Siyang Song

148 papers A* 24A 5B 10C 1Misc 9Journal 84Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies.
CoRR
Hanzhong Zhang, Siyang Song, Jindong Wang
2026 J jnl
Beyond Segmentation: An Oil Spill Change Detection Framework Using Synthetic SAR Imagery.
CoRR
Chenyang Lai, Shuaiyu Chen, Tianjin Huang, Siyang Song, Guangliang Cheng, Chunbo Luo, Zeyu Fu
2026 J jnl
CPG: Contrastive Patch-Graph learning for 3D point cloud.
Pattern Recognit.
Junjie Zhou, Yingde Song, Chinwai Chiu, Yongping Xiong, Yuxin Luo, Siyang Song
2026 J jnl
ECHO: Towards Emotionally Appropriate and Contextually Aware Interactive Head Generation.
CoRR
Xiangyu Kong, Xiaoyu Jin, Yihan Pan, Haoqin Sun, Hengde Zhu, Xiaoming Xu, Xiaoming Wei, Lu Liu, Siyang Song
2026 A* conf
Explainable Depression Assessment from Face Videos by Weakly Supervised Learning.
AAAI
Rongfan Liao, Xiangyu Kong, Shiqing Tang, Lang He, Changzeng Fu, Weicheng Xie, Xiaofeng Liu, Lu Liu, Siyang Song
2026 J jnl
Graph in Graph Neural Network.
Int. J. Comput. Vis.
Jiongshu Wang, Jing Yang, Jiankang Deng, Hatice Gunes, Siyang Song
2026 A* conf
Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition.
AAAI
Xiangyu Kong, Hengde Zhu, Haoqin Sun, Zhihao Guo, Jiayan Gu, Xinyi Ni, Wei Zhang, Shizhe Liu, Siyang Song
2026 A* conf
MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation.
AAAI
Xiangdong Li, Ye Lou, Ao Gao, Wei Zhang, Siyang Song
2026 J jnl
MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation.
CoRR
Xiangdong Li, Ye Lou, Ao Gao, Wei Zhang, Siyang Song
2026 J jnl
PureCC: Pure Learning for Text-to-Image Concept Customization.
CoRR
Zhichao Liao, Xiaole Xian, Qingyu Li, Wenyu Qin, Meng Wang, Weicheng Xie, Siyang Song, Pingfa Feng, Long Zeng, Liang Pan
2026 J jnl
RA3-FDA: Resource-adaptive federated domain adaptation with dual heterogeneity awareness for EEG-based depression detection.
Expert Syst. Appl.
Lang He, Yan Liu, Yimeng Wang, Siyang Song, Huaning Wang, Haifeng Chen, Jiewei Jiang, Dongmei Jiang, Jie Zhang, Prayag Tiwari, Guangxin Guo, Min Fang, Jiaqing Liu
2026 J jnl
Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategy.
Inf. Fusion
Shiling Wu, Siyang Song, Songhe Deng, Weicheng Xie, Linlin Shen
2025 Misc conf
A Frequency-aware Augmentation Network for Mental Disorders Assessment from Audio.
ICASSP
Shuanglin Li, Siyang Song, Rajesh Nair, Syed Mohsen Naqvi
2025 J jnl
A Multi-Scale Feature Refinement and Dual-Attention Enhanced Dynamic Convolutional Network for Speech-Based Depression and ADHD Assessment.
IEEE Trans. Affect. Comput.
Shuanglin Li, Siyang Song, Syed Mohsen Naqvi
2025 J jnl
Automatic Depression Assessment using Machine Learning: A Comprehensive Survey.
CoRR
Siyang Song, Yupeng Huo, Shiqing Tang, Jiaee Cheong, Rui Gao, Michel F. Valstar, Hatice Gunes
2025 J jnl
Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification.
CoRR
Wennuo Yang, Shiling Wu, Yuzhi Zhou, Cheng Luo, Xilin He, Weicheng Xie, Linlin Shen, Siyang Song
2025 A* conf
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing.
