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Qinfan Xiao

2 accepted papers

2026

WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM

ICLR 2026oral

While embeddings from multimodal large language models (LLMs) excel as general-purpose representations, their application to dynamic modalities like audio and video remains underexplored. We introduce WAVE (\textbf{u}nified \& \textbf{v}ersatile \textbf{a}udio-\textbf{v}isual \textbf{e}mbeddings), t…

Cited by 0SourcecodeScholar
2025

BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals

NeurIPS 2025poster

Electroencephalography (EEG) and magnetoencephalography (MEG) measure neural activity non-invasively by capturing electromagnetic fields generated by dendritic currents. Although rooted in the same biophysics, EEG and MEG exhibit distinct signal patterns, further complicated by variations in sensor…

Cited by 0SourcecodeScholar