Siyang Li

30 papers B 1Journal 27Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces.
CoRR
Siyang Li, Jiayi Ouyang, Zhenyao Cui, Ziwei Wang, Tianwang Jia, Feng Wan, Dongrui Wu
2026 J jnl
Black-Box Test-Time Ensemble.
IEEE Comput. Intell. Mag.
Siyang Li, Ziwei Wang, Chenhao Liu, Dongrui Wu
2026 J jnl
BrainprintNet: A Multiscale Cross-Band Fusion Network for EEG-Based Brainprint Recognition.
IEEE Trans. Inf. Forensics Secur.
Yunlu Tu, Siyang Li, Xiaoqing Chen, Dongrui Wu
2026 J jnl
StackingNet: Collective Inference Across Independent AI Foundation Models.
CoRR
Siyang Li, Chenhao Liu, Dongrui Wu, Zhigang Zeng, Lieyun Ding
2026 J jnl
Synthetic Data Generation for Brain-Computer Interfaces: Overview, Benchmarking, and Future Directions.
CoRR
Ziwei Wang, Zhentao He, Xingyi He, Hongbin Wang, Tianwang Jia, Jingwei Luo, Siyang Li, Xiaoqing Chen, Dongrui Wu
2025 J jnl
AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding.
CoRR
Xiaoqing Chen, Siyang Li, Dongrui Wu
2025 J jnl
DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding.
CoRR
Ziwei Wang, Hongbin Wang, Tianwang Jia, Xingyi He, Siyang Li, Dongrui Wu
2025 J jnl
MVCNet: Multi-view contrastive network for motor imagery classification.
Knowl. Based Syst.
Ziwei Wang, Siyang Li, Xiaoqing Chen, Dongrui Wu
2025 J jnl
Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification.
CoRR
Ziwei Wang, Siyang Li, Xiaoqing Chen, Wei Li, Dongrui Wu
2025 J jnl
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies.
CoRR
Siyang Li, Hongbin Wang, Xiaoqing Chen, Dongrui Wu
2025 J jnl
SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding.
CoRR
Hongbin Wang, Zhihong Jia, Yuanzhong Shen, Ziwei Wang, Siyang Li, Kai Shu, Feng Hu, Dongrui Wu
2025 J jnl
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification.
CoRR
Dingkun Liu, Siyang Li, Ziwei Wang, Wei Li, Dongrui Wu
2025 J jnl
Time-frequency transform based EEG data augmentation for brain-computer interfaces.
Knowl. Based Syst.
Ziwei Wang, Siyang Li, Xiaoqing Chen, Dongrui Wu
2024 J jnl
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces.
CoRR
Ziwei Wang, Siyang Li, Jingwei Luo, Jiajing Liu, Dongrui Wu
2024 J jnl
Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces.
Neural Networks
Ziwei Wang, Siyang Li, Jingwei Luo, Jiajing Liu, Dongrui Wu
2024 J jnl
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces.
CoRR
Tianwang Jia, Lubin Meng, Siyang Li, Jiajing Liu, Dongrui Wu
2024 J jnl
Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification.
CoRR
Xinru Chen, Jiayu An, Huanyu Wu, Siyang Li, Bin Liu, Dongrui Wu
2024 J jnl
Gated Parametric Neuron for Spike-based Audio Recognition.
CoRR
Haoran Wang, Herui Zhang, Siyang Li, Dongrui Wu
2024 J jnl
Gated parametric neuron for spike-based audio recognition.
Neurocomputing
Haoran Wang, Herui Zhang, Siyang Li, Dongrui Wu
2024 J jnl
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces.
CoRR
Huanyu Wu, Siyang Li, Dongrui Wu
2024 J jnl
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs.
CoRR
Siyang Li, Ziwei Wang, Hanbin Luo, Lieyun Ding, Dongrui Wu
2024 J jnl
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs.
IEEE Trans. Biomed. Eng.
Siyang Li, Ziwei Wang, Hanbin Luo, Lieyun Ding, Dongrui Wu
2024 B conf
TMMM: Transformer in Multimodal Sentiment Analysis under Missing Modalities.
IJCNN
Huanyu Wu, Siyang Li, Dongrui Wu
2024 J jnl
User-wise Perturbations for User Identity Protection in EEG-Based BCIs.
CoRR
Xiaoqing Chen, Siyang Li, Yunlu Tu, Ziwei Wang, Dongrui Wu
2023 J jnl
Active poisoning: efficient backdoor attacks on transfer learning-based brain-computer interfaces.
Sci. China Inf. Sci.
Xue Jiang, Lubin Meng, Siyang Li, Dongrui Wu
2023 — conf
Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages.
PRICAI (3)
Garry Kuwanto, Afra Feyza Akyürek, Isidora Chara Tourni, Siyang Li, Alex Jones, Derry Wijaya
2022 J jnl
Facial Affect Analysis: Learning from Synthetic Data & Multi-Task Learning Challenges.
CoRR
Siyang Li, Yifan Xu, Huanyu Wu, Dongrui Wu, Yingjie Yin, Jiajiong Cao, Jingting Ding
2022 — conf
Facial Expression Recognition In-the-Wild with Deep Pre-trained Models.
ECCV Workshops (6)
Siyang Li, Yifan Xu, Huanyu Wu, Dongrui Wu, Yingjie Yin, Jiajiong Cao, Jingting Ding
2022 J jnl
Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs.
IEEE Comput. Intell. Mag.
Siyang Li, Huanyu Wu, Lieyun Ding, Dongrui Wu
2021 J jnl
Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources.
CoRR
Garry Kuwanto, Afra Feyza Akyürek, Isidora Chara Tourni, Siyang Li, Derry Wijaya