Lab Website: https://www.agenticsystemslab.org/

Highlights

OpenTSLM Paper: https://arxiv.org/abs/2510.02410 (accepted @ ICML 2026)

OpenTSLM Github: https://github.com/StanfordBDHG/OpenTSLM (+1,000 Stars)

TS-HayStack Paper: https://arxiv.org/abs/2602.14200 (accepted @ ICLR 2026)

Audio Language Model Paper: https://arxiv.org/abs/2603.13362 (under review @ Interspeech)

TSLM Use Case & Ideal Data Profile Explorer: opentslm.com/explore

TimeNet: https://www.timenet.ai/

Background

The Challenge: The "Reasoning Gap" in Time-Series Prediction

Time Series Language Models (TSLMs)

Team

Active Projects

Industry Application Projects of Time Series Language Model (TSLM)

Audio Language Models (ALMs)

TSLM-EMMA

Next Generation TSLM Architectures and Training Paradigms

TimeNet