Xiongren Chen
4 papers · 2025–2026 · 3 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
(11)
Top co-authors
Research topics
Keywords
attention mechanism
(2)
information bottleneck
(1)
explainable ai
(1)
mutual information
(1)
time series forecasting
(1)
hilbert-schmidt independence criterion
(1)
bias correction
(1)
diffusion model
(1)
distribution modeling
(1)
latent confounder
(1)
climate modeling
(1)
attribution map
(1)
factor model
(1)
causal mediation analysis
(1)
precipitation forecasting
(1)
zero-inflated time series
(1)
multi-layer graph neural networks
(1)
peer direct effects
(1)
causal inference
(1)
peer indirect effects
(1)
Papers
Deep Extreme Transformer: Tackling Zero-Inflated Time Series for Precipitation Prediction
AAAI 2026
Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction
IJCAI 2025
Diffusion Models for Attribution
AAAI 2025
Telling Peer Direct Effects from Indirect Effects in Observational Network Data
ICML 2025