Emerson Liu

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

MLHC (2) ACL (1) EACL (1)

Top co-authors

Ding Zhao (4) William Han (3) Michael Rosenberg (2) Jiacheng Zhu (2) Douglas Weber (2) Jielin Qiu (2) Chaojing Duan (1) Chuang Gan (1) Zhepeng Cen (1) Michael A. Rosenberg (1)

Keywords

data augmentation (2) zero-shot learning (1) adversarial robustness (1) transfer learning (1) domain adaptation (1) optimal transport (1) query variation (1) large language model (1) reasoning consistency (1) cardiovascular disease (1) wasserstein distance (1) heart disease detection (1)

Papers

Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training ACL 2025

ECG-Byte: A Tokenizer for End-to-End Generative Electrocardiogram Language Modeling MLHC 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