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publications
A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models
Published in TMLR, 2026
Accepted as is by TMLR. A survey of reasoning and agentic systems for time series with large language models.
Recommended citation: A Survey of Reasoning and Agentic Systems in Time Series with Large Language Models. TMLR, 2026. https://openreview.net/forum?id=l3QW42g6u3
Physics-Aware Variational Autoencoder for Urban Travel Demand Calibration
Published in TMLR, 2026
Accepted as is by TMLR. A physics-embedded variational autoencoder for urban travel demand calibration, developed in collaboration with Google Maps and Google Research.
Recommended citation: Physics-Aware Variational Autoencoder for Urban Travel Demand Calibration. TMLR, 2026. https://openreview.net/forum?id=r5oS1XXbT3