for Structured Data.
CoRR
Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2021 A* conf
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.
ICDE
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
2021 — conf
PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.
SIGMOD Conference
Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao
2021 A* conf
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.
ACM Multimedia
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
2021 J jnl
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.
CoRR
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
2020 J jnl
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.
CoRR
Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi
2020 — conf
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications.
SIGMOD Conference
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
2020 J jnl
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications.
CoRR
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
2019 J jnl
Attentive Geo-Social Group Recommendation.
CoRR
Fei Yu, Feiyi Fan, Shouxu Jiang, Kaiping Zheng
2017 J jnl
A survey of query result diversification.
Knowl. Inf. Syst.
Kaiping Zheng, Hongzhi Wang, Zhixin Qi, Jianzhong Li, Hong Gao
2017 — ch.
Big Healthcare Data Analytics: Challenges and Applications.
Handbook of Large-Scale Distributed Computing in Smart Healthcare
Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip
2017 A conf
Capturing Feature-Level Irregularity in Disease Progression Modeling.
CIKM
Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2017 A* conf
Resolving the Bias in Electronic Medical Records.
KDD
Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
2015 A* conf
SINGA: A Distributed Deep Learning Platform.
ACM Multimedia
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