ForestsKing/ChronoSteer
PyTorch implementation of "ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Cross-Modal Alignment Dataset" (TKDD 2026)
I'm a PhD student at BUPT, with research interest in time series analysis and genomic foundation model. Feel free to contact me for discussions!
PyTorch implementation of "ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Cross-Modal Alignment Dataset" (TKDD 2026)
PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (NeurIPS 2024)
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PyTorch implementation of "From nucleotides to semantics: genomic representation learning via joint-embedding predictive architecture"
PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [oral])
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PyTorch implementation of "Drift doesn't Matter: Dynamic Decomposition with Dffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection" (NeurIPS 2023)
A curated list of paper, code, data, and other resources focus on multimodal time series analysis.
PyTorch implementation of "MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection" (TKDD 2025)
A lightweight genomic language model built from scratch, employing a BPE tokenizer and a RoBERTa architecture.