Li-wei H. Lehman
5 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
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Hot Topic Early Bird
Conferences
MLHC (3)
AAAI (1)
IJCAI (1)
Top co-authors
Keywords
representation learning
(1)
contrastive learning
(1)
robust optimization
(1)
clinical outcome prediction
(1)
constrained inference
(1)
outlier detection
(1)
sparse regression
(1)
system identification
(1)
low-rank recovery
(1)
noise reduction
(1)
low-rank matrix
(1)
low-rank matrix recovery
(1)
matrix recovery
(1)
state space model
(1)
denoising autoencoder
(1)
partial differential equation
(1)
denoising diffusion model
(1)
noise removal
(1)
arrhythmia classification
(1)
false alarm detection
(1)
Papers
Switching State Space Modeling via Constrained Inference for Clinical Outcome Prediction
MLHC 2025
G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes
MLHC 2024
A Diffusion Model with Contrastive Learning for ICU False Arrhythmia Alarm Reduction
IJCAI 2023
Robust Low-Rank Discovery of Data-Driven Partial Differential Equations
AAAI 2020
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics
MLHC 2018