Chengsen Wang
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Core AI
(3)
Core Methods
(3)
Methods
(3)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
time series forecasting
(3)
multimodal learning
(2)
large language model
(2)
anomaly detection
(1)
non-stationary time series
(1)
diffusion model
(1)
foundation model
(1)
timestamp feature
(1)
global-local fusion
(1)
seasonal pattern
(1)
backbone model
(1)
temporal pattern
(1)
textual data
(1)
memory network
(1)
numerical prediction
(1)
numerical data
(1)
robust prediction
(1)
plugin architecture
(1)
zero-shot forecasting
(1)
timestamp modeling
(1)
Papers
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern
IJCAI 2025
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
AAAI 2025
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
NeurIPS 2024
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection
NeurIPS 2023