Ooi, Beng Chin

13 publications

NeurIPS 2025 Detecting Data Deviations in Electronic Health Records Kaiping Zheng, Horng-Ruey Chua, Beng Chin Ooi

IJCAI 2025 Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data Chengxin Wang, Gary Tan, Swagato Barman Roy, Beng Chin Ooi

ICML 2025 HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Tianwei Lin, Wenqiao Zhang, Sijing Li, Yuqian Yuan, Binhe Yu, Haoyuan Li, Wanggui He, Hao Jiang, Mengze Li, Song Xiaohui, Siliang Tang, Jun Xiao, Hui Lin, Yueting Zhuang, Beng Chin Ooi

ICML 2025 In-Context Adaptation to Concept Drift for Learned Database Operations Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi

ICML 2025 NeuralCohort: Cohort-Aware Neural Representation Learning for Healthcare Analytics Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip

ICML 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

AAAI 2022 A Fusion-Denoising Attack on InstaHide with Data Augmentation Xinjian Luo, Xiaokui Xiao, Yuncheng Wu, Juncheng Liu, Beng Chin Ooi

CVPR 2022 BoostMIS: Boosting Medical Image Semi-Supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation Wenqiao Zhang, Lei Zhu, James Hallinan, Shengyu Zhang, Andrew Makmur, Qingpeng Cai, Beng Chin Ooi

ICLR 2022 NASI: Label- and Data-Agnostic Neural Architecture Search at Initialization Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low

AAAI 2021 Adaptive Knowledge Driven Regularization for Deep Neural Networks Zhaojing Luo, Shaofeng Cai, Can Cui, Beng Chin Ooi, Yang Yang

ICLR 2020 ISBNet: Instance-Aware Selective Branching Networks Shaofeng Cai, Yao Shu, Wei Wang, Gang Chen, Beng Chin Ooi

IJCAI 2018 Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee

IJCAI 2018 Medical Concept Embedding with Time-Aware Attention Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan