Hi, I’m Kangning Yang, a Melbourne-based researcher focusing on multimedia signal processing, emotion recognition, and deep multimodal architectures. My work includes developing attention-based LSTM systems for mobile emotion recognition and exploring cross-modal representations for spoken language and sentiment analysis. I enjoy translating complex models into practical techniques that work with real-world data. Beyond the lab, I value collaboration, rigorous experimentation, and clear communication of findings. I’m eager to contribute to interdisciplinary teams at the intersection of AI, human-computer interaction, and multimedia applications, and I continue to publish and share insights from my research journey in academic venues.

Kangning Yang

Hi, I’m Kangning Yang, a Melbourne-based researcher focusing on multimedia signal processing, emotion recognition, and deep multimodal architectures. My work includes developing attention-based LSTM systems for mobile emotion recognition and exploring cross-modal representations for spoken language and sentiment analysis. I enjoy translating complex models into practical techniques that work with real-world data. Beyond the lab, I value collaboration, rigorous experimentation, and clear communication of findings. I’m eager to contribute to interdisciplinary teams at the intersection of AI, human-computer interaction, and multimedia applications, and I continue to publish and share insights from my research journey in academic venues.

Available to hire

Hi, I’m Kangning Yang, a Melbourne-based researcher focusing on multimedia signal processing, emotion recognition, and deep multimodal architectures. My work includes developing attention-based LSTM systems for mobile emotion recognition and exploring cross-modal representations for spoken language and sentiment analysis. I enjoy translating complex models into practical techniques that work with real-world data.

Beyond the lab, I value collaboration, rigorous experimentation, and clear communication of findings. I’m eager to contribute to interdisciplinary teams at the intersection of AI, human-computer interaction, and multimedia applications, and I continue to publish and share insights from my research journey in academic venues.

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Language

English
Advanced

Work Experience

Researcher at The University of Melbourne
January 1, 2022 - October 18, 2025
Engaged in research on emotion sensing using mobile devices and multimodal signals; published work on attention-based LSTM architectures for mobile emotion recognition, hybrid multimodal networks for language classification, and hierarchical attention strategies for sentiment analysis.

Education

at The University of Melbourne
January 1, 2019 - January 1, 2022

Qualifications

Melbourne Research Scholarship
January 1, 2019 - January 1, 2022

Industry Experience

Media & Entertainment, Software & Internet, Education