AAAI
Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen
2025 J jnl
CD-Lamba: Boosting Remote Sensing Change Detection via a Cross-Temporal Locally Adaptive State Space Model.
CoRR
Zhenkai Wu, Xiaowen Ma, Rongrong Lian, Kai Zheng, Mengting Ma, Wei Zhang, Siyang Song
2025 B conf
CauSkelNet: Causal Representation Learning for Human Behaviour Analysis.
FG
Xingrui Gu, Chuyi Jiang, Erte Wang, Zekun Wu, Qiang Cui, Leimin Tian, Lianlong Wu, Siyang Song, Chuang Yu
2025 A conf
D
ECAI
Yuhang Guo, Kaijun Deng, Siyang Song, Jindong Xie, Wenhui Ma, Linlin Shen
2025 Misc conf
DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis.
ICASSP
Kaijun Deng, Dezhi Zheng, Jindong Xie, Jinbao Wang, Weicheng Xie, Linlin Shen, Siyang Song
2025 J jnl
D^3-Talker: Dual-Branch Decoupled Deformation Fields for Few-Shot 3D Talking Head Synthesis.
CoRR
Yuhang Guo, Kaijun Deng, Siyang Song, Jindong Xie, Wenhui Ma, Linlin Shen
2025 J jnl
Deep spatial-spectral fusion transformer for remote sensing pansharpening.
Inf. Fusion
Mengting Ma, Yizhen Jiang, Mengjiao Zhao, Xiaowen Ma, Wei Zhang, Siyang Song
2025 A* conf
DepMGNN: Matrixial Graph Neural Network for Video-based Automatic Depression Assessment.
AAAI
Zijian Wu, Leijing Zhou, Shuanglin Li, Changzeng Fu, Jun Lu, Jing Han, Yi Zhang, Zhuang Zhao, Siyang Song
2025 J jnl
Enhancing Adversarial Transferability by Balancing Exploration and Exploitation with Gradient-Guided Sampling.
CoRR
Zenghao Niu, Weicheng Xie, Siyang Song, Zitong Yu, Feng Liu, Linlin Shen
2025 — conf
Face Video Steganography for Privacy-Protection Automatic Depression Assessment.
ICCVW
Xinyi Ni, Zijian Wu, Lu Liu, Siyang Song
2025 J jnl
Facial action units guided graph representation learning for multimodal depression detection.
Neurocomputing
Changzeng Fu, Fengkui Qian, Yikai Su, Kaifeng Su, Siyang Song, Mingyue Niu, Jiaqi Shi, Zhigang Liu, Chaoran Liu, Carlos Toshinori Ishi, Hiroshi Ishiguro
2025 J jnl
FairMT: Fairness for Heterogeneous Multi-Task Learning.
CoRR
Guanyu Hu, Tangzheng Lian, Na Yan, Dimitrios Kollias, Xinyu Yang, Oya Çeliktutan, Siyang Song, Zeyu Fu
2025 J jnl
Frequency Restoration and Modality Enforcement towards Resisting-corruption Multimodal Sentiment Analysis.
ACM Trans. Multim. Comput. Commun. Appl.
Weicheng Xie, Haijian Liang, Zenghao Niu, Xianxu Hou, Siyang Song, Zitong Yu, Linlin Shen
2025 J jnl
Generalization-Enhanced Feature-Wise and Correlation Attentions for Cross-Database Facial Expression Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Weicheng Xie, Tao Zhong, Fan Yang, Siyang Song, Zitong Yu, Linlin Shen
2025 Misc conf
Hierarchical Multimodal Decoupling-Fusion Framework for offline Multiple Appropriate Facial Reaction Generation.
ICASSP
Qincheng Lv, Xiaofeng Liu, Jie Li, Rongrong Ni, Pujun Xue, Siyang Song
2025 J jnl
LOGCAN++: Adaptive Local-Global Class-Aware Network for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Xiaowen Ma, Rongrong Lian, Zhenkai Wu, Hongbo Guo, Fan Yang, Mengting Ma, Sensen Wu, Zhenhong Du, Wei Zhang, Siyang Song
2025 J jnl
Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition.
