Juncheng Liu is a Research Scientist at Salesforce AI Research Asia, working on time series forecasting for AIOps. His current research interests are foundation models for time series and graph representation learning.
My expertise
AI Research, Foundation models for time series, Graph representation learning.
Time series forecasting plays a central role in data-driven decision making. Yet, adapting forecasting models across different domains and temporal resolutions often requires custom engineering. This increases both development and maintenance costs —…
Time series forecasting is becoming increasingly important across various domains, thus having high-quality, diverse benchmarks are crucial for fair evaluation across model families.
