Xin Zhou Email: xzhou42@buffalo.edu

Biography

Xin Zhou received his master's degree in the School of Software Engineering at University of Science and Technology of China (USTC) in 2023. In 2022, he conducted his research under the supervision of Prof. Can Wang at the Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences (CAS), where he studied in the Intelligent Bionics Center. His research interests focus on time series processing, motion intent recognition and knowledge tracing.

[Google Scholar]

Honours and Awards

• Awarded an outstanding graduate of Anhui Province and the University of Science and Technology of China
  University of Science and Technology of China, Hefei, Anhui, 2023

• Kaggle: Riiid Answer Correctness Prediction (Track knowledge states of 1M+ students in the wild), Bronze Medal, Top 6%, Ranking: 198/3395
  University of Science and Technology of China, Hefei, Anhui, 2021

• Baidu "Machine Reading Comprehension Task" Challenge, Ranking: 9/1290
  University of Science and Technology of China, Hefei, Anhui, 2021

Publications

• Multi-scale spatiotemporal representation learning for EEG-based emotion recognition
  X. Zhou and X. Peng*
  arXiv preprint arXiv:2404.07589

• Efficient sEMG-based Cross-Subject Joint Angle Estimation via Hierarchical Spiking Attentional Feature Decomposition Network
  X. Zhou, C. Lin, C. Wang and X. Peng*
  arXiv preprint arXiv:2404.07517

• Instance-level 6D pose estimation based on multi-task parameter sharing for robotic grasping
  L. Zhang, X. Zhou, J. Liu, C. Wang* and X. Wu
  Scientific Reports, 2024 (JCR Q2, IF: 4.6)

• Continuous Estimation of Lower Limb Joint Angles From Multi-Stream Signals Based on Knowledge Tracing
  X. Zhou, C. Wang*, L. Zhang, J. Liu, G. Liang, and X. Wu
  IEEE Robotics and Automation Letters, 2023 (JCR Q2, IF: 5.2)

• Time–Frequency Feature Transform Suite for Deep Learning-Based Gesture Recognition Using sEMG Signals
  X. Zhou, J. Ye, C. Wang*, J. Zhong and X. Wu
  Robotica, 2022 (JCR Q3, IF: 2.7)

• A Novel Method for Detecting Misclassifications of the Locomotion Mode in Lower-Limb Exoskeleton Robot Control
  J. Liu, X. Zhou, B. He, P. Li, C. Wang* and X. Wu
  IEEE Robotics and Automation Letters, 2022 (JCR Q2, IF: 5.2)