CoRR
Xiangyu Kong, Hengde Zhu, Haoqin Sun, Zhihao Guo, Jiayan Gu, Xinyi Ni, Wei Zhang, Shizhe Liu, Siyang Song
2025 A conf
Learning from Human Conversations: A Seq2Seq based Multi-modal Robot Facial Expression Reaction Framework in HRI.
IROS
Zhegong Shangguan, Xiaoxuan Hei, Fangjun Li, Chuang Yu, Siyang Song, Jianzhuang Zhao, Angelo Cangelosi, Adriana Tapus
2025 — conf
Leveraging Deep Facial Priors for Offline Multiple Appropriate Facial Reaction Generation.
DSP
Shuanglin Li, Douglas Amobi Amoke, Siyang Song, Syed Mohsen Naqvi
2025 Misc conf
M
ICASSP
Changzeng Fu, Kaifeng Su, Yikai Su, Fengkui Qian, Yixuan Zhang, Chaoran Liu, Siyang Song, Le Yang, Xiaoyong Lv, Peng Shan, Yuliang Zhao
2025 A* conf
MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition.
EMNLP
Zhongyu Yang, Junhao Song, Siyang Song, Wei Pang, Yingfang Yuan
2025 A* conf
MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models.
AAAI
Xilin He, Haijian Liang, Boyi Peng, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Zitong Yu
2025 J jnl
Multimodal Depression Assessment Framework Integrating Personality and Gait for Older Adults With Medical Conditions.
IEEE Trans. Affect. Comput.
Yuliang Zhao, Huawei Zhang, Jian Li, Siyang Song, Chao Lian, Yinghao Liu, Yulin Wang, Changzeng Fu
2025 J jnl
Multimodal Emotion Fusion Mechanism and Empathetic Responses in Companion Robots.
IEEE Trans. Cogn. Dev. Syst.
Xiaofeng Liu, Qincheng Lv, Jie Li, Siyang Song, Angelo Cangelosi
2025 J jnl
OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions.
CoRR
Cheng Luo, Jianghui Wang, Bing Li, Siyang Song, Bernard Ghanem
2025 — conf
Online Emotion-Driven Generation of Multiple Appropriate Facial Reactions.
CCBR
Jiajian Huang, Siyang Song, Xiangyu Kong, Weicheng Xie, Linlin Shen, Zitong Yu
2025 J jnl
Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking.
CoRR
Pujun Xue, Junyi Ge, Xiaotong Jiang, Siyang Song, Zijian Wu, Yupeng Huo, Weicheng Xie, Linlin Shen, Xiaoqin Zhou, Xiaofeng Liu, Min Gu
2025 A* conf
PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation.
AAAI
Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Xilin He, Lu Liu, Linlin Shen, Wei Zhang, Hatice Gunes, Siyang Song
2025 A* conf
REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge.
ACM Multimedia
Siyang Song, Micol Spitale, Xiangyu Kong, Hengde Zhu, Cheng Luo, Cristina Palmero, Germán Barquero, Sergio Escalera, Michel F. Valstar, Mohamed Daoudi, Tobias Baur, Fabien Ringeval, Andrew Howes, Elisabeth André, Hatice Gunes
2025 J jnl
REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge.
CoRR
Siyang Song, Micol Spitale, Xiangyu Kong, Hengde Zhu, Cheng Luo, Cristina Palmero, Germán Barquero, Sergio Escalera, Michel F. Valstar, Mohamed Daoudi, Tobias Baur, Fabien Ringeval, Andrew Howes, Elisabeth André, Hatice Gunes
2025 — conf
ReChar: Revitalising Characters with Structure Preserved and User-Specified Aesthetic Enhancements.
SIGGRAPH Asia Technical Communications
Zhongyu Yang, Junhao Song, Zhang Luo, Zuhao Yang, Yang Xu, Jingfen Lan, Yonghan Zhang, Wei Pang, Siyang Song, Yingfang Yuan
2025 A* conf
ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model.
