Low-Resource Machine Translation for Low-Resource Languages: Leveraging Comparable Data, Code-Switching and Compute Resources. - Garry Kuwanto; Afra Feyza Akyürek; Isidora Chara Tourni; Siyang Li 001; Derry Wijaya (CoRR, 2021)

Facial Expression Recognition In-the-Wild with Deep Pre-trained Models. - Siyang Li 001; Yifan Xu; Huanyu Wu; Dongrui Wu; Yingjie Yin; Jiajiong Cao; Jingting Ding (ECCV Workshops (6), 2022)

Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs. - Siyang Li 001; Huanyu Wu; Lieyun Ding; Dongrui Wu (IEEE Comput. Intell. Mag., 2022)

Low-Resource Machine Translation Training Curriculum Fit for Low-Resource Languages. - Garry Kuwanto; Afra Feyza Akyürek; Isidora Chara Tourni; Siyang Li 001; Alex Jones 001; Derry Wijaya (PRICAI (3), 2023)

Active poisoning: efficient backdoor attacks on transfer learning-based brain-computer interfaces. - Xue Jiang; Lubin Meng; Siyang Li 001; Dongrui Wu (Sci. China Inf. Sci., 2023)

TMMM: Transformer in Multimodal Sentiment Analysis under Missing Modalities. - Huanyu Wu; Siyang Li 001; Dongrui Wu (IJCNN, 2024)

User-wise Perturbations for User Identity Protection in EEG-Based BCIs. - Xiaoqing Chen; Siyang Li 001; Yunlu Tu; Ziwei Wang 009; Dongrui Wu (CoRR, 2024)

Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces. - Tianwang Jia; Lubin Meng; Siyang Li 001; Jiajing Liu; Dongrui Wu (CoRR, 2024)

Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces. - Huanyu Wu; Siyang Li 001; Dongrui Wu (CoRR, 2024)

Front-end Replication Dynamic Window (FRDW) for Online Motor Imagery Classification. - Xinru Chen; Jiayu An; Huanyu Wu; Siyang Li 001; Bin Liu; Dongrui Wu (CoRR, 2024)

Gated parametric neuron for spike-based audio recognition. - Haoran Wang; Herui Zhang; Siyang Li 001; Dongrui Wu (Neurocomputing, 2024)

Channel reflection: Knowledge-driven data augmentation for EEG-based brain-computer interfaces. - Ziwei Wang 009; Siyang Li 001; Jingwei Luo; Jiajing Liu; Dongrui Wu (Neural Networks, 2024)

T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs. - Siyang Li 001; Ziwei Wang 009; Hanbin Luo; Lieyun Ding; Dongrui Wu (IEEE Trans. Biomed. Eng., 2024)

Time-frequency transform based EEG data augmentation for brain-computer interfaces. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Dongrui Wu (Knowl. Based Syst., 2025)

MVCNet: Multi-view contrastive network for motor imagery classification. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Dongrui Wu (Knowl. Based Syst., 2025)

Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies. - Siyang Li 001; Hongbin Wang 009; Xiaoqing Chen; Dongrui Wu (CoRR, 2025)

Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification. - Ziwei Wang 009; Siyang Li 001; Xiaoqing Chen; Wei Li; Dongrui Wu (CoRR, 2025)

Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification. - Dingkun Liu; Siyang Li 001; Ziwei Wang 009; Wei Li; Dongrui Wu (CoRR, 2025)

SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding. - Hongbin Wang 009; Zhihong Jia; Yuanzhong Shen; Ziwei Wang 009; Siyang Li 001; Kai Shu; Feng Hu; Dongrui Wu (CoRR, 2025)

DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding. - Ziwei Wang 009; Hongbin Wang 009; Tianwang Jia; Xingyi He; Siyang Li 001; Dongrui Wu (CoRR, 2025)