Siqi Cai

71 papers A* 6A 7B 6C 2Misc 3Journal 31Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
EEG-Based Neurosteered Speaker Extraction in Cocktail Party Environment Without Stimulus Reconstruction.
IEEE Trans. Cogn. Dev. Syst.
Hongxu Zhu, Siqi Cai
2026 J jnl
Explainable spatial-temporal-spectral meta-learning for subject-independent EEG-based emotion recognition.
Expert Syst. Appl.
Zhiqi Zhang, Siqi Cai, Xueyi Zhang, Xian Tang
2026 A* conf
Rep Deep & Machine Learning: Exemplar-Free Continual Video Action Recognition via Slow-Fast Collaborative Learning.
AAAI
Xueyi Zhang, Chengwei Zhang, Zheng Li, Xiyu Wang, Siqi Cai, Mingrui Lao, Yanming Guo, Huiping Zhuang
2026 J jnl
Spiking neural networks for EEG signal analysis: From theory to practice.
Neural Networks
Siqi Cai, Zheyuan Lin, Xiaoli Liu, Wenjie Wei, Shuai Wang, Malu Zhang, Tanja Schultz, Haizhou Li
2026 J jnl
The effect of speech representations on EEG-based auditory attention detection.
Pattern Recognit. Lett.
Haoqi Hu, Yuan Liao, Siqi Cai, Haizhou Li
2025 J jnl
A Robust Multi-Scale Framework with Test-Time Adaptation for sEEG-Based Speech Decoding.
CoRR
Suli Wang, Yang-Yang Li, Siqi Cai, Haizhou Li
2025 Misc conf
ATGnet: Adaptive Temporal Graph Network for EEG-enabled Sound Source Tracking in Cocktail Party Scenarios.
ICASSP
Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Tanja Schultz, Haizhou Li
2025 A* conf
Boosting Discriminability for Robust Multimodal Entity Linking with Visual Modality Missing.
SIGIR
Mingrui Lao, Zheng Li, Yanming Guo, Xueyi Zhang, Siqi Cai, Zhaoyun Ding, Haizhou Li
2025 A* conf
Choose Your Expert: Uncertainty-Guided Expert Selection for Continual Deepfake Detection.
ACM Multimedia
Xueyi Zhang, Peiyin Zhu, Jinping Sui, Xiaoda Yang, Jiahe Tian, Mingrui Lao, Siqi Cai, Yanming Guo, Jun Tang
2025 A conf
Decoding Listener's Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer.
INTERSPEECH
Zheyuan Lin, Siqi Cai, Haizhou Li
2025 J jnl
Decoding Listeners Identity: Person Identification from EEG Signals Using a Lightweight Spiking Transformer.
CoRR
Zheyuan Lin, Siqi Cai, Haizhou Li
2025 A* conf
EventLip: Enhancing Event-Based Lip Reading via Frequency-Aware Spatiotemporal Hypergraph Modeling.
ACM Multimedia
Xueyi Zhang, Jialu Sun, Chengwei Zhang, Xianghu Yue, Tianfang Xiao, Siqi Cai, Mingrui Lao, Haizhou Li
2025 A conf
GTAnet: Geometry-Guided Temporal Attention for EEG-Based Sound Source Tracking in Cocktail Party Scenarios.
INTERSPEECH
Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Dashanka De Silva, Haizhou Li, Tanja Schultz
2025 J jnl
Learning-Based Compensation-Corrective Control Strategy for Upper Limb Rehabilitation Robots.
Int. J. Soc. Robotics
Peimin Xie, Chengqi Lin, Siqi Cai, Longhan Xie
2025 J jnl
Modeling the Temporal Dynamics of EEG Signals in Selective Listening.
IEEE Trans. Consumer Electron.
Siqi Cai, Ran Zhang, Hongxu Zhu, Haizhou Li
2025 A conf
NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform.
INTERSPEECH
Dashanka De Silva, Siqi Cai, Saurav Pahuja, Tanja Schultz, Haizhou Li
2025 — ed.
Social Robotics - 16th International Conference, ICSR + InnoBiz 2024, Shenzhen, China, September 25-28, 2024, Proceedings
ICSR + InnoBiz
Haizhou Li, Tanja Schultz, Yalei Bi, Jian Zhu, Hongsheng He, Jun Ma, Siqi Cai, Wanyue Jiang, Shuzhi Sam Ge
2025 J jnl
Toward Building Human-Like Sequential Memory Using Brain-Inspired Spiking Neural Models.
IEEE Trans. Neural Networks Learn. Syst.
Malu Zhang, Xiaoling Luo, Jibin Wu, Ammar Belatreche, Siqi Cai, Yang Yang, Haizhou Li
2025 A* conf
TrustCLIP: Learning from Noisy Labels via Semantic Label Verification and Trust-aligned Gradient Projection.