ACM Multimedia
Cheng Luo, Siyang Song, Siyuan Yan, Zhen Yu, Zongyuan Ge
2025 J jnl
ReactDiff: Fundamental Multiple Appropriate Facial Reaction Diffusion Model.
CoRR
Luo Cheng, Siyang Song, Siyuan Yan, Yu Zhen, Zongyuan Ge
2025 J jnl
ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions.
IEEE Trans. Vis. Comput. Graph.
Cheng Luo, Siyang Song, Wei-Cheng Xie, Micol Spitale, Zongyuan Ge, Linlin Shen, Hatice Gunes
2025 A* conf
Smooth Online Multiple Appropriate Facial Reaction Generation.
ACM Multimedia
Weicheng Xie, Chunlin Yan, Siyang Song, Zitong Yu, Linlin Shen, Laizhong Cui
2025 J jnl
Supervised Detail-Guided Multiscale State-Space Model for Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens.
Mengjiao Zhao, Mengting Ma, Xiangdong Li, Xiaowen Ma, Wei Zhang, Siyang Song
2025 J jnl
SymGraphAU: Prior knowledge based symbolic graph for action unit recognition.
Pattern Recognit.
Wei-Cheng Xie, Fan Yang, Junliang Zhang, Siyang Song, Linlin Shen, Zitong Yu, Cheng Luo
2025 A* conf
The First MPDD Challenge: Multimodal Personality-aware Depression Detection.
ACM Multimedia
Changzeng Fu, Zelin Fu, Qi Zhang, Xinhe Kuang, Jiacheng Dong, Kaifeng Su, Yikai Su, Wenbo Shi, Junfeng Yao, Yuliang Zhao, Shiqi Zhao, Jiadong Wang, Siyang Song, Chaoran Liu, Yuichiro Yoshikawa, Björn W. Schuller, Hiroshi Ishiguro
2025 J jnl
The First MPDD Challenge: Multimodal Personality-aware Depression Detection.
CoRR
Changzeng Fu, Zelin Fu, Qi Zhang, Xinhe Kuang, Jiacheng Dong, Kaifeng Su, Yikai Su, Wenbo Shi, Junfeng Yao, Yuliang Zhao, Shiqi Zhao, Jiadong Wang, Siyang Song, Chaoran Liu, Yuichiro Yoshikawa, Björn W. Schuller, Hiroshi Ishiguro
2025 A conf
Towards Robust Training via Gradient-Diversified Backpropagation.
WACV
Xilin He, Cheng Luo, Qinliang Lin, Weicheng Xie, Muhammad Haris Khan, Siyang Song, Linlin Shen
2025 J jnl
Two-Stage Temporal Modelling Framework for Video-Based Depression Recognition Using Graph Representation.
IEEE Trans. Affect. Comput.
Jiaqi Xu, Hatice Gunes, Keerthy Kusumam, Michel F. Valstar, Siyang Song
2025 J jnl
Unleashing Fourier-Domain Potential: Spatial-Spectral Reconstruction Framework for Remote Sensing Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Mengting Ma, Yizhen Jiang, Mengjiao Zhao, Xiaowen Ma, Wei Zhang, Siyang Song
2024 — conf
A Novel Graph-Representation-Based Multi-Scale Feature Fusion Approach for Road Segmentation.
ICNSC
Zhenyang Li, Siyang Song, Fuxiang Chen, Lu Liu
2024 A* conf
Advancing Saliency Ranking with Human Fixations: Dataset, Models and Benchmarks.
CVPR
Bowen Deng, Siyang Song, Andrew P. French, Denis Schluppeck, Michael P. Pound
2024 J jnl
An Open-Source Benchmark of Deep Learning Models for Audio-Visual Apparent and Self-Reported Personality Recognition.
IEEE Trans. Affect. Comput.
Rongfan Liao, Siyang Song, Hatice Gunes
2024 A* conf
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping.
AAAI
Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song
2024 J jnl
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping.
CoRR
Qinliang Lin, Cheng Luo, Zenghao Niu, Xilin He, Weicheng Xie, Yuanbo Hou, Linlin Shen, Siyang Song
2024 J jnl
CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing.
