Siqi Cai - researchr alias

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Viewing Publication 1 - 39 from 39

2024

Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention DetectionSiqi Cai, Tanja Schultz, Haizhou Li 0001. tbe, 71(1):171-182, January 2024. [doi]

2023

Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG ResponseMarvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li 0001, Tanja Schultz. icassp 2023: 1-2 [doi]

Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic RehabilitationSiqi Cai, Longhan Xie. codit 2023: 24-28 [doi]

RGCnet: An Efficient Recursive Gated Convolutional Network for EEG-based Auditory Attention DetectionSiqi Cai, Jia Li, Hongmeng Yang, Haizhou Li 0001. embc 2023: 1-4 [doi]

A Mutual Implicit Sentiment Analysis Model with Bundle-Aware Contrastive LearningSiqi Cai, Jingling Yuan, Lin Li. icassp 2023: 1-5 [doi]

Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM ModelYizhi Liao, Haiyu Zhou, Longhan Xie, Siqi Cai. codit 2023: 853-857 [doi]

An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based RehabilitationXujie Lin, Siqi Cai, Patrick P. K. Chan, Longhan Xie. cacml 2023: 445-449 [doi]

MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract)Xuan Liu, Siqi Cai, Lin Li, Rui Zhang, Song Guo 0001. AAAI 2023: 16270-16271 [doi]

Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation CoefficientSaurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li 0001, Tanja Schultz. SMC 2023: 3715-3720 [doi]

XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention DecodingSaurav Pahuja, Siqi Cai, Tanja Schultz, Haizhou Li 0001. ner 2023: 1-4 [doi]

AMLFN-AD:Adaptive multi-level integrated fusion attack detection framework for intelligent building systemsJingling Yuan, Nana Wang, Siqi Cai, Mincheng Chen, Xinping Li. cn, 227:109700, May 2023. [doi]

2022

A Neural-Inspired Architecture for EEG-Based Auditory Attention DetectionSiqi Cai, Peiwen Li, Enze Su, Qi Liu 0005, Longhan Xie. thms, 52(4):668-676, 2022. [doi]

EEG-Based Auditory Attention Detection via Frequency and Channel Neural AttentionSiqi Cai, Enze Su, Longhan Xie, Haizhou Li 0001. thms, 52(2):256-266, 2022. [doi]

A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detectionFaramarz Faghihi, Siqi Cai, Ahmed A. Moustafa. NN, 152:555-565, 2022. [doi]

A Nonsynaptic Memory Based Neural Network for Hand-Written Digit Classification Using an Explainable Feature Extraction MethodFaramarz Faghihi, Siqi Cai, Ahmed A. Moustafa, Hany Alashwal. icisdm 2022: 69-75 [doi]

A Biologically Inspired Attention Network for EEG-Based Auditory Attention DetectionPeiwen Li, Siqi Cai, Enze Su, Longhan Xie. spl, 29:284-288, 2022. [doi]

Esaa: An Eeg-Speech Auditory Attention Detection DatabasePeiwen Li, Enze Su, Jia Li, Siqi Cai, Longhan Xie, Haizhou Li 0001. ococosda 2022: 1-6 [doi]

Software Defect Prediction based on Bayesian Optimization Random ForestYingyan Shen, Shaojie Hu, Siqi Cai, Mincheng Chen. dsa 2022: 1012-1013 [doi]

STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEGEnze Su, Siqi Cai, Longhan Xie, Haizhou Li 0001, Tanja Schultz. tbe, 69(7):2233-2242, 2022. [doi]

2021

Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and DialogueHaizhou Li 0001, Gina-Anne Levow, Zhou Yu, Chitralekha Gupta, Berrak Sisman, Siqi Cai, David Vandyke, Nina Dethlefs, Yan Wu, Junyi Jessy Li. sigdial 2021: [doi]

HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text RecognitionSiqi Cai, Wenyuan Xue, Qingyong Li, Peng Zhao. icdar 2021: 172-187 [doi]

Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEGSiqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li 0001. embc 2021: 5812-5815 [doi]

Trunk compensation electromyography features purification and classification model using generative adversarial networkYan Chen, Ke Ma, Lie Yang, Song Yu, Siqi Cai, Longhan Xie. bspc, 65:102345, 2021. [doi]

Design and Control of a Seven Degrees-of-Freedom Semi-exoskeleton Upper Limb RobotChengqi Lin, Weifeng Wu, Gengliang Lin, Siqi Cai, Longhan Xie. socrob 2021: 596-605 [doi]

A Novel Center of Mass (CoM) Perception Approach for Lower-Limbs Stroke RehabilitationYouwei Liu, Biao Liu, Zikang Zhou, Siqi Cai, Longhan Xie. socrob 2021: 606-615 [doi]

Auditory Attention Detection with EEG Channel AttentionEnze Su, Siqi Cai, Peiwen Li, Longhan Xie, Haizhou Li 0001. embc 2021: 5804-5807 [doi]

Motion Intention Recognition Based on Air BladdersWeifeng Wu, Chengqi Lin, Gengliang Lin, Siqi Cai, Longhan Xie. socrob 2021: 586-595 [doi]

A Question Answering System for Unstructured Table ImagesWenyuan Xue, Siqi Cai, Wen Wang, Qingyong Li, Baosheng Yu, Yibing Zhan, Dacheng Tao. mm 2021: 2783-2785 [doi]

2020

2019

Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot StudySiqi Cai, Guofeng Li, Shuangyuan Huang, Haiqing Zheng, Longhan Xie. access, 7:80300-80309, 2019. [doi]

SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation TrainingSiqi Cai, Yan Chen, Shuangyuan Huang, Yan Wu, Haiqing Zheng, Xin Li, Longhan Xie. finr, 2019:31, 2019. [doi]

A Continuous Estimation Model of Upper Limb Joint Angles by Using Surface Electromyography and Deep Learning MethodYan Chen, Song Yu, Ke Ma, Shuangyuan Huang, Guofeng Li, Siqi Cai, Longhan Xie. access, 7:174940-174950, 2019. [doi]

Variable Robot- Resistance Rehabilitation for Upper Limb Based on an sEMG-Driven ModelShuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Longhan Xie. aimech 2019: 814-818 [doi]

sEMG-Based Detection of Compensation Caused by Fatigue During Rehabilitation Therapy: A Pilot StudyShuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Ke Ma, Longhan Xie. access, 7:127055-127065, 2019. [doi]

Cooperative Control of a Dual-arm Rehabilitation Robot for Upper Limb Physiotherapy and TrainingGuofeng Li, Siqi Cai, Longhan Xie. aimech 2019: 802-807 [doi]

*Yuanheng Li, Siqi Cai, Ying Lv, Shengqin Ye, ChenYuan Xing, Zhendon Jiang, Lin Yang. ner 2019: 21-24 [doi]

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