Search Results for author: Yanhong Li

Found 5 papers, 2 papers with code

When Hindsight is Not 20/20: Testing Limits on Reflective Thinking in Large Language Models

no code implementations14 Apr 2024 Yanhong Li, Chenghao Yang, Allyson Ettinger

In this paper, we set out to clarify these capabilities under a more stringent evaluation setting in which we disallow any kind of external feedback.

Learning from Polar Representation: An Extreme-Adaptive Model for Long-Term Time Series Forecasting

1 code implementation14 Dec 2023 Yanhong Li, Jack Xu, David C. Anastasiu

In the hydrology field, time series forecasting is crucial for efficient water resource management, improving flood and drought control and increasing the safety and quality of life for the general population.

Management Representation Learning +3

An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks

1 code implementation29 Nov 2022 Yanhong Li, Jack Xu, David C. Anastasiu

Forecasting time series with extreme events has been a challenging and prevalent research topic, especially when the time series data are affected by complicated uncertain factors, such as is the case in hydrologic prediction.

Time Series Time Series Prediction

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