RESEARCH
The science behind the models
Peer-reviewed research and open-source releases from Aionic Labs.
2026
ICMLICLR Workshop
OpenTSLM: Time Series Language Models for Reasoning over Multivariate Medical Text and Time Series Data
Accepted at ICML 2026.TS-Haystack: A Multi-Scale Retrieval Benchmark for Time Series Language Models
ICLR 2026 Workshop on Time Series in the Age of Large Models.In review
TimeCap: A Scalable Open-Source Pipeline for Captioning Wearable Health Time Series Data
In review.In review
STILE: Continual Learning for Accurate and Explainable Rationales in Time Series Language Models via Self-Distillation
In review.In preparation
TimeRLM: Recursive Language Models for Anomaly Detection
In preparation.In review
Interspeech