Siqi Cai

According to our database, Siqi Cai authored at least 40 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection.

Siqi Cai, Tanja Schultz, Haizhou Li

IEEE Trans. Biomed. Eng., January, 2024

2023

AMLFN-AD:Adaptive multi-level integrated fusion attack detection framework for intelligent building systems.

Jingling Yuan, Nana Wang, Siqi Cai, Mincheng Chen, Xinping Li

Comput. Networks, May, 2023

EEG-Derived Voice Signature for Attended Speaker Detection.

Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li

CoRR, 2023

Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient.

Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention Decoding.

Saurav Pahuja, Siqi Cai, Tanja Schultz, Haizhou Li

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

A Mutual Implicit Sentiment Analysis Model with Bundle-Aware Contrastive Learning.

Siqi Cai, Jingling Yuan, Lin Li

Proceedings of the IEEE International Conference on Acoustics, 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, Haizhou Li, Tanja Schultz

Proceedings of the IEEE International Conference on Acoustics, 2023

RGCnet: An Efficient Recursive Gated Convolutional Network for EEG-based Auditory Attention Detection.

Siqi Cai, Jia Li, Hongmeng Yang, Haizhou Li

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM Model.

Yizhi Liao, Haiyu Zhou, Longhan Xie, Siqi Cai

Proceedings of the 9th International Conference on Control, 2023

Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic Rehabilitation.

Siqi Cai, Longhan Xie

Proceedings of the 9th International Conference on Control, 2023

An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based Rehabilitation.

Xujie Lin, Siqi Cai, Patrick P. K. Chan, Longhan Xie

Proceedings of the 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning, 2023

MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract).

Xuan Liu, Siqi Cai, Lin Li, Rui Zhang, Song Guo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention.

Siqi Cai, Enze Su, Longhan Xie, Haizhou Li

IEEE Trans. Hum. Mach. Syst., 2022

A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection.

Siqi Cai, Peiwen Li, Enze Su, Qi Liu, Longhan Xie

IEEE Trans. Hum. Mach. Syst., 2022

STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG.

Enze Su, Siqi Cai, Longhan Xie, Haizhou Li, Tanja Schultz

IEEE Trans. Biomed. Eng., 2022

A Biologically Inspired Attention Network for EEG-Based Auditory Attention Detection.

Peiwen Li, Siqi Cai, Enze Su, Longhan Xie

IEEE Signal Process. Lett., 2022

A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection.

Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa

Neural Networks, 2022

Esaa: An Eeg-Speech Auditory Attention Detection Database.

Peiwen Li, Enze Su, Jia Li, Siqi Cai, Longhan Xie, Haizhou Li

Proceedings of the 25th Conference of the Oriental COCOSDA International Committee for the Co-ordination and Standardisation of Speech Databases and Assessment Techniques, 2022

A Nonsynaptic Memory Based Neural Network for Hand-Written Digit Classification Using an Explainable Feature Extraction Method.

Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa, Hany Alashwal

Proceedings of the ICISDM 2022: 2022 the 6th International Conference on Information System and Data Mining, Silicon Valley, CA, USA, May 27, 2022

Software Defect Prediction based on Bayesian Optimization Random Forest.

Yingyan Shen, Shaojie Hu, Siqi Cai, Mincheng Chen

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

2021

Trunk compensation electromyography features purification and classification model using generative adversarial network.

Yan Chen, Ke Ma, Lie Yang, Song Yu, Siqi Cai, Longhan Xie

Biomed. Signal Process. Control., 2021

Motion Intention Recognition Based on Air Bladders.

Weifeng Wu, Chengqi Lin, Gengliang Lin, Siqi Cai, Longhan Xie

Proceedings of the Social Robotics - 13th International Conference, 2021

A Novel Center of Mass (CoM) Perception Approach for Lower-Limbs Stroke Rehabilitation.

Youwei Liu, Biao Liu, Zikang Zhou, Siqi Cai, Longhan Xie

Proceedings of the Social Robotics - 13th International Conference, 2021

Design and Control of a Seven Degrees-of-Freedom Semi-exoskeleton Upper Limb Robot.

Chengqi Lin, Weifeng Wu, Gengliang Lin, Siqi Cai, Longhan Xie

Proceedings of the Social Robotics - 13th International Conference, 2021

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue.

Haizhou Li, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

A Question Answering System for Unstructured Table Images.

Wenyuan Xue, Siqi Cai, Wen Wang, Qingyong Li, Baosheng Yu, Yibing Zhan, Dacheng Tao

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text Recognition.

Siqi Cai, Wenyuan Xue, Qingyong Li, Peng Zhao

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Auditory Attention Detection with EEG Channel Attention.

Enze Su, Siqi Cai, Peiwen Li, Longhan Xie, Haizhou Li

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG.

Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy.

Siqi Cai, Guofeng Li, Enze Su, Xuyang Wei, Shuangyuan Huang, Ke Ma, Haiqing Zheng, Longhan Xie

IEEE J. Biomed. Health Informatics, 2020

A Practical EEG-Based Human-Machine Interface to Online Control an Upper-Limb Assist Robot.

Yonghao Song, Siqi Cai, Lie Yang, Guofeng Li, Weifeng Wu, Longhan Xie

Frontiers Neurorobotics, 2020

Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals.

Siqi Cai, Enze Su, Yonghao Song, Longhan Xie, Haizhou Li

Proceedings of the Interspeech 2020, 2020

Query by Strings and Return Ranking Word Regions with Only One Look.

Peng Zhao, Wenyuan Xue, Qingyong Li, Siqi Cai

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation Training.

Siqi Cai, Yan Chen, Shuangyuan Huang, Yan Wu, Haiqing Zheng, Xin Li, Longhan Xie

Frontiers Neurorobotics, 2019

sEMG-Based Detection of Compensation Caused by Fatigue During Rehabilitation Therapy: A Pilot Study.

Shuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Ke Ma, Longhan Xie

IEEE Access, 2019

A Continuous Estimation Model of Upper Limb Joint Angles by Using Surface Electromyography and Deep Learning Method.

Yan Chen, Song Yu, Ke Ma, Shuangyuan Huang, Guofeng Li, Siqi Cai, Longhan Xie

IEEE Access, 2019

Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study.

Siqi Cai, Guofeng Li, Shuangyuan Huang, Haiqing Zheng, Longhan Xie

IEEE Access, 2019

Exploring the sensory function reconstruction by the combined surgery^*.

Yuanheng Li, Siqi Cai, Ying Lv, Shengqin Ye, ChenYuan Xing, Zhendon Jiang, Lin Yang

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Cooperative Control of a Dual-arm Rehabilitation Robot for Upper Limb Physiotherapy and Training.

Guofeng Li, Siqi Cai, Longhan Xie

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

Variable Robot- Resistance Rehabilitation for Upper Limb Based on an sEMG-Driven Model.

Shuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Longhan Xie

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019