Siyang Song

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 68

Top Topics

Cognitive Processes

Graph Representation

Expression Recognition

Top Venues

IEEE Trans. Affect. Comput.

Publications

Jiongshu Wang, Jing Yang, Jiankang Deng, Hatice Gunes, Siyang Song
Graph in Graph Neural Network. CoRR (2024)
Xiaowen Ma, Rongrong Lian, Zhenkai Wu, Hongbo Guo, Mengting Ma, Sensen Wu, Zhenhong Du, Siyang Song, Wei Zhang
LOGCAN++: Local-global class-aware network for semantic segmentation of remote sensing images. CoRR (2024)
Xiangbo Gao, Qinliang Lin, Cheng Luo, Weicheng Xie, Linlin Shen, Keerthy Kusumam, Siyang Song
Scale-Free And Task-Generic Attack: Generating Photo-Realistic Adversarial Patterns With Patch Quilting Generator. ICASSP (2024)
Guanyu Hu, Jie Wei, Siyang Song, Dimitrios Kollias, Xinyu Yang, Zhonglin Sun, Odysseus Kaloidas
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation. CoRR (2024)
Yuxin Song, Cheng Luo, Aaron Jackson, Xi Jia, Weicheng Xie, Linlin Shen, Hatice Gunes, Siyang Song
MERG: Multi-Dimensional Edge Representation Generation Layer for Graph Neural Networks. ICASSP (2024)
Haotian Shen, Siyang Song, Hatice Gunes
Multi-modal Human Behaviour Graph Representation Learning for Automatic Depression Assessment. FG (2024)
Siyang Song, Micol Spitale, Cheng Luo, Cristina Palmero, Germán Barquero, Hengde Zhu, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. CoRR (2024)
Yuanbo Hou, Qiaoqiao Ren, Siyang Song, Yuxin Song, Wenwu Wang, Dick Botteldooren
Multi-Level Graph Learning For Audio Event Classification And Human-Perceived Annoyance Rating Prediction. ICASSP (2024)
Weicheng Xie, Zhibin Peng, Linlin Shen, Wenya Lu, Yang Zhang, Siyang Song
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition. IEEE Trans. Image Process. 33 (2024)
Siyang Song, Yiming Luo, Tugba Tümer, Changzeng Fu, Michel F. Valstar, Hatice Gunes
Loss Relaxation Strategy for Noisy Facial Video-based Automatic Depression Recognition. ACM Trans. Comput. Heal. 5 (2) (2024)
Siyang Song, Micol Spitale, Cheng Luo, Cristina Palmero, Germán Barquero, Hengde Zhu, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. FG (2024)
Weicheng Xie, Cheng Luo, Gui Wang, Linlin Shen, Zhihui Lai, Siyang Song
Network characteristics adaption and hierarchical feature exploration for robust object recognition. Pattern Recognit. 149 (2024)
Haijian Liang, Weicheng Xie, Xilin He, Siyang Song, Linlin Shen
Circular Decomposition and Cross-Modal Recombination for Multimodal Sentiment Analysis. ICASSP (2024)
Xiaowen Ma, Zhenkai Wu, Rongrong Lian, Wei Zhang, Siyang Song
Rethinking Remote Sensing Change Detection With A Mask View. CoRR (2024)
Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition. CoRR (2024)
Xiaofeng Liu, Rongrong Ni, Biao Yang, Siyang Song, Angelo Cangelosi
Unlocking Human-Like Facial Expressions in Humanoid Robots: A Novel Approach for Action Unit Driven Facial Expression Disentangled Synthesis. IEEE Trans. Robotics 40 (2024)
Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping. AAAI (2024)
Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping. CoRR (2024)
Cheng Luo, Siyang Song, Weicheng Xie, Micol Spitale, Linlin Shen, Hatice Gunes
ReactFace: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions. CoRR (2023)
Xi Jia, Joseph Bartlett, Wei Chen, Siyang Song, Tianyang Zhang, Xinxing Cheng, Wenqi Lu, Zhaowen Qiu, Jinming Duan
Fourier-Net: Fast Image Registration with Band-Limited Deformation. AAAI (2023)
Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, shiling Wu, Weicheng Xie, Linlin Shen
Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection. CoRR (2023)
