Cai, Shaofeng

9 publications

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

ICLR 2025 Investigating Pattern Neurons in Urban Time Series Forecasting Chengxin Wang, Yiran Zhao, Shaofeng Cai, Gary Tan

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

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

WACV 2021 Dynamic Routing Networks Shaofeng Cai, Yao Shu, Wei Wang

WACV 2021 GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang, Shaofeng Cai, Gary Tan

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

ICLR 2020 Understanding Architectures Learnt by Cell-Based Neural Architecture Search Yao Shu, Wei Wang, Shaofeng Cai