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Siyang Song
Siyang Song
Lecturer (AP), University of Exeter
Verified email at cam.ac.uk - Homepage
Title
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Cited by
Year
AVEC 2019 workshop and challenge: state-of-mind, detecting depression with AI, and cross-cultural affect recognition
F Ringeval, B Schuller, M Valstar, N Cummins, R Cowie, L Tavabi, ...
Proceedings of the 9th International on Audio/visual Emotion Challenge and …, 2019
4872019
Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
C Luo*, S Song*, W Xie, L Shen, H Gunes
IJCAI 2022, 2022
1882022
Spectral representation of behaviour primitives for depression analysis
S Song, S Jaiswal, L Shen, M Valstar
IEEE Transactions on Affective Computing (TAFFC 2022 Best Paper Runner Up …, 2022
1712022
Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features
S Song, L Shen, M Valstar
2018 13th IEEE international conference on automatic face & gesture …, 2018
1502018
Self-supervised learning of person-specific facial dynamics for automatic personality recognition
S Song, S Jaiswal, E Sanchez, G Tzimiropoulos, L Shen, M Valstar
IEEE Transactions on Affective Computing 14 (1), 178-195, 2021
752021
Emopain challenge 2020: Multimodal pain evaluation from facial and bodily expressions
JO Egede, S Song, TA Olugbade, C Wang, CDC Amanda, H Meng, ...
2020 15th IEEE International Conference on Automatic Face and Gesture …, 2020
75*2020
Noise invariant frame selection: a simple method to address the background noise problem for text-independent speaker verification
S Song, S Zhang, BW Schuller, L Shen, M Valstar
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
752018
Logcan++: Adaptive local-global class-aware network for semantic segmentation of remote sensing images
X Ma, R Lian, Z Wu, H Guo, F Yang, M Ma, S Wu, Z Du, W Zhang, S Song
IEEE Transactions on Geoscience and Remote Sensing, 2025
662025
Automatic prediction of depression and anxiety from behaviour and personality attributes
S Jaiswal, S Song, M Valstar
2019 8th international conference on affective computing and intelligent …, 2019
632019
Learning Person-specific Cognition from Facial Reactions for Automatic Personality Recognition
S Song, Z Shao, S Jaiswal, L Shen, M Valstar, H Gunes
IEEE Transactions on Affective Computing, 2023
62*2023
Personality recognition by modelling person-specific cognitive processes using graph representation
Z Shao, S Song, S Jaiswal, L Shen, M Valstar, H Gunes
Proceedings of the 29th ACM international conference on multimedia, 357-366, 2021
622021
Fourier-net: Fast image registration with band-limited deformation
X Jia, J Bartlett, W Chen, S Song, T Zhang, X Cheng, W Lu, Z Qiu, J Duan
Proceedings of the AAAI Conference on Artificial Intelligence 37 (1), 1015-1023, 2023
562023
Two-stage temporal modelling framework for video-based depression recognition using graph representation
J Xu, H Gunes, K Kusumam, M Valstar, S Song
IEEE Transactions on Affective Computing 16 (1), 161-178, 2024
542024
An open-source benchmark of deep learning models for audio-visual apparent and self-reported personality recognition
R Liao, S Song, H Gunes
IEEE Transactions on Affective Computing, 2024
432024
React2023: The first multiple appropriate facial reaction generation challenge
S Song, M Spitale, C Luo, G Barquero, C Palmero, S Escalera, M Valstar, ...
Proceedings of the 31st ACM International Conference on Multimedia, 9620-9624, 2023
422023
Gratis: Deep learning graph representation with task-specific topology and multi-dimensional edge features
S Song, Y Song, C Luo, Z Song, S Kuzucu, X Jia, Z Guo, W Xie, L Shen, ...
arXiv preprint arXiv:2211.12482, 2022
342022
Unsupervised fNIRS feature extraction with CAE and ESN autoencoder for driver cognitive load classification
R Liu, B Reimer, S Song, B Mehler, E Solovey
Journal of Neural Engineering 18 (3), 036002, 2021
312021
Multiple Appropriate Facial Reaction Generation in Dyadic Interaction Settings: What, Why and How?
S Song, M Spitale, Y Luo, B Bal, H Gunes
arXiv e-prints, arXiv: 2302.06514, 2023
302023
Dynamic facial models for video-based dimensional affect estimation
S Song, E Sánchez-Lozano, M Kumar Tellamekala, L Shen, A Johnston, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
292019
Boosting adversarial transferability across model genus by deformation-constrained warping
Q Lin, C Luo, Z Niu, X He, W Xie, Y Hou, L Shen, S Song
Proceedings of the AAAI Conference on Artificial Intelligence 38 (4), 3459-3467, 2024
282024
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