Shengchao Chen
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Data Science & Analytics
(3)
Deep Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Methods
(3)
Models
(3)
Application Areas
(2)
Core AI
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Keywords
foundation model
(4)
federated learning
(4)
weather forecasting
(3)
time series
(3)
heterogeneous data
(2)
on-device inference
(2)
prompt learning
(2)
domain alignment
(1)
pre-trained language model
(1)
cross-domain generalization
(1)
prompt tuning
(1)
personalized adapter
(1)
meteorological data
(1)
on-device model
(1)
sequential knowledge
(1)
on-device computing
(1)
spatio-temporal transformer
(1)
heterogeneous time series
(1)
client-server regularization
(1)
transformer architecture
(1)
Papers
Federated Foundation Models on Heterogeneous Time Series
AAAI 2025
Restyled, Tuning, and Alignment: Taming VLMs for Federated Non-IID Medical Image Analysis
MICCAI 2025
Federated Prompt Learning for Weather Foundation Models on Devices
IJCAI 2024
Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
NeurIPS 2024
Prompt Federated Learning for Weather Forecasting: Toward Foundation Models on Meteorological Data
IJCAI 2023