Emerson Liu
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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The Questioner
Top co-authors
Research topics
Keywords
data augmentation
(2)
zero-shot learning
(1)
adversarial robustness
(1)
transfer learning
(1)
domain adaptation
(1)
interpretability
(1)
optimal transport
(1)
self-supervised learning
(1)
language modeling
(1)
electrocardiogram
(1)
byte pair encoding
(1)
query variation
(1)
large language model
(1)
reasoning consistency
(1)
cardiovascular disease
(1)
heart disease detection
(1)
wasserstein distance
(1)
tokenizer
(1)
Papers
ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling
MLHC 2025
Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training
ACL 2025
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
EACL 2023
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction
MLHC 2022