TSception: Capturing Temporal Dynamics and Spatial Asymmetry from EEG for Emotion Recognition Y Ding, N Robinson, S Zhang, Q Zeng, C Guan IEEE Transactions on Affective Computing, 1-13, 2022 | 91 | 2022 |
TSception: A Deep Learning Framework for Emotion Detection Using EEG Y Ding, N Robinson, Q Zeng, D Chen, AAP Wai, TS Lee, C Guan 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 77 | 2020 |
LGGNet: Learning from Local-global-graph Representations for Brain-computer Interface Y Ding, N Robinson, C Tong, Q Zeng, C Guan IEEE Transactions on Neural Networks and Learning Systems, 1-14, 2023 | 33 | 2023 |
Continuous Emotion Recognition with Audio-visual Leader-follower Attentive Fusion S Zhang*, Y Ding*, Z Wei*, C Guan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 23 | 2021 |
Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3 S Zhang, R An, Y Ding, C Guan Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 21 | 2022 |
Audio-visual Attentive Fusion for Continuous Emotion Recognition S Zhang*, Y Ding*, Z Wei*, C Guan arXiv preprint arXiv:2107.01175, 2021 | 6 | 2021 |
Learning Generalized Representations of EEG between Multiple Cognitive Attention Tasks Y Ding*, NWJ Ang*, AAP Wai, C Guan 2021 43rd Annual International Conferences of the IEEE Engineering in …, 2021 | 3 | 2021 |
Aggregating Intrinsic Information to Enhance BCI Performance through Federated Learning R Liu, Y Chen, A Li, Y Ding, H Yu, C Guan Neural Networks, 2024 | 2 | 2024 |
GIGN: Learning Graph-in-graph Representations of EEG Signals for Continuous Emotion Recognition Y Ding, C Guan 45th Annual International Conference of the IEEE Engineering in Medicine …, 2023 | 2 | 2023 |
TESANet: Self-attention network for olfactory EEG classification C Tong, Y Ding, K Lim, Z Zhang, H Zhang, C Guan 2022 IEEE World Congress on Computational Intelligence (IJCNN), 18-23 July, 2022, 2022 | 2 | 2022 |
MASA-TCN: Multi-anchor Space-aware Temporal Convolutional Neural Networks for Continuous and Discrete EEG Emotion Recognition Y Ding*, S Zhang*, C Tang, C Guan IEEE Journal of Biomedical and Health Informatics, DOI:10.1109/JBHI.2024.3392564, 2024 | | 2024 |
Personalized Brain-Computer Interface-based Intervention for Mindful Anxiety Regulation in Young Adults: A Randomized Clinical Trial WJ Tan*, Y Ding*, BX Lin*, N Robinson, Q Zeng, S Zhang, AAP Wai, ... medRxiv, 2024.03. 01.24303187, 2024 | | 2024 |
MTDN: Learning Multiple Temporal Dynamics Representation for Emotional Valence Classification with EEG. C Tong, Y Ding, KJ Lim, C Guan 45th Annual International Conference of the IEEE Engineering in Medicine …, 2023 | | 2023 |
Neurophysiology-inspired Neural Networks for Affective Brain-computer Interfaces Y Ding Nanyang Technological University, Singapore, 2023 | | 2023 |
Motor-Controlled Spindle (MCS) Detection for Primate in BCI System D Chen, R So, Y Ding, C Guan 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 433-436, 2019 | | 2019 |
Intracortical Activity Decoding of Motor Imagery Based on Deep Convolutional Neural Network: A Pilot Study. D Chen, RQ So, Y Ding, C Guan GBCIC, 2019 | | 2019 |