CoRR
Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen
2024 B conf
CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition.
IJCB
Junliang Zhang, Xu Liu, Yu Liang, Xiaole Xian, Weicheng Xie, Linlin Shen, Siyang Song
2024 J jnl
CauSkelNet: Causal Representation Learning for Human Behaviour Analysis.
CoRR
Xingrui Gu, Chuyi Jiang, Erte Wang, Zekun Wu, Qiang Cui, Leimin Tian, Lianlong Wu, Siyang Song, Chuang Yu
2024 A* conf
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition.
NeurIPS
Zhonglin Sun, Siyang Song, Ioannis Patras, Georgios Tzimiropoulos
2024 J jnl
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition.
CoRR
Zhonglin Sun, Siyang Song, Ioannis Patras, Georgios Tzimiropoulos
2024 Misc conf
Circular Decomposition and Cross-Modal Recombination for Multimodal Sentiment Analysis.
ICASSP
Haijian Liang, Weicheng Xie, Xilin He, Siyang Song, Linlin Shen
2024 C conf
Community Hiding Algorithm Based on Likelihood Analysis Method in Link Prediction.
ISPA
Ya-Si Wang, Lei-lei Shi, Zixuan Han, Lu Liu, Siyang Song, Liming Chen
2024 J jnl
Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition.
IEEE Trans. Image Process.
Weicheng Xie, Zhibin Peng, Linlin Shen, Wenya Lu, Yang Zhang, Siyang Song
2024 J jnl
DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis.
CoRR
Kaijun Deng, Dezhi Zheng, Jindong Xie, Jinbao Wang, Weicheng Xie, Linlin Shen, Siyang Song
2024 A conf
Deep Unfolding Network with Spatial-spectral Perception Enhanced for Pan-sharpening.
BMVC
Mengjiao Zhao, Mengting Ma, Xiangdong Li, Ao Gao, Siyang Song, Wei Zhang
2024 A* conf
Domain Separation Graph Neural Networks for Saliency Object Ranking.
CVPR
Zijian Wu, Jun Lu, Jing Han, Lianfa Bai, Yi Zhang, Zhuang Zhao, Siyang Song
2024 J jnl
Generative Imperceptible Attack With Feature Learning Bias Reduction and Multi-Scale Variance Regularization.
IEEE Trans. Inf. Forensics Secur.
Weicheng Xie, Zenghao Niu, Qinliang Lin, Siyang Song, Linlin Shen
2024 J jnl
Graph in Graph Neural Network.
CoRR
Jiongshu Wang, Jing Yang, Jiankang Deng, Hatice Gunes, Siyang Song
2024 J jnl
LOGCAN++: Local-global class-aware network for semantic segmentation of remote sensing images.
CoRR
Xiaowen Ma, Rongrong Lian, Zhenkai Wu, Hongbo Guo, Mengting Ma, Sensen Wu, Zhenhong Du, Siyang Song, Wei Zhang
2024 — conf
Learning Graph Representation for Predicting Student Mental Wellbeing in Robot Assisted Journal Writing Context.
ACII (Workshops and Demos)
Batuhan Sayis, Rui Gao, Siyang Song, Hatice Gunes
2024 J jnl
Loss Relaxation Strategy for Noisy Facial Video-based Automatic Depression Recognition.
ACM Trans. Comput. Heal.
Siyang Song, Yiming Luo, Tugba Tümer, Changzeng Fu, Michel F. Valstar, Hatice Gunes
2024 Misc conf
MERG: Multi-Dimensional Edge Representation Generation Layer for Graph Neural Networks.
ICASSP
Yuxin Song, Cheng Luo, Aaron Jackson, Xi Jia, Weicheng Xie, Linlin Shen, Hatice Gunes, Siyang Song
2024 — conf
MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise.
ECCV (71)
Qingzheng Huang, Xilin He, Xiaole Xian, Qinliang Lin, Weicheng Xie, Siyang Song, Linlin Shen, Zitong Yu
2024 Misc conf
Multi-Level Graph Learning For Audio Event Classification And Human-Perceived Annoyance Rating Prediction.
