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2020 – today
- 2024
[j3]Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. Proc. VLDB Endow. 17(10): 2487-2500 (2024)- [c11]Kaiping Zheng, Horng Ruey Chua, Melanie Herschel
, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
Exploiting Negative Samples: A Catalyst for Cohort Discovery in Healthcare Analytics. ICML 2024 - [i8]Qingpeng Cai, Kaiping Zheng, H. V. Jagadish, Beng Chin Ooi, James Wei Luen Yip:
CohortNet: Empowering Cohort Discovery for Interpretable Healthcare Analytics. CoRR abs/2406.14015 (2024) - 2023
- [i7]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 abs/2301.03829 (2023) - [i6]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 abs/2304.04468 (2023) - 2022
- [j2]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): 3445-3458 (2022) - [c10]Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Enhui Goh, Beng Chin Ooi:
eDental: Managing Your Dental Care in Diet Diaries. CIKM 2022: 5059-5063 - [c9]Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao:
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. ICDE 2022: 393-406 - 2021
- [c8]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: 1655-1666 - [c7]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: 3024-3033 - [c6]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: 207-220 - [c5]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: 2156-2168 - [i5]Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang:
ARM-Net: Adaptive Relation Modeling Network for Structured Data. CoRR abs/2107.01830 (2021) - [i4]Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng:
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. CoRR abs/2109.04284 (2021) - 2020
- [c4]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: 1747-1763 - [i3]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 abs/2003.12012 (2020) - [i2]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 abs/2010.10246 (2020)
2010 – 2019
- 2019
- [i1]Fei Yu, Feiyi Fan, Shouxu Jiang, Kaiping Zheng:
Attentive Geo-Social Group Recommendation. CoRR abs/1911.05466 (2019) - 2017
- [j1]Kaiping Zheng, Hongzhi Wang, Zhixin Qi, Jianzhong Li, Hong Gao:
A survey of query result diversification. Knowl. Inf. Syst. 51(1): 1-36 (2017) - [c3]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: 1579-1588 - [c2]Kaiping Zheng, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip:
Resolving the Bias in Electronic Medical Records. KDD 2017: 2171-2180 - [p1]Chonho Lee, Zhaojing Luo, Kee Yuan Ngiam, Meihui Zhang, Kaiping Zheng, Gang Chen, Beng Chin Ooi, James Wei Luen Yip:
Big Healthcare Data Analytics: Challenges and Applications. Handbook of Large-Scale Distributed Computing in Smart Healthcare 2017: 11-41 - 2015
- [c1]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: 685-688
Coauthor Index
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