Song, Siyang

21 publications

AAAI 2025 CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen

AAAI 2025 DepMGNN: Matrixial Graph Neural Network for Video-Based Automatic Depression Assessment Zijian Wu, Leijing Zhou, Shuanglin Li, Changzeng Fu, Jun Lu, Jing Han, Yi Zhang, Zhuang Zhao, Siyang Song

ICCV 2025 Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling Zenghao Niu, Weicheng Xie, Siyang Song, Zitong Yu, Feng Liu, Linlin Shen

AAAI 2025 MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models Xilin He, Haijian Liang, Boyi Peng, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Zitong Yu

NeurIPS 2025 OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions Cheng Luo, Jianghui Wang, Bing Li, Siyang Song, Bernard Ghanem

AAAI 2025 PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Xilin He, Lu Liu, Linlin Shen, Wei Zhang, Hatice Gunes, Siyang Song

ICCV 2025 SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data Xilin He, Cheng Luo, Xiaole Xian, Bing Li, Muhammad Haris Khan, Zongyuan Ge, Weicheng Xie, Siyang Song, Linlin Shen, Bernard Ghanem, Xiangyu Yue

WACV 2025 Towards Robust Training via Gradient-Diversified Backpropagation Xilin He, Cheng Luo, Qinliang Lin, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Linlin Shen

CVPR 2024 Advancing Saliency Ranking with Human Fixations: Dataset Models and Benchmarks Bowen Deng, Siyang Song, Andrew P. French, Denis Schluppeck, Michael P. Pound

AAAI 2024 Boosting Adversarial Transferability Across Model Genus by Deformation-Constrained Warping Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song

NeurIPS 2024 CemiFace: Center-Based Semi-Hard Synthetic Face Generation for Face Recognition Zhonglin Sun, Siyang Song, Ioannis Patras, Georgios Tzimiropoulos

CVPR 2024 Domain Separation Graph Neural Networks for Saliency Object Ranking Zijian Wu, Jun Lu, Jing Han, Lianfa Bai, Yi Zhang, Zhuang Zhao, Siyang Song

ECCV 2024 MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise Qingzheng Huang, Xilin He, Xiaole Xian, Qinliang Lin, Weicheng Xie, Siyang Song, Linlin Shen, Zitong Yu

CVPR 2024 Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen

NeurIPS 2024 Towards Combating Frequency Simplicity-Biased Learning for Domain Generalization Xilin He, Jingyu Hu, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Muhammad Haris Khan, Linlin Shen

AAAI 2023 Fourier-Net: Fast Image Registration with Band-Limited Deformation Xi Jia, Joseph Bartlett, Wei Chen, Siyang Song, Tianyang Zhang, Xinxing Cheng, Wenqi Lu, Zhaowen Qiu, Jinming Duan

ICCV 2023 Shift from Texture-Bias to Shape-Bias: Edge Deformation-Based Augmentation for Robust Object Recognition Xilin He, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Feng Liu, Linlin Shen

CVPRW 2023 Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen

ECCVW 2022 Deep Learning-Based Assessment of Facial Periodic Affect in Work-like Settings Siyang Song, Yiming Luo, Vincenzo Ronca, Gianluca Borghini, Hesam Sagha, Vera Barbara Rick, Alexander Mertens, Hatice Gunes

IJCAI 2022 Learning Multi-Dimensional Edge Feature-Based AU Relation Graph for Facial Action Unit Recognition Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes

ICCVW 2019 Dynamic Facial Models for Video-Based Dimensional Affect Estimation Siyang Song, Enrique Sánchez-Lozano, Mani Kumar Tellamekala, Linlin Shen, Alan Johnston, Michel F. Valstar