ICASSP
Yuanbo Hou, Qiaoqiao Ren, Siyang Song, Yuxin Song, Wenwu Wang, Dick Botteldooren
2024 A* conf
Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition.
CVPR
Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen
2024 B conf
Multi-modal Human Behaviour Graph Representation Learning for Automatic Depression Assessment.
FG
Haotian Shen, Siyang Song, Hatice Gunes
2024 J jnl
Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition.
CoRR
Zihan Wang, Siyang Song, Cheng Luo, Songhe Deng, Weicheng Xie, Linlin Shen
2024 J jnl
Network characteristics adaption and hierarchical feature exploration for robust object recognition.
Pattern Recognit.
Weicheng Xie, Cheng Luo, Gui Wang, Linlin Shen, Zhihui Lai, Siyang Song
2024 A* conf
PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation.
ACM Multimedia
Hengde Zhu, Xiangyu Kong, Weicheng Xie, Xin Huang, Linlin Shen, Lu Liu, Hatice Gunes, Siyang Song
2024 B conf
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge.
FG
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
2024 J jnl
REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge.
CoRR
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
2024 J jnl
Rethinking Remote Sensing Change Detection With A Mask View.
CoRR
Xiaowen Ma, Zhenkai Wu, Rongrong Lian, Wei Zhang, Siyang Song
2024 B conf
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation.
IJCB
Guanyu Hu, Jie Wei, Siyang Song, Dimitrios Kollias, Xinyu Yang, Zhonglin Sun, Odysseus Kaloidas
2024 J jnl
Robust Facial Reactions Generation: An Emotion-Aware Framework with Modality Compensation.
CoRR
Guanyu Hu, Jie Wei, Siyang Song, Dimitrios Kollias, Xinyu Yang, Zhonglin Sun, Odysseus Kaloidas
2024 Misc conf
Scale-Free And Task-Generic Attack: Generating Photo-Realistic Adversarial Patterns With Patch Quilting Generator.
ICASSP
Xiangbo Gao, Qinliang Lin, Cheng Luo, Weicheng Xie, Linlin Shen, Keerthy Kusumam, Siyang Song
2024 J jnl
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data.
CoRR
Xilin He, Cheng Luo, Xiaole Xian, Bing Li, Siyang Song, Muhammad Haris Khan, Weicheng Xie, Linlin Shen, Zongyuan Ge
2024 A* conf
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization.
NeurIPS
Xilin He, Jingyu Hu, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Muhammad Haris Khan, Linlin Shen
2024 J jnl
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization.
CoRR
Xilin He, Jingyu Hu, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Muhammad Haris Khan, Linlin Shen
2024 J jnl
Unlocking Human-Like Facial Expressions in Humanoid Robots: A Novel Approach for Action Unit Driven Facial Expression Disentangled Synthesis.
IEEE Trans. Robotics
Xiaofeng Liu, Rongrong Ni, Biao Yang, Siyang Song, Angelo Cangelosi
2023 — conf
A Framework for Automatic Personality Recognition in Dyadic Interactions.
ACIIW
Euodia Dodd, Siyang Song, Hatice Gunes
2023 J jnl
Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification.
CoRR
Yuanbo Hou, Siyang Song, Chuang Yu, Wenwu Wang, Dick Botteldooren
2023 J jnl
Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification.
IEEE Signal Process. Lett.
Yuanbo Hou, Siyang Song, Chuang Yu, Wenwu Wang, Dick Botteldooren
2023 J jnl
Diverse local facial behaviors learning from enhanced expression flow for microexpression recognition.
Knowl. Based Syst.
Rongrong Ni, Biao Yang, Xu Zhou, Siyang Song, Xiaofeng Liu
2023 J jnl
Emotion Recognition Through Combining EEG and EOG Over Relevant Channels With Optimal Windowing.
IEEE Trans. Hum. Mach. Syst.
Huili Cai, Xiaofeng Liu, Rongrong Ni, Siyang Song, Angelo Cangelosi
2023 A* conf
Fourier-Net: Fast Image Registration with Band-Limited Deformation.
