Scholar

Shaofeng CAI

Google Scholar ID: Nzr-hIoAAAAJ

National University of Singapore

Adaptive AIAIxDBTabular Data

Citations & Impact

All-time

Citations

1,205

H-index

i10-index

Publications

Co-authors

list available

Contact

Publications

20 items

Browse publications on Google Scholar (top-right) ↗

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Academic Achievements

1. [VLDB] HAKES: Scalable Vector Database for Embedding Search Service
2. [ICML] In-Context Adaptation to Concept Drift for Learned Database Operations
3. [ICML] NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics
4. [ICLR] Investigating Pattern Neurons in Urban Time Series Forecasting
5. [SIGMOD] CtxPipe: Context-aware Data Preparation Pipeline Construction for Machine Learning
6. [VLDB] Powering In-database Dynamic Model Slicing for Structured Data Analytics
7. [CIDR] NeurDB: On the Design and Implementation of an AI-powered Autonomous Database
8. [MM] Do LLMs Understand Visual Anomalies? Uncovering LLM Capabilities in Zero-shot Anomaly Detection
9. [KDD] VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection
10. [Science China] NeurDB: An AI-powered Autonomous Data System
11. [VLDB] Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems
12. [VLDB] METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection
13. [arXiv] Anytime Neural Architecture Search on Tabular Data
14. [SIGMOD] Robust and Transferable Log-based Anomaly Detection
15. [SIGMOD] Regularized Pairwise Relationship based Analytics for Structured Data

Research Experience

Background

Senior Research Fellow in the Department of Computer Science, National University of Singapore. Mainly works on adaptive AI, focusing on adaptive neural architectures and deep learning techniques. Research extends to tabular deep learning, anomaly detection, and in-database analytics.

Co-authors

13 total