Siyang Song, Micol Spitale, Yiming Luo, Batuhan Bal, Hatice Gunes
Multiple Appropriate Facial Reaction Generation in Dyadic Interaction Settings: What, Why and How? CoRR (2023)
Tong Xu, Micol Spitale, Hao Tang, Lu Liu, Hatice Gunes, Siyang Song
Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation. CoRR (2023)
Yuanbo Hou, Qiaoqiao Ren, Siyang Song, Yuxin Song, Wenwu Wang, Dick Botteldooren
Multi-level graph learning for audio event classification and human-perceived annoyance rating prediction. CoRR (2023)
Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition. IEEE Trans. Affect. Comput. 14 (4) (2023)
Xilin He, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Feng Liu, Linlin Shen
Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition. ICCV (2023)
Rongrong Ni, Biao Yang, Xu Zhou, Siyang Song, Xiaofeng Liu
Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition. Knowl. Based Syst. 275 (2023)
Siyang Song, Shashank Jaiswal, Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Linlin Shen, Michel F. Valstar
Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition. IEEE Trans. Affect. Comput. 14 (1) (2023)
Jiaqi Xu, Cheng Luo, Weicheng Xie, Linlin Shen, Xiaofeng Liu, Lu Liu, Hatice Gunes, Siyang Song
MRecGen: Multimodal Appropriate Reaction Generator. CoRR (2023)
Euodia Dodd, Siyang Song, Hatice Gunes
A Framework for Automatic Personality Recognition in Dyadic Interactions. ACIIW (2023)
Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge. ACM Multimedia (2023)
Yuanbo Hou, Siyang Song, Chuang Yu, Wenwu Wang, Dick Botteldooren
Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification. IEEE Signal Process. Lett. 30 (2023)
Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning. CoRR (2023)
Yuanbo Hou, Siyang Song, Chuang Yu, Wenwu Wang, Dick Botteldooren
Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification. CoRR (2023)
Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning. INTERSPEECH (2023)
Huili Cai, Xiaofeng Liu, Rongrong Ni, Siyang Song, Angelo Cangelosi
Emotion Recognition Through Combining EEG and EOG Over Relevant Channels With Optimal Windowing. IEEE Trans. Hum. Mach. Syst. 53 (4) (2023)
Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen
Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection. CVPR Workshops (2023)
Lanmiao Liu, Chuang Yu, Siyang Song, Zhidong Su, Adriana Tapus
Human Gesture Recognition with a Flow-based Model for Human Robot Interaction. HRI (Companion) (2023)
Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge. CoRR (2023)
Leijing Zhou, Xu Sun, Guannan Mu, Jiayi Wu, Jiangping Zhou, Qiuning Wu, Yaorun Zhang, Yufan Xi, Nesrin Dilber Günes, Siyang Song
A Tool to Facilitate the Cross-Cultural Design Process Using Deep Learning. IEEE Trans. Hum. Mach. Syst. 52 (3) (2022)
Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar
Spectral Representation of Behaviour Primitives for Depression Analysis. IEEE Trans. Affect. Comput. 13 (2) (2022)
Nida Itrat Abbasi, Siyang Song, Hatice Gunes
Statistical, Spectral and Graph Representations for Video-Based Facial Expression Recognition in Children. ICASSP (2022)
Yuanbo Hou, Siyang Song, Chuang Yu, Yuxin Song, Wenwu Wang, Dick Botteldooren
Multi-dimensional Edge-based Audio Event Relational Graph Representation Learning for Acoustic Scene Classification. CoRR (2022)
Siyang Song, Yuxin Song, Cheng Luo, Zhiyuan Song, Selim Kuzucu, Xi Jia, Zhijiang Guo, Weicheng Xie, Linlin Shen, Hatice Gunes
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features. CoRR (2022)
Rongfan Liao, Siyang Song, Hatice Gunes
