Authors

Jing Peng

Publications 2

Preprint Open access

Kapture: Capturing Cardiac Dynamics with Koopman-Governed Learning for Efficient Radar-Based Electrocardiogram Recovery

Tong Wu, Jing Peng, Ziqi Feng et al. · 2026

Millimeter-wave (mmWave) radar enables unobtrusive, contactless electrocardiogram (ECG) reconstruction for cardiac monitoring. Time-frequency spectrograms preserve fine cardiac patterns but often require large backbones to separate ECG-relevant features from respiration, motion, multipath, and subject-dependent interfe …

Preprint Open access

UniAE-MoE: A Unified Audio Encoder via Mixture of Experts

Shengbo Cai, Zhisheng Zhang, Zichao Nie et al. · 2026

Large Audio Language Models (LALMs) rely on effective audio encoders for multi-task performance. We introduce UniAE-MoE, a unified audio encoder designed to model cross-domain audio representations and achieve outstanding downstream understanding performance via a Mixture-of-Experts (MoE) architecture. Specifically, we …

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