ACM Multimedia
Xueyi Zhang, Peiyin Zhu, Yuan Liao, Xiyu Wang, Mingrui Lao, Siqi Cai, Yanming Guo, Haizhou Li
2025 J jnl
WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities.
CoRR
Ziyi Zeng, Zhenyang Cai, Yixi Cai, Xidong Wang, Junying Chen, Rongsheng Wang, Yipeng Liu, Siqi Cai, Benyou Wang, Zhiguo Zhang, Haizhou Li
2024 J jnl
A Bio-Inspired Spiking Attentional Neural Network for Attentional Selection in the Listening Brain.
IEEE Trans. Neural Networks Learn. Syst.
Siqi Cai, Peiwen Li, Haizhou Li
2024 A conf
ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations.
INTERSPEECH
Zijie Lin, Tianyu He, Siqi Cai, Haizhou Li
2024 — conf
Binary-Temporal Convolutional Neural Network for Multi-Class Auditory Spatial Attention Detection.
ISCSLP
Peng Zhao, Ruicong Wang, Xueyi Zhang, Mingrui Lao, Siqi Cai
2024 J jnl
Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection.
IEEE Trans. Biomed. Eng.
Siqi Cai, Tanja Schultz, Haizhou Li
2024 J jnl
Compensation-corrective adaptive control strategy for upper-limb rehabilitation robots.
Robotics Auton. Syst.
Siqi Cai, Peimin Xie, Guofeng Li, Longhan Xie
2024 J jnl
EEG-Based Auditory Attention Detection With Spiking Graph Convolutional Network.
IEEE Trans. Cogn. Dev. Syst.
Siqi Cai, Ran Zhang, Malu Zhang, Jibin Wu, Haizhou Li
2024 A* conf
Language Without Borders: A Dataset and Benchmark for Code-Switching Lip Reading.
NeurIPS
Xueyi Zhang, Mingrui Lao, Peng Zhao, Jun Tang, Yanming Guo, Siqi Cai, Xianghu Yue, Haizhou Li
2024 A conf
Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG.
INTERSPEECH
Saurav Pahuja, Gabriel Ivucic, Pascal Himmelmann, Siqi Cai, Tanja Schultz, Haizhou Li
2024 — conf
Listen to the Speaker in Your Gaze.
CIS-RAM
Hongli Yang, Xinyi Chen, Junjie Li, Hao Huang, Siqi Cai, Haizhou Li
2024 — conf
Multi-Scale Recursive Feature Interaction for Auditory Attention Detection Using EEG Signals.
ISBI
Jia Li, Ran Zhang, Siqi Cai
2024 J jnl
NeuroHeed: Neuro-Steered Speaker Extraction Using EEG Signals.
IEEE ACM Trans. Audio Speech Lang. Process.
Zexu Pan, Marvin Borsdorf, Siqi Cai, Tanja Schultz, Haizhou Li
2024 J jnl
NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention.
CoRR
Dashanka De Silva, Siqi Cai, Saurav Pahuja, Tanja Schultz, Haizhou Li
2024 — conf
Neurospex: Neuro-Guided Speaker Extraction With Cross-Modal Fusion.
SLT
Dashanka De Silva, Siqi Cai, Saurav Pahuja, Tanja Schultz, Haizhou Li
2024 Misc conf
Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks.
ICASSP
Siqi Cai, Ran Zhang, Haizhou Li
2024 — conf
The Impact of Cross-Validation Schemes for EEG-Based Auditory Attention Detection with Deep Neural Networks.
EMBC
Gabriel Ivucic, Saurav Pahuja, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz
2024 — conf
The Impact of Synchronized Visual and Auditory Attention on Human Perception.
ICSR + InnoBiz
Lichuan Jiang, Jiani Zhong, Muqing Jian, Xuanzhuo Liu, Siqi Cai, Haizhou Li
2023 — conf
An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based Rehabilitation.
CACML
Xujie Lin, Siqi Cai, Patrick P. K. Chan, Longhan Xie
2023 C conf
Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic Rehabilitation.
CoDIT
Siqi Cai, Longhan Xie
2023 C conf
Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM Model.
CoDIT
Yizhi Liao, Haiyu Zhou, Longhan Xie, Siqi Cai
2023 J jnl
Automatic contour correction of pectus excavatum using computer-aided diagnosis and convolutional neural network.
Eng. Appl. Artif. Intell.
Siqi Cai, Yizhi Liao, Lixuan Lai, Haiyu Zhou, Longhan Xie
2023 J jnl
EEG-Derived Voice Signature for Attended Speaker Detection.
CoRR
Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li
2023 A conf
EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network.
INTERSPEECH
Ruicong Wang, Siqi Cai, Haizhou Li
2023 B conf
Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient.
SMC
Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz
2023 Misc conf
Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response.