An Open-source Benchmark of Deep Learning Models for Audio-visual Apparent and Self-reported Personality Recognition. CoRR (2022)
Xiangbo Gao, Weicheng Xie, Minmin Liu, Cheng Luo, Qinliang Lin, Linlin Shen, Keerthy Kusumam, Siyang Song
Scale-free Photo-realistic Adversarial Pattern Attack. CoRR (2022)
Xi Jia, Joseph Bartlett, Wei Chen, Siyang Song, Tianyang Zhang, Xinxing Cheng, Wenqi Lu, Zhaowen Qiu, Jinming Duan
Fourier-Net: Fast Image Registration with Band-limited Deformation. CoRR (2022)
Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition. CoRR (2022)
Siyang Song, Yiming Luo, Vincenzo Ronca, Gianluca Borghini, Hesam Sagha, Vera Barbara Rick, Alexander Mertens, Hatice Gunes
Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings. ECCV Workshops (5) (2022)
Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition. IJCAI (2022)
Jiaqi Xu, Siyang Song, Keerthy Kusumam, Hatice Gunes, Michel F. Valstar
Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation. CoRR (2021)
Chaudhary Muhammad Aqdus Ilyas, Siyang Song, Hatice Gunes
Inferring User Facial Affect in Work-like Settings. CoRR (2021)
Yu She, Siyang Song, Hai-Jun Su, Junmin Wang
A Parametric Study of Compliant Link Design for Safe Physical Human-Robot Interaction. Robotica 39 (10) (2021)
Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition. CoRR (2021)
Zilong Shao, Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation. ACM Multimedia (2021)
Jingtian Xia, Siyang Song, Yan Tang, Linlin Shen
Analyzing Facial Temporal Patterns for Face Anti-Spoofing. ICCPR (2020)
Siyang Song, Enrique Sanchez, Linlin Shen, Michel F. Valstar
Self-supervised learning of Dynamic Representations for Static Images. ICPR (2020)
Joy Egede, Temitayo A. Olugbade, Chongyang Wang, Siyang Song, Nadia Berthouze, Michel F. Valstar, Amanda C. de C. Williams, Hongying Meng, Min Hane Aung, Nicholas D. Lane
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions. CoRR (2020)
Joy O. Egede, Siyang Song, Temitayo A. Olugbade, Chongyang Wang, Amanda C. de C. Williams, Hongying Meng, Min S. Hane Aung, Nicholas D. Lane, Michel F. Valstar, Nadia Bianchi-Berthouze
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions. FG (2020)
Siyang Song, Enrique Sánchez-Lozano, Linlin Shen, Alan Johnston, Michel F. Valstar
Inferring Dynamic Representations of Facial Actions from a Still Image. CoRR (2019)
Shashank Jaiswal, Siyang Song, Michel F. Valstar
Automatic prediction of Depression and Anxiety from behaviour and personality attributes. ACII (2019)
Siyang Song, Enrique Sánchez-Lozano, Mani Kumar Tellamekala, Linlin Shen, Alan Johnston, Michel F. Valstar
Dynamic Facial Models for Video-Based Dimensional Affect Estimation. ICCV Workshops (2019)
Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. CoRR (2019)
Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Nicholas Cummins, Roddy Cowie, Leili Tavabi, Maximilian Schmitt, Sina Alisamir, Shahin Amiriparian, Eva-Maria Meßner, Siyang Song, Shuo Liu, Ziping Zhao, Adria Mallol-Ragolta, Zhao Ren, Mohammad Soleymani, Maja Pantic
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition. AVEC@MM (2019)
Siyang Song, Xianpai Zeng, Yu She, Junmin Wang, Hai-Jun Su
Modeling and control of inherently safe robots with variable stiffness links. Robotics Auton. Syst. 120 (2019)
Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. CoRR (2018)
Siyang Song, Linlin Shen, Michel F. Valstar
Human Behaviour-Based Automatic Depression Analysis Using Hand-Crafted Statistics and Deep Learned Spectral Features. FG (2018)
Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. IJCNN (2018)