Siqi Cai

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 49

Top Topics

Convolutional Network

Biologically Inspired

Spatial Features

Automatic Detection

Top Venues

Publications

Siqi Cai, Tanja Schultz, Haizhou Li
Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection. IEEE Trans. Biomed. Eng. 71 (1) (2024)
Hao Chen, Xuyan Wang, Jinming Zhang, Xiao Han, Siqi Cai, Yaoyao Ye, Guanghui He
MEIN: A Multicast-Efficient Interconnect Network for Multi-Chiplet DNN Accelerators. ISCAS (2024)
Siqi Cai, Yuzhou Chen, Wenhui Zhang, Zeyuan Jin, Gang Wang, Hao Chen, Guanghui He
A High-Throughput Lossless Image Compression Engine Optimized for Compression Ratio. ISCAS (2024)
Siqi Cai, Zhenping Xie
Explainable fraud detection of financial statement data driven by two-layer knowledge graph. Expert Syst. Appl. 246 (2024)
Siqi Cai, Ran Zhang, Haizhou Li
Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks. ICASSP (2024)
Siqi Cai, Peimin Xie, Guofeng Li, Longhan Xie
Compensation-corrective adaptive control strategy for upper-limb rehabilitation robots. Robotics Auton. Syst. 177 (2024)
Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin
Gradient Diffusion: A Perturbation-Resilient Gradient Leakage Attack. CoRR (2024)
Siqi Cai, Longhan Xie
Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic Rehabilitation. CoDIT (2023)
Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li
EEG-Derived Voice Signature for Attended Speaker Detection. CoRR (2023)
Siqi Cai, Jingling Yuan, Lin Li
A Mutual Implicit Sentiment Analysis Model with Bundle-Aware Contrastive Learning. ICASSP (2023)
Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, Tanja Schultz
Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. ICASSP (2023)
Saurav Pahuja, Gabriel Ivucic, Felix Putze, Siqi Cai, Haizhou Li, Tanja Schultz
Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. SMC (2023)
Saurav Pahuja, Siqi Cai, Tanja Schultz, Haizhou Li
XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention Decoding. NER (2023)
Jingling Yuan, Nana Wang, Siqi Cai, Mincheng Chen, Xinping Li
AMLFN-AD:Adaptive multi-level integrated fusion attack detection framework for intelligent building systems. Comput. Networks 227 (2023)
Yizhi Liao, Haiyu Zhou, Longhan Xie, Siqi Cai
Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM Model. CoDIT (2023)
Xujie Lin, Siqi Cai, Patrick P. K. Chan, Longhan Xie
An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based Rehabilitation. CACML (2023)
Siqi Cai, Jia Li, Hongmeng Yang, Haizhou Li
RGCnet: An Efficient Recursive Gated Convolutional Network for EEG-based Auditory Attention Detection. EMBC (2023)
Siqi Cai, Yizhi Liao, Lixuan Lai, Haiyu Zhou, Longhan Xie
Automatic contour correction of pectus excavatum using computer-aided diagnosis and convolutional neural network. Eng. Appl. Artif. Intell. 126 (2023)
Xuan Liu, Siqi Cai, Lin Li, Rui Zhang, Song Guo
MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract). AAAI (2023)
Ruicong Wang, Siqi Cai, Haizhou Li
EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network. INTERSPEECH (2023)
Siqi Cai, Peiwen Li, Enze Su, Qi Liu, Longhan Xie
A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection. IEEE Trans. Hum. Mach. Syst. 52 (4) (2022)
Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa
A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection. Neural Networks 152 (2022)
Peiwen Li, Siqi Cai, Enze Su, Longhan Xie
A Biologically Inspired Attention Network for EEG-Based Auditory Attention Detection. IEEE Signal Process. Lett. 29 (2022)
Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa, Hany Alashwal
A Nonsynaptic Memory Based Neural Network for Hand-Written Digit Classification Using an Explainable Feature Extraction Method. ICISDM (2022)
Peiwen Li, Enze Su, Jia Li, Siqi Cai, Longhan Xie, Haizhou Li
