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Siqi Cai
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2020 – today
- 2024
- [j21]Siqi Cai
, Zhenping Xie
Explainable fraud detection of financial statement data driven by two-layer knowledge graph. Expert Syst. Appl. 246: 123126 (2024) - [j20]Siqi Cai
Compensation-corrective adaptive control strategy for upper-limb rehabilitation robots. Robotics Auton. Syst. 177: 104701 (2024) - [j19]Xuan Liu
Mutual Gradient Inversion: Unveiling Privacy Risks of Federated Learning on Multi-Modal Signals. IEEE Signal Process. Lett. 31: 2745-2749 (2024) - [j18]Siqi Cai
EEG-Based Auditory Attention Detection With Spiking Graph Convolutional Network. IEEE Trans. Cogn. Dev. Syst. 16(5): 1698-1706 (2024) - [j17]Zexu Pan
NeuroHeed: Neuro-Steered Speaker Extraction Using EEG Signals. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4456-4470 (2024) - [j16]Siqi Cai
Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection. IEEE Trans. Biomed. Eng. 71(1): 171-182 (2024) - [j15]Gang Wang
BSViT: A Bit-Serial Vision Transformer Accelerator Exploiting Dynamic Patch and Weight Bit-Group Quantization. IEEE Trans. Circuits Syst. I Regul. Pap. 71(9): 4064-4077 (2024) - [c30]Siqi Cai, Ran Zhang, Haizhou Li:
Robust Decoding of the Auditory Attention from EEG Recordings Through Graph Convolutional Networks. ICASSP 2024: 2320-2324 - [c29]Jia Li, Ran Zhang, Siqi Cai:
Multi-Scale Recursive Feature Interaction for Auditory Attention Detection Using EEG Signals. ISBI 2024: 1-5 - [c28]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: 1-5 - [c27]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: 1-5 - [i4]Xuan Liu, Siqi Cai, Qihua Zhou, Song Guo, Ruibin Li, Kaiwei Lin:
Gradient Diffusion: A Perturbation-Resilient Gradient Leakage Attack. CoRR abs/2407.05285 (2024) - [i3]Dashanka De Silva, Siqi Cai, Saurav Pahuja, Tanja Schultz, Haizhou Li:
NeuroSpex: Neuro-Guided Speaker Extraction with Cross-Modal Attention. CoRR abs/2409.02489 (2024) - 2023
- [j14]Jingling Yuan, Nana Wang, Siqi Cai, Mincheng Chen
AMLFN-AD:Adaptive multi-level integrated fusion attack detection framework for intelligent building systems. Comput. Networks 227: 109700 (2023) - [j13]Siqi Cai
Automatic contour correction of pectus excavatum using computer-aided diagnosis and convolutional neural network. Eng. Appl. Artif. Intell. 126: 107032 (2023) - [c26]Xuan Liu
MGIA: Mutual Gradient Inversion Attack in Multi-Modal Federated Learning (Student Abstract). AAAI 2023: 16270-16271 - [c25]Xujie Lin
An Ensemble Model using Face and Pose Tracking for Engagement Detection in Game-based Rehabilitation. CACML 2023: 445-449 - [c24]Siqi Cai, Longhan Xie:
Automatic Detection and Reduction of Compensation in Stroke Patients During Robotic Rehabilitation. CoDIT 2023: 24-28 - [c23]Yizhi Liao
Automatic Diagnosis of Pectus Excavatum from CT Images Using a Joint CNN-LSTM Model. CoDIT 2023: 853-857 - [c22]Siqi Cai, Jia Li, Hongmeng Yang, Haizhou Li:
RGCnet: An Efficient Recursive Gated Convolutional Network for EEG-based Auditory Attention Detection. EMBC 2023: 1-4 - [c21]Marvin Borsdorf, Saurav Pahuja
Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response. ICASSP 2023: 1-2 - [c20]Siqi Cai, Jingling Yuan, Lin Li:
A Mutual Implicit Sentiment Analysis Model with Bundle-Aware Contrastive Learning. ICASSP 2023: 1-5 - [c19]Ruicong Wang, Siqi Cai, Haizhou Li:
EEG-based Auditory Attention Detection with Spatiotemporal Graph and Graph Convolutional Network. INTERSPEECH 2023: 1144-1148 - [c18]Saurav Pahuja
XAnet: Cross-Attention Between EEG of Left and Right Brain for Auditory Attention Decoding. NER 2023: 1-4 - [c17]Saurav Pahuja
Enhancing Subject-Independent EEG-Based Auditory Attention Decoding with WGAN and Pearson Correlation Coefficient. SMC 2023: 3715-3720 - [i2]Hongxu Zhu, Siqi Cai, Yidi Jiang, Qiquan Zhang, Haizhou Li:
EEG-Derived Voice Signature for Attended Speaker Detection. CoRR abs/2308.14774 (2023) - 2022
- [j12]Faramarz Faghihi, Siqi Cai
