Variable Robot- Resistance Rehabilitation for Upper Limb Based on an sEMG-Driven Model. - Shuangyuan Huang; Siqi Cai 002; Guofeng Li; Yan Chen 034; Longhan Xie (AIM, 2019)

Cooperative Control of a Dual-arm Rehabilitation Robot for Upper Limb Physiotherapy and Training. - Guofeng Li; Siqi Cai 002; Longhan Xie (AIM, 2019)

Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study. - Siqi Cai 002; Guofeng Li; Shuangyuan Huang; Haiqing Zheng; Longhan Xie (IEEE Access, 2019)

A Continuous Estimation Model of Upper Limb Joint Angles by Using Surface Electromyography and Deep Learning Method. - Yan Chen 034; Song Yu; Ke Ma 007; Shuangyuan Huang; Guofeng Li; Siqi Cai 002; Longhan Xie (IEEE Access, 2019)

sEMG-Based Detection of Compensation Caused by Fatigue During Rehabilitation Therapy: A Pilot Study. - Shuangyuan Huang; Siqi Cai 002; Guofeng Li; Yan Chen 034; Ke Ma 007; Longhan Xie (IEEE Access, 2019)

SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation Training. - Siqi Cai 002; Yan Chen 034; Shuangyuan Huang; Yan Wu 002; Haiqing Zheng; Xin Li; Longhan Xie (Frontiers Neurorobotics, 2019)

Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals. - Siqi Cai 002; Enze Su; Yonghao Song; Longhan Xie; Haizhou Li 001 (INTERSPEECH, 2020)

A Practical EEG-Based Human-Machine Interface to Online Control an Upper-Limb Assist Robot. - Yonghao Song; Siqi Cai 002; Lie Yang; Guofeng Li; Weifeng Wu; Longhan Xie (Frontiers Neurorobotics, 2020)

Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy. - Siqi Cai 002; Guofeng Li; Enze Su; Xuyang Wei; Shuangyuan Huang; Ke Ma 007; Haiqing Zheng; Longhan Xie (IEEE J. Biomed. Health Informatics, 2020)

Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG. - Siqi Cai 002; Pengcheng Sun; Tanja Schultz; Haizhou Li 001 (EMBC, 2021)

Auditory Attention Detection with EEG Channel Attention. - Enze Su; Siqi Cai 002; Peiwen Li; Longhan Xie; Haizhou Li 001 (EMBC, 2021)

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue. - Haizhou Li 001; Gina-Anne Levow; Zhou Yu; Chitralekha Gupta; Berrak Sisman; Siqi Cai 002; David Vandyke; Nina Dethlefs; Yan Wu 002; Junyi Jessy Li (SIGDIAL, 2021)

Design and Control of a Seven Degrees-of-Freedom Semi-exoskeleton Upper Limb Robot. - Chengqi Lin; Weifeng Wu; Gengliang Lin; Siqi Cai 002; Longhan Xie (ICSR, 2021)

A Novel Center of Mass (CoM) Perception Approach for Lower-Limbs Stroke Rehabilitation. - Youwei Liu; Biao Liu; Zikang Zhou; Siqi Cai 002; Longhan Xie (ICSR, 2021)

Motion Intention Recognition Based on Air Bladders. - Weifeng Wu; Chengqi Lin; Gengliang Lin; Siqi Cai 002; Longhan Xie (ICSR, 2021)

Trunk compensation electromyography features purification and classification model using generative adversarial network. - Yan Chen 034; Ke Ma 007; Lie Yang; Song Yu; Siqi Cai 002; Longhan Xie (Biomed. Signal Process. Control., 2021)

A Nonsynaptic Memory Based Neural Network for Hand-Written Digit Classification Using an Explainable Feature Extraction Method. - Faramarz Faghihi; Siqi Cai 002; Ahmed A. Moustafa; Hany Alashwal (ICISDM, 2022)

Esaa: An Eeg-Speech Auditory Attention Detection Database. - Peiwen Li; Enze Su; Jia Li; Siqi Cai 002; Longhan Xie; Haizhou Li 001 (O-COCOSDA 2022, 2022)

A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection. - Faramarz Faghihi; Siqi Cai 002; Ahmed A. Moustafa (Neural Networks, 2022)

A Biologically Inspired Attention Network for EEG-Based Auditory Attention Detection. - Peiwen Li; Siqi Cai 002; Enze Su; Longhan Xie (IEEE Signal Process. Lett., 2022)

STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG. - Enze Su; Siqi Cai 002; Longhan Xie; Haizhou Li 001; Tanja Schultz (IEEE Trans. Biomed. Eng., 2022)

A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection. - Siqi Cai 002; Peiwen Li; Enze Su; Qi Liu 005; Longhan Xie (IEEE Trans. Hum. Mach. Syst., 2022)

EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention. - Siqi Cai 002; Enze Su; Longhan Xie; Haizhou Li 001 (IEEE Trans. Hum. Mach. Syst., 2022)

An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based Rehabilitation. - Xujie Lin; Siqi Cai 002; Patrick P. K. Chan; Longhan Xie (CACML, 2023)

Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic Rehabilitation. - Siqi Cai 002; Longhan Xie (CoDIT, 2023)

Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM Model. - Yizhi Liao; Haiyu Zhou; Longhan Xie; Siqi Cai 002 (CoDIT, 2023)

RGCnet: An Efficient Recursive Gated Convolutional Network for EEG-based Auditory Attention Detection. - Siqi Cai 002; Jia Li; Hongmeng Yang; Haizhou Li 001 (EMBC, 2023)

Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. - Marvin Borsdorf; Saurav Pahuja; Gabriel Ivucic; Siqi Cai 002; Haizhou Li 001; Tanja Schultz (ICASSP, 2023)

EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network. - Ruicong Wang; Siqi Cai 002; Haizhou Li 001 (INTERSPEECH, 2023)

XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention Decoding. - Saurav Pahuja; Siqi Cai 002; Tanja Schultz; Haizhou Li 001 (NER, 2023)

Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. - Saurav Pahuja; Gabriel Ivucic; Felix Putze; Siqi Cai 002; Haizhou Li 001; Tanja Schultz (SMC, 2023)

EEG-Derived Voice Signature for Attended Speaker Detection. - Hongxu Zhu; Siqi Cai 002; Yidi Jiang; Qiquan Zhang; Haizhou Li 001 (CoRR, 2023)

Automatic contour correction of pectus excavatum using computer-aided diagnosis and convolutional neural network. - Siqi Cai 002; Yizhi Liao; Lixuan Lai; Haiyu Zhou; Longhan Xie (Eng. Appl. Artif. Intell., 2023)

The Impact of Cross-Validation Schemes for EEG-Based Auditory Attention Detection with Deep Neural Networks. - Gabriel Ivucic; Saurav Pahuja; Felix Putze; Siqi Cai 002; Haizhou Li 001; Tanja Schultz (EMBC, 2024)

Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks. - Siqi Cai 002; Ran Zhang; Haizhou Li 001 (ICASSP, 2024)

ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations. - Zijie Lin; Tianyu He; Siqi Cai 002; Haizhou Li 001 (INTERSPEECH, 2024)

Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG. - Saurav Pahuja; Gabriel Ivucic; Pascal Himmelmann; Siqi Cai 002; Tanja Schultz; Haizhou Li 001 (INTERSPEECH, 2024)

Multi-Scale Recursive Feature Interaction for Auditory Attention Detection Using EEG Signals. - Jia Li; Ran Zhang; Siqi Cai 002 (ISBI, 2024)

Binary-Temporal Convolutional Neural Network for Multi-Class Auditory Spatial Attention Detection. - Peng Zhao; Ruicong Wang; Xueyi Zhang; Mingrui Lao; Siqi Cai 002 (ISCSLP, 2024)

Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading. - Xueyi Zhang; Mingrui Lao; Peng Zhao; Jun Tang 001; Yanming Guo; Siqi Cai 002; Xianghu Yue; Haizhou Li 001 (NeurIPS, 2024)

Listen to the Speaker in Your Gaze. - Hongli Yang; Xinyi Chen; Junjie Li; Hao Huang 009; Siqi Cai 002; Haizhou Li 001 (CIS-RAM, 2024)

Neurospex: Neuro-Guided Speaker Extraction With Cross-Modal Fusion. - Dashanka De Silva; Siqi Cai 002; Saurav Pahuja; Tanja Schultz; Haizhou Li 001 (SLT, 2024)

The Impact of Synchronized Visual and Auditory Attention on Human Perception. - Lichuan Jiang; Jiani Zhong; Muqing Jian; Xuanzhuo Liu; Siqi Cai 002; Haizhou Li 001 (ICSR + InnoBiz, 2024)

NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention. - Dashanka De Silva; Siqi Cai 002; Saurav Pahuja; Tanja Schultz; Haizhou Li 001 (CoRR, 2024)

Compensation-corrective adaptive control strategy for upper-limb rehabilitation robots. - Siqi Cai 002; Peimin Xie; Guofeng Li; Longhan Xie (Robotics Auton. Syst., 2024)

NeuroHeed: Neuro-Steered Speaker Extraction Using EEG Signals. - Zexu Pan; Marvin Borsdorf; Siqi Cai 002; Tanja Schultz; Haizhou Li 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection. - Siqi Cai 002; Tanja Schultz; Haizhou Li 001 (IEEE Trans. Biomed. Eng., 2024)

EEG-Based Auditory Attention Detection With Spiking Graph Convolutional Network. - Siqi Cai 002; Ran Zhang; Malu Zhang; Jibin Wu; Haizhou Li 001 (IEEE Trans. Cogn. Dev. Syst., 2024)

A Bio-Inspired Spiking Attentional Neural Network for Attentional Selection in the Listening Brain. - Siqi Cai 002; Peiwen Li; Haizhou Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

ATGnet: Adaptive Temporal Graph Network for EEG-enabled Sound Source Tracking in Cocktail Party Scenarios. - Saurav Pahuja; Gabriel Ivucic; Siqi Cai 002; Dashanka De Silva; Tanja Schultz; Haizhou Li 001 (ICASSP, 2025)

Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing. - Mingrui Lao; Zheng Li; Yanming Guo; Xueyi Zhang; Siqi Cai 002; Zhaoyun Ding; Haizhou Li 001 (SIGIR, 2025)

Modeling the Temporal Dynamics of EEG Signals in Selective Listening. - Siqi Cai 002; Ran Zhang; Hongxu Zhu; Haizhou Li 001 (IEEE Trans. Consumer Electron., 2025)

Learning-Based Compensation-Corrective Control Strategy for Upper Limb Rehabilitation Robots. - Peimin Xie; Chengqi Lin; Siqi Cai 002; Longhan Xie (Int. J. Soc. Robotics, 2025)

Toward Building Human-Like Sequential Memory Using Brain-Inspired Spiking Neural Models. - Malu Zhang; Xiaoling Luo 001; Jibin Wu; Ammar Belatreche; Siqi Cai 002; Yang Yang 002; Haizhou Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)