Chengsen Wang

@ForestsKing · User

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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!

BUPTBeijing61 followers11 repositories

Repositories

ForestsKing/ChronoSteer

PyTorch implementation of "ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Cross-Modal Alignment Dataset" (TKDD 2026)

★ 1Jupyter NotebookForks 0

ForestsKing/GLAFF

PyTorch implementation of "Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective" (NeurIPS 2024)

★ 139PythonForks 11

ForestsKing/GenoJEPA

PyTorch implementation of "From nucleotides to semantics: genomic representation learning via joint-embedding predictive architecture"

★ 0PythonForks 0

ForestsKing/ChatTime

PyTorch implementation of "ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data" (AAAI 2025 [oral])

★ 168Jupyter NotebookForks 25

ForestsKing/D3R

PyTorch implementation of "Drift doesn't Matter: Dynamic Decomposition with Dffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection" (NeurIPS 2023)

★ 96PythonForks 12

ForestsKing/MCAKE

PyTorch implementation of "MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection" (TKDD 2025)

★ 2PythonForks 1

ForestsKing/TinyDNABERT

A lightweight genomic language model built from scratch, employing a BPE tokenizer and a RoBERTa architecture.

★ 14Jupyter NotebookForks 0