Research Publications
- NEW Towards Interepretable Time Series Foundation Models (Boileau, Helluy, Pawlus and Vyetrenko; ICML 2025 Workshop on Foundation Models for Structured Data)
- Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
(Fons, Kaur, Polande, Zeng, Balch, Veloso and Vyetrenko; EMNLP 2024)
- Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
(Jin, Wang, Ma, Chu, Zhang, Shi, Chen, Liang, Li, Pan and Wen; ICLR 2024)
- On the Constrained Time-Series Generation Problem
(Coletta, Gopalakrishnan, Borrajo and Vyetrenko; NeurIPS 2023)
- Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections
(Bamford, Coletta, Fons, Gopalakrishnan, Vyetrenko, Balch and Veloso; ICAIF 2023 - Best Industry Paper Award)
- Transformers in Time Series: A Survey
(Wen, Zhou, Zhang, Chen, Ma, Yan and Sun; IJCAI 2023)