Siyang Song
23 papers · 2022–2026 · 9 venues · across top CS/AI venues
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Deep Learning
(18)
Machine Learning
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Computer Vision
(14)
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(11)
Artificial Intelligence
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(10)
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(8)
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(7)
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(7)
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Keywords
graph neural network
(5)
diffusion model
(3)
facial action unit
(3)
fourier domain
(2)
video analysis
(2)
facial action unit recognition
(2)
text-to-image generation
(2)
video understanding
(2)
object detection
(2)
generative model
(2)
spatio-temporal modeling
(2)
adversarial transferability
(2)
domain generalization
(2)
neural network
(2)
adversarial robustness
(2)
face recognition
(2)
data augmentation
(2)
adversarial training
(2)
weakly supervised learning
(1)
graph representation learning
(1)
Papers
Explainable Depression Assessment from Face Videos by Weakly Supervised Learning
AAAI 2026
Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition
AAAI 2026
MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation
AAAI 2026
PureCC: Pure Learning for Text-to-Image Concept Customization
CVPR 2026
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing
AAAI 2025
DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment
AAAI 2025
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling
ICCV 2025
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition
EMNLP 2025
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models
AAAI 2025
PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation
AAAI 2025
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data
ICCV 2025
Towards Robust Training via Gradient-Diversified Backpropagation
WACV 2025
Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks
CVPR 2024
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping
AAAI 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
NeurIPS 2024
Domain Separation Graph Neural Networks for Saliency Object Ranking
CVPR 2024
MTaDCS: Moving Trace and Feature Density-based Confidence Sample Selection under Label Noise
ECCV 2024
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
CVPR 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization
NeurIPS 2024
Fourier-Net: Fast Image Registration with Band-Limited Deformation
AAAI 2023
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
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
IJCAI 2022