Chuizheng Meng
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (3) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
Conferences
IJCAI (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
physics-informed learning
(2)
few-shot learning
(1)
time series
(1)
partial differential equation
(1)
treatment effect estimation
(1)
neural differential equation
(1)
spatiotemporal forecasting
(1)
spatiotemporal prediction
(1)
treatment effect
(1)
auxiliary task
(1)
irregular time series
(1)
hidden confounder
(1)
neural controlled differential equation
(1)
continuity equation
(1)
koopman theory
(1)
multi-resolution datum
(1)
long-sequence forecasting
(1)
causal inference
(1)
physics-aware learning
(1)
Papers
An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series
ICML 2024
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
AAAI 2023
Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data
IJCAI 2022
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning
IJCAI 2021