Bernie Wang
Amazon (United States)(US)
Publications by Year
Research Areas
Time Series Analysis and Forecasting, Domain Adaptation and Few-Shot Learning, Stock Market Forecasting Methods, Multimodal Machine Learning Applications, Forecasting Techniques and Applications
Most-Cited Works
- → Deep Learning for Time Series Forecasting: Tutorial and Literature Survey(2022)280 cited
- → AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting(2023)20 cited
- → PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism(2025)7 cited
- → MLZero: A Multi-Agent System for End-to-end Machine Learning Automation(2025)
- → Zero-Shot Time Series Forecasting with Covariates via In-Context Learning(2025)
- → HetRL: Efficient Reinforcement Learning for LLMs in Heterogeneous Environments(2025)
- → Visual Instruction Tuning with Chain of Region-of-Interest(2025)