Chuizheng Meng
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Core Methods
(3)
Data Science & Analytics
(2)
Learning Types
(2)
Methods
(2)
Healthcare & Medicine
(1)
Knowledge & Reasoning
(1)
Clinical
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
physics-informed learning
(2)
causal inference
(2)
time series
(1)
partial differential equation
(1)
treatment effect estimation
(1)
neural differential equation
(1)
spatiotemporal forecasting
(1)
treatment effect
(1)
auxiliary task
(1)
irregular time series
(1)
hidden confounder
(1)
spatio-temporal prediction
(1)
time series data
(1)
neural controlled differential equation
(1)
continuity equation
(1)
koopman theory
(1)
counterfactual estimation
(1)
long sequence forecasting
(1)
multi-resolution data
(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