Esaa: An Eeg-Speech Auditory Attention Detection Database. O-COCOSDA 2022 (2022)
Siqi Cai, Enze Su, Longhan Xie, Haizhou Li
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention. IEEE Trans. Hum. Mach. Syst. 52 (2) (2022)
Enze Su, Siqi Cai, Longhan Xie, Haizhou Li, Tanja Schultz
STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG. IEEE Trans. Biomed. Eng. 69 (7) (2022)
Yingyan Shen, Shaojie Hu, Siqi Cai, Mincheng Chen
Software Defect Prediction based on Bayesian Optimization Random Forest. DSA (2022)
Enze Su, Siqi Cai, Peiwen Li, Longhan Xie, Haizhou Li
Auditory Attention Detection with EEG Channel Attention. EMBC (2021)
Chengqi Lin, Weifeng Wu, Gengliang Lin, Siqi Cai, Longhan Xie
Design and Control of a Seven Degrees-of-Freedom Semi-exoskeleton Upper Limb Robot. ICSR (2021)
Weifeng Wu, Chengqi Lin, Gengliang Lin, Siqi Cai, Longhan Xie
Motion Intention Recognition Based on Air Bladders. ICSR (2021)
Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li
Low-latency auditory spatial attention detection based on spectro-spatial features from EEG. CoRR (2021)
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. SIGDIAL (2021)
Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li
Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG. EMBC (2021)
Siqi Cai, Wenyuan Xue, Qingyong Li, Peng Zhao
HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text Recognition. ICDAR (3) (2021)
Wenyuan Xue, Siqi Cai, Wen Wang, Qingyong Li, Baosheng Yu, Yibing Zhan, Dacheng Tao
A Question Answering System for Unstructured Table Images. ACM Multimedia (2021)
Yan Chen, Ke Ma, Lie Yang, Song Yu, Siqi Cai, Longhan Xie
Trunk compensation electromyography features purification and classification model using generative adversarial network. Biomed. Signal Process. Control. 65 (2021)
Youwei Liu, Biao Liu, Zikang Zhou, Siqi Cai, Longhan Xie
A Novel Center of Mass (CoM) Perception Approach for Lower-Limbs Stroke Rehabilitation. ICSR (2021)
Siqi Cai, Guofeng Li, Enze Su, Xuyang Wei, Shuangyuan Huang, Ke Ma, Haiqing Zheng, Longhan Xie
Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy. IEEE J. Biomed. Health Informatics 24 (9) (2020)
Yonghao Song, Siqi Cai, Lie Yang, Guofeng Li, Weifeng Wu, Longhan Xie
A Practical EEG-Based Human-Machine Interface to Online Control an Upper-Limb Assist Robot. Frontiers Neurorobotics 14 (2020)
Siqi Cai, Enze Su, Yonghao Song, Longhan Xie, Haizhou Li
Low Latency Auditory Attention Detection with Common Spatial Pattern Analysis of EEG Signals. INTERSPEECH (2020)
Peng Zhao, Wenyuan Xue, Qingyong Li, Siqi Cai
Query by Strings and Return Ranking Word Regions with Only One Look. ACCV (6) (2020)
Guofeng Li, Siqi Cai, Longhan Xie
Cooperative Control of a Dual-arm Rehabilitation Robot for Upper Limb Physiotherapy and Training. AIM (2019)
Shuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Ke Ma, Longhan Xie
sEMG-Based Detection of Compensation Caused by Fatigue During Rehabilitation Therapy: A Pilot Study. IEEE Access 7 (2019)
Yuanheng Li, Siqi Cai, Ying Lv, Shengqin Ye, ChenYuan Xing, Zhendon Jiang, Lin Yang
. NER (2019)
Shuangyuan Huang, Siqi Cai, Guofeng Li, Yan Chen, Longhan Xie
Variable Robot- Resistance Rehabilitation for Upper Limb Based on an sEMG-Driven Model. AIM (2019)
Siqi Cai, Yan Chen, Shuangyuan Huang, Yan Wu, Haiqing Zheng, Xin Li, Longhan Xie
SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation Training. Frontiers Neurorobotics 13 (2019)
Siqi Cai, Guofeng Li, Shuangyuan Huang, Haiqing Zheng, Longhan Xie
Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study. IEEE Access 7 (2019)
Yan Chen, Song Yu, Ke Ma, Shuangyuan Huang, Guofeng Li, Siqi Cai, Longhan Xie
A Continuous Estimation Model of Upper Limb Joint Angles by Using Surface Electromyography and Deep Learning Method. IEEE Access 7 (2019)