Shenghua Zhong

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (2) IJCAI (1)

Top co-authors

Yan Liu (2) Xiao Ma (1) Gong Chen (1) Qianwen Luo (1) Weixing Liu (1) Zhejing Hu (1) Zhi Zhang (1)

Research topics

Deep Learning (3) Models (3) Artificial Intelligence (2) Machine Learning (2) Application Areas (2) Core AI (2) Learning Types · Deep Learning (2) Healthcare & Medicine (1) Security & Privacy (1) Clinical (1) Learning Types · Machine Learning (1) Privacy (1) Research (1)

Keywords

generative adversarial network (2) model fingerprinting (1) data augmentation (1) emotion recognition (1) intellectual property (1) signal processing (1) feature space (1) deep neural network (1) decision boundary (1) frequency domain (1) intellectual property protection (1) music generation (1) frequency-domain perturbation (1) knowledge enhancement (1) music composition (1) automatic music composition (1) knowledge-enhanced learning (1) musical creativity (1) feature learning (1) melody harmony (1)

Papers

Misclassification-driven Fingerprinting for DNNs Using Frequency-aware GANs IJCAI 2025 Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024 Responding to the Call: Exploring Automatic Music Composition Using a Knowledge-Enhanced Model AAAI 2024