Xinyan Li
5 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
(3)
π
Conference Pioneer
Top co-authors
Research topics
Keywords
climate prediction
(3)
time series forecasting
(2)
subseasonal forecasting
(2)
machine learning
(2)
climate forecasting
(2)
weather prediction
(1)
generalization bound
(1)
stochastic gradient langevin dynamics
(1)
interpretable model
(1)
feature engineering
(1)
weather forecasting
(1)
large reasoning model
(1)
dynamical model
(1)
reasoning efficiency
(1)
temperature prediction
(1)
expected stability
(1)
decoupled optimization
(1)
weighted lasso
(1)
extreme weather
(1)
subseasonal experiment
(1)
Papers
AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
ACL 2026
Learning and Dynamical Models for Sub-seasonal Climate Forecasting: Comparison and Collaboration
AAAI 2022
Stability Based Generalization Bounds for Exponential Family Langevin Dynamics
ICML 2022
Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances
AAAI 2021
Interpretable Predictive Modeling for Climate Variables with Weighted Lasso
AAAI 2019