AAAI
Xi Jia, Joseph Bartlett, Wei Chen, Siyang Song, Tianyang Zhang, Xinxing Cheng, Wenqi Lu, Zhaowen Qiu, Jinming Duan
2023 — conf
Human Gesture Recognition with a Flow-based Model for Human Robot Interaction.
HRI (Companion)
Lanmiao Liu, Chuang Yu, Siyang Song, Zhidong Su, Adriana Tapus
2023 A conf
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning.
INTERSPEECH
Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren
2023 J jnl
Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning.
CoRR
Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren
2023 J jnl
Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition.
IEEE Trans. Affect. Comput.
Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
2023 J jnl
MRecGen: Multimodal Appropriate Reaction Generator.
CoRR
Jiaqi Xu, Cheng Luo, Weicheng Xie, Linlin Shen, Xiaofeng Liu, Lu Liu, Hatice Gunes, Siyang Song
2023 J jnl
Multi-level graph learning for audio event classification and human-perceived annoyance rating prediction.
CoRR
Yuanbo Hou, Qiaoqiao Ren, Siyang Song, Yuxin Song, Wenwu Wang, Dick Botteldooren
2023 J jnl
Multiple Appropriate Facial Reaction Generation in Dyadic Interaction Settings: What, Why and How?
CoRR
Siyang Song, Micol Spitale, Yiming Luo, Batuhan Bal, Hatice Gunes
2023 A* conf
REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge.
ACM Multimedia
Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
2023 J jnl
REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge.
CoRR
Siyang Song, Micol Spitale, Cheng Luo, Germán Barquero, Cristina Palmero, Sergio Escalera, Michel F. Valstar, Tobias Baur, Fabien Ringeval, Elisabeth André, Hatice Gunes
2023 J jnl
ReactFace: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions.
CoRR
Cheng Luo, Siyang Song, Weicheng Xie, Micol Spitale, Linlin Shen, Hatice Gunes
2023 J jnl
Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation.
CoRR
Tong Xu, Micol Spitale, Hao Tang, Lu Liu, Hatice Gunes, Siyang Song
2023 J jnl
Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition.
IEEE Trans. Affect. Comput.
Siyang Song, Shashank Jaiswal, Enrique Sánchez-Lozano, Georgios Tzimiropoulos, Linlin Shen, Michel F. Valstar
2023 A* conf
Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition.
ICCV
Xilin He, Qinliang Lin, Cheng Luo, Weicheng Xie, Siyang Song, Feng Liu, Linlin Shen
2023 — conf
Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection.
CVPR Workshops
Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen
2023 J jnl
Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection.
CoRR
Zihan Wang, Siyang Song, Cheng Luo, Yuzhi Zhou, Shiling Wu, Weicheng Xie, Linlin Shen
2022 J jnl
A Tool to Facilitate the Cross-Cultural Design Process Using Deep Learning.
IEEE Trans. Hum. Mach. Syst.
Leijing Zhou, Xu Sun, Guannan Mu, Jiayi Wu, Jiangping Zhou, Qiuning Wu, Yaorun Zhang, Yufan Xi, Nesrin Dilber Günes, Siyang Song
2022 J jnl
An Open-source Benchmark of Deep Learning Models for Audio-visual Apparent and Self-reported Personality Recognition.
CoRR
Rongfan Liao, Siyang Song, Hatice Gunes
2022 — conf
Deep Learning-Based Assessment of Facial Periodic Affect in Work-Like Settings.
ECCV Workshops (5)
Siyang Song, Yiming Luo, Vincenzo Ronca, Gianluca Borghini, Hesam Sagha, Vera Barbara Rick, Alexander Mertens, Hatice Gunes
2022 J jnl
Fourier-Net: Fast Image Registration with Band-limited Deformation.
CoRR
Xi Jia, Joseph Bartlett, Wei Chen, Siyang Song, Tianyang Zhang, Xinxing Cheng, Wenqi Lu, Zhaowen Qiu, Jinming Duan
2022 J jnl
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features.
