Siyang Song
22 papers · 2022–2026 · 9 conferences · across top CS/AI conferences
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Keywords
graph neural network
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facial action unit
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adversarial training
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neural network
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object detection
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adversarial transferability
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video understanding
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fourier domain
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facial action unit recognition
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face recognition
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data augmentation
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Papers
Explainable Depression Assessment from Face Videos by Weakly Supervised Learning
AAAI 2026
MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation
AAAI 2026
Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition
AAAI 2026
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling
ICCV 2025
Towards Robust Training via Gradient-Diversified Backpropagation
WACV 2025
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing
AAAI 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
AAAI 2025
PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation
AAAI 2025
DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment
AAAI 2025
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition
EMNLP 2025
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data
ICCV 2025
MTaDCS: Moving Trace and Feature Density-based Confidence Sample Selection under Label Noise
ECCV 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
NIPS 2024
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping
AAAI 2024
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
CVPR 2024
Domain Separation Graph Neural Networks for Saliency Object Ranking
CVPR 2024
Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks
CVPR 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
NIPS 2024
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning
INTERSPEECH 2023
Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition
ICCV 2023
Fourier-Net: Fast Image Registration with Band-Limited Deformation
AAAI 2023
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
IJCAI 2022