Haoxin Liu

Haoxin Liu

Ph.D. student in Computer Science at Georgia Tech focusing on time-series forecasting, graph learning, and large language models.

A Picture is Worth A Thousand Numbers: Enabling LLMs to Reason about Time Series via Visualization

Published in NAACL 2025 (Main Conference), 2025

Recommended citation: Haoxin Liu, Chenghao Liu, and B. Aditya Prakash. "A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization." NAACL 2025 Main Conference.

Haoxin Liu, Chenghao Liu, and B. Aditya Prakash propose a visualization-first pipeline that helps large language models reason about time-series data in natural language tasks.