CoRR
Siyang Song, Yuxin Song, Cheng Luo, Zhiyuan Song, Selim Kuzucu, Xi Jia, Zhijiang Guo, Weicheng Xie, Linlin Shen, Hatice Gunes
2022 A* conf
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition.
IJCAI
Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes
2022 J jnl
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition.
CoRR
Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes
2022 J jnl
Multi-dimensional Edge-based Audio Event Relational Graph Representation Learning for Acoustic Scene Classification.
CoRR
Yuanbo Hou, Siyang Song, Chuang Yu, Yuxin Song, Wenwu Wang, Dick Botteldooren
2022 J jnl
Scale-free Photo-realistic Adversarial Pattern Attack.
CoRR
Xiangbo Gao, Weicheng Xie, Minmin Liu, Cheng Luo, Qinliang Lin, Linlin Shen, Keerthy Kusumam, Siyang Song
2022 J jnl
Spectral Representation of Behaviour Primitives for Depression Analysis.
IEEE Trans. Affect. Comput.
Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar
2022 Misc conf
Statistical, Spectral and Graph Representations for Video-Based Facial Expression Recognition in Children.
ICASSP
Nida Itrat Abbasi, Siyang Song, Hatice Gunes
2021 J jnl
A Parametric Study of Compliant Link Design for Safe Physical Human-Robot Interaction.
Robotica
Yu She, Siyang Song, Hai-Jun Su, Junmin Wang
2021 J jnl
Inferring User Facial Affect in Work-like Settings.
CoRR
Chaudhary Muhammad Aqdus Ilyas, Siyang Song, Hatice Gunes
2021 J jnl
Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition.
CoRR
Siyang Song, Zilong Shao, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
2021 — —
Modelling person-specific and multi-scale facial dynamics for automatic personality and depression analysis.
Siyang Song
2021 A* conf
Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation.
ACM Multimedia
Zilong Shao, Siyang Song, Shashank Jaiswal, Linlin Shen, Michel F. Valstar, Hatice Gunes
2021 J jnl
Two-stage Temporal Modelling Framework for Video-based Depression Recognition using Graph Representation.
CoRR
Jiaqi Xu, Siyang Song, Keerthy Kusumam, Hatice Gunes, Michel F. Valstar
2020 — conf
Analyzing Facial Temporal Patterns for Face Anti-Spoofing.
ICCPR
Jingtian Xia, Siyang Song, Yan Tang, Linlin Shen
2020 B conf
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions.
FG
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
2020 J jnl
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions.
CoRR
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
2020 B conf
Self-supervised learning of Dynamic Representations for Static Images.
ICPR
Siyang Song, Enrique Sanchez, Linlin Shen, Michel F. Valstar
2019 — conf
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
AVEC@MM
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
2019 J jnl
AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition.
CoRR
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
2019 B conf
Automatic prediction of Depression and Anxiety from behaviour and personality attributes.
ACII
Shashank Jaiswal, Siyang Song, Michel F. Valstar
2019 — conf
Dynamic Facial Models for Video-Based Dimensional Affect Estimation.
ICCV Workshops
Siyang Song, Enrique Sánchez-Lozano, Mani Kumar Tellamekala, Linlin Shen, Alan Johnston, Michel F. Valstar
2019 J jnl
Inferring Dynamic Representations of Facial Actions from a Still Image.
CoRR
Siyang Song, Enrique Sánchez-Lozano, Linlin Shen, Alan Johnston, Michel F. Valstar
2019 J jnl
Modeling and control of inherently safe robots with variable stiffness links.
Robotics Auton. Syst.
Siyang Song, Xianpai Zeng, Yu She, Junmin Wang, Hai-Jun Su
2018 B conf
Human Behaviour-Based Automatic Depression Analysis Using Hand-Crafted Statistics and Deep Learned Spectral Features.
FG
Siyang Song, Linlin Shen, Michel F. Valstar
2018 B conf
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification.
IJCNN
Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar
2018 J jnl
Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification.
CoRR
Siyang Song, Shuimei Zhang, Björn W. Schuller, Linlin Shen, Michel F. Valstar