ICASSP
Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz
2023 — conf
RGCnet: An Efficient Recursive Gated Convolutional Network for EEG-based Auditory Attention Detection.
EMBC
Siqi Cai, Jia Li, Hongmeng Yang, Haizhou Li
2023 — conf
XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention Decoding.
NER
Saurav Pahuja, Siqi Cai, Tanja Schultz, Haizhou Li
2022 J jnl
A Biologically Inspired Attention Network for EEG-Based Auditory Attention Detection.
IEEE Signal Process. Lett.
Peiwen Li, Siqi Cai, Enze Su, Longhan Xie
2022 J jnl
A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection.
IEEE Trans. Hum. Mach. Syst.
Siqi Cai, Peiwen Li, Enze Su, Qi Liu, Longhan Xie
2022 — conf
A Nonsynaptic Memory Based Neural Network for Hand-Written Digit Classification Using an Explainable Feature Extraction Method.
ICISDM
Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa, Hany Alashwal
2022 J jnl
A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection.
Neural Networks
Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa
2022 J jnl
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention.
IEEE Trans. Hum. Mach. Syst.
Siqi Cai, Enze Su, Longhan Xie, Haizhou Li
2022 — conf
Esaa: An Eeg-Speech Auditory Attention Detection Database.
O-COCOSDA 2022
Peiwen Li, Enze Su, Jia Li, Siqi Cai, Longhan Xie, Haizhou Li
2022 J jnl
STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG.
IEEE Trans. Biomed. Eng.
Enze Su, Siqi Cai, Longhan Xie, Haizhou Li, Tanja Schultz
2021 B conf
A Novel Center of Mass (CoM) Perception Approach for Lower-Limbs Stroke Rehabilitation.
ICSR
Youwei Liu, Biao Liu, Zikang Zhou, Siqi Cai, Longhan Xie
2021 — conf
Auditory Attention Detection with EEG Channel Attention.
EMBC
Enze Su, Siqi Cai, Peiwen Li, Longhan Xie, Haizhou Li
2021 B conf
Design and Control of a Seven Degrees-of-Freedom Semi-exoskeleton Upper Limb Robot.
ICSR
Chengqi Lin, Weifeng Wu, Gengliang Lin, Siqi Cai, Longhan Xie
2021 — conf
Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG.
EMBC
Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li
2021 J jnl
Low-latency auditory spatial attention detection based on spectro-spatial features from EEG.
CoRR
Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li
2021 B conf
Motion Intention Recognition Based on Air Bladders.
ICSR
Weifeng Wu, Chengqi Lin, Gengliang Lin, Siqi Cai, Longhan Xie
2021 B ed.
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGdial 2021, Singapore and Online, July 29-31, 2021
SIGDIAL
Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li
2021 B conf
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue.
SIGDIAL
Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li
2021 J jnl
Trunk compensation electromyography features purification and classification model using generative adversarial network.
Biomed. Signal Process. Control.
Yan Chen, Ke Ma, Lie Yang, Song Yu, Siqi Cai, Longhan Xie
2020 J jnl
A Practical EEG-Based Human-Machine Interface to Online Control an Upper-Limb Assist Robot.
Frontiers Neurorobotics
Yonghao Song, Siqi Cai, Lie Yang, Guofeng Li, Weifeng Wu, Longhan Xie
2020 A conf
Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals.
INTERSPEECH
Siqi Cai, Enze Su, Yonghao Song, Longhan Xie, Haizhou Li
2020 J jnl
Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy.
IEEE J. Biomed. Health Informatics
Siqi Cai, Guofeng Li, Enze Su, Xuyang Wei, Shuangyuan Huang, Ke Ma, Haiqing Zheng, Longhan Xie
2019 J jnl
A Continuous Estimation Model of Upper Limb Joint Angles by Using Surface Electromyography and Deep Learning Method.
IEEE Access
Yan Chen, Song Yu, Ke Ma, Shuangyuan Huang, Guofeng Li, Siqi Cai, Longhan Xie
2019 J jnl
Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study.
IEEE Access
Siqi Cai, Guofeng Li, Shuangyuan Huang, Haiqing Zheng, Longhan Xie
2019 — conf
Cooperative Control of a Dual-arm Rehabilitation Robot for Upper Limb Physiotherapy and Training.
AIM
Guofeng Li, Siqi Cai, Longhan Xie
2019 J jnl
SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation Training.
Frontiers Neurorobotics
Siqi Cai, Yan Chen, Shuangyuan Huang, Yan Wu, Haiqing Zheng, Xin Li, Longhan Xie
2019 — conf
Variable Robot- Resistance Rehabilitation for Upper Limb Based on an sEMG-Driven Model.
AIM
Shuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Longhan Xie
2019 J jnl
sEMG-Based Detection of Compensation Caused by Fatigue During Rehabilitation Therapy: A Pilot Study.
IEEE Access
Shuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Ke Ma, Longhan Xie