A neuroscience-inspired spiking neural network for EEG-based auditory spatial attention detection. Neural Networks 152: 555-565 (2022) - [j11]Peiwen Li, Siqi Cai
A Biologically Inspired Attention Network for EEG-Based Auditory Attention Detection. IEEE Signal Process. Lett. 29: 284-288 (2022) - [j10]Enze Su
STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG. IEEE Trans. Biomed. Eng. 69(7): 2233-2242 (2022) - [j9]Siqi Cai
EEG-Based Auditory Attention Detection via Frequency and Channel Neural Attention. IEEE Trans. Hum. Mach. Syst. 52(2): 256-266 (2022) - [j8]Siqi Cai
A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection. IEEE Trans. Hum. Mach. Syst. 52(4): 668-676 (2022) - [c16]Yingyan Shen, Shaojie Hu, Siqi Cai, Mincheng Chen:
Software Defect Prediction based on Bayesian Optimization Random Forest. DSA 2022: 1012-1013 - [c15]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: 69-75 - [c14]Peiwen Li, Enze Su, Jia Li, Siqi Cai, Longhan Xie, Haizhou Li:
Esaa: An Eeg-Speech Auditory Attention Detection Database. O-COCOSDA 2022 2022: 1-6 - 2021
- [j7]Yan Chen
Trunk compensation electromyography features purification and classification model using generative adversarial network. Biomed. Signal Process. Control. 65: 102345 (2021) - [c13]Enze Su, Siqi Cai, Peiwen Li, Longhan Xie, Haizhou Li:
Auditory Attention Detection with EEG Channel Attention. EMBC 2021: 5804-5807 - [c12]Siqi Cai, Pengcheng Sun, Tanja Schultz
Low-Latency Auditory Spatial Attention Detection Based on Spectro-Spatial Features from EEG. EMBC 2021: 5812-5815 - [c11]Siqi Cai
HCADecoder: A Hybrid CTC-Attention Decoder for Chinese Text Recognition. ICDAR (3) 2021: 172-187 - [c10]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: 2783-2785 - [c9]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 - [c8]Weifeng Wu, Chengqi Lin, Gengliang Lin, Siqi Cai, Longhan Xie:
Motion Intention Recognition Based on Air Bladders. ICSR 2021: 586-595 - [c7]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: 596-605 - [c6]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: 606-615 - [e1]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, Singapore and Online, July 29-31, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-81-7 [contents] - [i1]Siqi Cai, Pengcheng Sun, Tanja Schultz, Haizhou Li:
Low-latency auditory spatial attention detection based on spectro-spatial features from EEG. CoRR abs/2103.03621 (2021) - 2020
- [j6]Yonghao Song, Siqi Cai, Lie Yang
A Practical EEG-Based Human-Machine Interface to Online Control an Upper-Limb Assist Robot. Frontiers Neurorobotics 14: 32 (2020) - [j5]Siqi Cai
Real-Time Detection of Compensatory Patterns in Patients With Stroke to Reduce Compensation During Robotic Rehabilitation Therapy. IEEE J. Biomed. Health Informatics 24(9): 2630-2638 (2020) - [c5]Peng Zhao
Query by Strings and Return Ranking Word Regions with Only One Look. ACCV (6) 2020: 3-18 - [c4]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: 2772-2776
2010 – 2019
- 2019
- [j4]Siqi Cai
Automatic Detection of Compensatory Movement Patterns by a Pressure Distribution Mattress Using Machine Learning Methods: A Pilot Study. IEEE Access 7: 80300-80309 (2019) - [j3]Shuangyuan Huang
sEMG-Based Detection of Compensation Caused by Fatigue During Rehabilitation Therapy: A Pilot Study. IEEE Access 7: 127055-127065 (2019) - [j2]Yan Chen
A Continuous Estimation Model of Upper Limb Joint Angles by Using Surface Electromyography and Deep Learning Method. IEEE Access 7: 174940-174950 (2019) - [j1]Siqi Cai, Yan Chen, Shuangyuan Huang, Yan Wu
SVM-Based Classification of sEMG Signals for Upper-Limb Self-Rehabilitation Training. Frontiers Neurorobotics 13: 31 (2019) - [c3]Guofeng Li, Siqi Cai, Longhan Xie:
Cooperative Control of a Dual-arm Rehabilitation Robot for Upper Limb Physiotherapy and Training. AIM 2019: 802-807 - [c2]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: 814-818 - [c1]Yuanheng Li, Siqi Cai, Ying Lv, Shengqin Ye, ChenYuan Xing, Zhendon Jiang, Lin Yang:
Exploring the sensory function reconstruction by the combined surgery*. NER 2019: 21-24
Coauthor Index
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