Shaofeng Cai - RankMe

50 papers A* 9A 3Journal 36Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Effective Orchestration of AI x DB Workloads. CoRR Naili Xing, Haotian Gao, Zhanhao Zhao, Shaofeng Cai, Zhaojing Luo, Yuncheng Wu, Zhongle Xie, Meihui Zhang, Beng Chin Ooi
2025	J	`jnl`	CCaaLF: Concurrency Control as a Learnable Function. CoRR Hexiang Pan, Shaofeng Cai, Tien Tuan Anh Dinh, Yuncheng Wu, Yeow Meng Chee, Gang Chen, Beng Chin Ooi
2025	J	`jnl`	HAKES: Scalable Vector Database for Embedding Search Service. CoRR Guoyu Hu, Shaofeng Cai, Tien Tuan Anh Dinh, Zhongle Xie, Cong Yue, Gang Chen, Beng Chin Ooi
2025	J	`jnl`	HAKES: Scalable Vector Database for Embedding Search Service. Proc. VLDB Endow. Guoyu Hu, Shaofeng Cai, Tien Tuan Anh Dinh, Zhongle Xie, Cong Yue, Gang Chen, Beng Chin Ooi
2025	J	`jnl`	Improving log-based anomaly detection through learned adaptive filter. CoRR Yiyuan Xiong, Shaofeng Cai
2025	A*	`conf`	In-Context Adaptation to Concept Drift for Learned Database Operations. ICML Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi
2025	J	`jnl`	In-Context Adaptation to Concept Drift for Learned Database Operations. CoRR Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi
2025	A*	`conf`	Investigating Pattern Neurons in Urban Time Series Forecasting. ICLR Chengxin Wang, Yiran Zhao, Shaofeng Cai, Gary Tan
2025	A	`conf`	NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CIDR Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang
2025	J	`jnl`	NeurIDA: Dynamic Modeling for Effective In-Database Analytics. CoRR Lingze Zeng, Naili Xing, Shaofeng Cai, Peng Lu, Gang Chen, Jian Pei, Beng Chin Ooi
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`	Anytime Neural Architecture Search on Tabular Data. CoRR Naili Xing, Shaofeng Cai, Zhaojing Luo, Beng Chin Ooi, Jian Pei
2024	J	`jnl`	Automatic detection of defects in electronic plastic packaging using deep convolutional neural networks. J. Real Time Image Process. Wanchun Ren, Pengcheng Zhu, Shaofeng Cai, Yi Huang, Haoran Zhao, Youji Hama, Zhu Yan, Tao Zhou, Junde Pu, Hongwei Yang
2024	J	`jnl`	CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning. Proc. ACM Manag. Data Haotian Gao, Shaofeng Cai, Tien Tuan Anh Dinh, Zhiyong Huang, Beng Chin Ooi
2024	J	`jnl`	Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems. Proc. VLDB Endow. Naili Xing, Shaofeng Cai, Gang Chen, Zhaojing Luo, Beng Chin Ooi, Jian Pei
2024	J	`jnl`	Do LLMs Understand Visual Anomalies? Uncovering LLM Capabilities in Zero-shot Anomaly Detection. CoRR Jiaqi Zhu, Shaofeng Cai, Fang Deng, Junran Wu
2024	A*	`conf`	Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection. ACM Multimedia Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Junran Wu
2024	J	`jnl`	NeurDB: An AI-powered Autonomous Data System. CoRR Beng Chin Ooi, Shaofeng Cai, Gang Chen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao
2024	J	`jnl`	NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. CoRR Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang
2024	J	`jnl`	NeurDB: an AI-powered autonomous data system. Sci. China Inf. Sci. Beng Chin Ooi, Shaofeng Cai, Gang Chen, Yanyan Shen, Kian-Lee Tan, Yuncheng Wu, Xiaokui Xiao, Naili Xing, Cong Yue, Lingze Zeng, Meihui Zhang, Zhanhao Zhao
2024	J	`jnl`	Powering In-Database Dynamic Model Slicing for Structured Data Analytics. CoRR Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
2024	J	`jnl`	Powering In-Database Dynamic Model Slicing for Structured Data Analytics. Proc. VLDB Endow. Lingze Zeng, Naili Xing, Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jian Pei, Yuncheng Wu
2024	A*	`conf`	VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. KDD Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2024	J	`jnl`	VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. CoRR Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang
2023	J	`jnl`	METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. CoRR Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao Zhang
2023	J	`jnl`	METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection. Proc. VLDB Endow. Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Wenqiao Zhang
2023	J	`jnl`	Regularized Pairwise Relationship based Analytics for Structured Data. Proc. ACM Manag. Data Zhaojing Luo, Shaofeng Cai, Yatong Wang, Beng Chin Ooi
2023	J	`jnl`	Robust and Transferable Log-based Anomaly Detection. Proc. ACM Manag. Data Peng Jia, Shaofeng Cai, Beng Chin Ooi, Pinghui Wang, Yiyuan Xiong
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`	NASI: Label- and Data-agnostic Neural Architecture Search at Initialization. ICLR Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low
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`	Adaptive Knowledge Driven Regularization for Deep Neural Networks. AAAI Zhaojing Luo, Shaofeng Cai, Can Cui, Beng Chin Ooi, Yang Yang
2021	A	`conf`	Dynamic Routing Networks. WACV Shaofeng Cai, Yao Shu, Wei Wang
2021	A	`conf`	GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction. WACV Chengxin Wang, Shaofeng Cai, Gary Tan
2021	J	`jnl`	Improving Data Analytics with Fast and Adaptive Regularization. IEEE Trans. Knowl. Data Eng. Zhaojing Luo, Shaofeng Cai, Gang Chen, Jinyang Gao, Wang-Chien Lee, Kee Yuan Ngiam, Meihui Zhang
2021	J	`jnl`	NASI: Label- and Data-agnostic Neural Architecture Search at Initialization. CoRR Yao Shu, Shaofeng Cai, Zhongxiang Dai, Beng Chin Ooi, Bryan Kian Hsiang Low
2020	J	`jnl`	GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction. CoRR Chengxin Wang, Shaofeng Cai, Gary Tan
2020	J	`jnl`	Privacy Preserving Vertical Federated Learning for Tree-based Models. CoRR Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, Beng Chin Ooi
2020	J	`jnl`	Privacy Preserving Vertical Federated Learning for Tree-based Models. Proc. VLDB Endow. Yuncheng Wu, Shaofeng Cai, Xiaokui Xiao, Gang Chen, 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
2020	J	`jnl`	The Disruptions of 5G on Data-Driven Technologies and Applications. IEEE Trans. Knowl. Data Eng. Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang
2020	A*	`conf`	Understanding Architectures Learnt by Cell-based Neural Architecture Search. ICLR Yao Shu, Wei Wang, Shaofeng Cai
2019	J	`jnl`	Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi
2019	J	`jnl`	ISBNet: Instance-aware Selective Branching Network. CoRR Shaofeng Cai, Yao Shu, Wei Wang, Beng Chin Ooi
2019	J	`jnl`	Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. CoRR Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
2019	J	`jnl`	Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints. Proc. VLDB Endow. Shaofeng Cai, Gang Chen, Beng Chin Ooi, Jinyang Gao
2019	J	`jnl`	The Disruptions of 5G on Data-driven Technologies and Applications. CoRR Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang
2018	A*	`conf`	Adaptive Lightweight Regularization Tool for Complex Analytics. ICDE Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee