| 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 | 129 | 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 | 97 | 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 | 58 | 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 | 29 | 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 | 27 | 2022 |
| Audio-visual Attentive Fusion for Continuous Emotion Recognition S Zhang*, Y Ding*, Z Wei*, C Guan arXiv preprint arXiv:2107.01175, 2021 | 7 | 2021 |
| 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 | 5 | 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 | 5 | 2022 |
| 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 | 4 | 2024 |
| 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 | 4 | 2021 |
| 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, 2024 | 3 | 2024 |
| EmT: A Novel Transformer for Generalized Cross-subject EEG Emotion Recognition Y Ding, C Tong, S Zhang, M Jiang, Y Li, KLJ Liang, C Guan arXiv preprint arXiv:2406.18345, 2024 | 2 | 2024 |
| EEG-Deformer: A Dense Convolutional Transformer for Brain-computer Interfaces Y Ding, Y Li, H Sun, R Liu, C Tong, C Guan arXiv preprint arXiv:2405.00719, 2024 | 1 | 2024 |
| A Comprehensive Survey on EEG-Based Emotion Recognition: A Graph-Based Perspective C Liu, X Zhou, Y Wu, Y Ding, L Zhai, K Wang, Z Jia, Y Liu arXiv preprint arXiv:2408.06027, 2024 | | 2024 |
| Mental arousal level regulation system and method C Guan, TS Lee, Y Ding, N Robinson, SH Poon, XB Lin, P Bilgin, ... US Patent App. 18/557,090, 2024 | | 2024 |
| Leveraging Temporal Dependency for Cross-subject-MI BCIs by Contrastive Learning and Self-attention H Sun, Y Ding, J Bao, K Qin, C Tong, J Jin, C Guan Neural Networks, 106470, 2024 | | 2024 |
| TASA: Temporal Attention with Spatial Autoencoder Network for Odor-induced Emotion Classification Using EEG C Tong, Y Ding, Z Zhang, H Zhang, KJL Lim, C Guan IEEE Transactions on Neural Systems and Rehabilitation Engineering, 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 |
Cuntai GuanPresident's Chair Professor, CCDS, Nanyang Technological UniversityVerified email at ntu.edu.sg
