Chengsen Wang
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (11) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
NIPS (2)
AAAI (1)
IJCAI (1)
Top co-authors
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 datum
(1)
memory network
(1)
numerical prediction
(1)
numerical datum
(1)
robust prediction
(1)
plugin architecture
(1)
zero-shot forecasting
(1)
timestamp modeling
(1)
Papers
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data
AAAI 2025
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern
IJCAI 2025
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective
NIPS 2024
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection
NIPS 2023