Wentian Xin

Wentian Xin

Postdoctoral Lecturer

About

Wentian Xin (辛文天) is working as a postdoctoral lecturer at Dalian Maritime University, Dalian, China.

He has published papers in international conferences and journals, such as TMM, TIM, ACMMM, ICME, PR, Neurocomputing, etc.

His research interest is computer vision, human action recognition, embodied Intelligence and multimodal fusion. Google Scholar

Education

  • 09/2024 ~ Present: School of Information Science and Technology, Dalian Maritime University
    • Postdoctoral Lecturer, Underwater Robot Engineering Research Center, Advisor: Prof. Xianping Fu
  • 09/2018 ~ 09/2024: School of Computer Science and Technology, Xidian University
    • Ph.D, Key Laboratory of Big Data and Intelligent Vision, Advisor: Prof. Qiguang Miao
  • 09/2014 ~ 06/2018: School of Artificial Intelligence, Nankai University
    • B.Eng, Institute of Robotics and Automatic Information System, Advisor: Assoc. Prof. Mingzhu Sun, Prof. Xin Zhao

Publications

  • Wentian Xin (First Author), Qiguang Miao*, et al. Skeleton MixFormer: Multivariate Topology Representation for Skeleton-based Action Recognition. Proceedings of the 31st ACM International Conference on Multimedia (ACMMM 2023). CCF A.
  • Qiguang Miao, Wentian Xin (Student First Author), et al. Adaptive Pitfall: Exploring the Effectiveness of Adaptation in Skeleton-based Action Recognition. IEEE Transaction on Multimedia. 2024. JCR Q1 Top，CCF B.
  • Wentian Xin (First Author), Qiguang Miao*, et al. Auto-Learning-GCN: An Ingenious Framework for Skeleton-Based Action Recognition. The 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2023). Best Paper Award. CCF C.
  • Wentian Xin (First Author), Qiguang Miao*, et al. Is Really Correlation Information Represented Well in Self-Attention for Skeleton-based Action Recognition? 2023 IEEE International Conference on Multimedia and Expo (ICME). Oral for the Topic of Action Recognition. CCF B.
  • Wentian Xin (First Author), Qiguang Miao*, et al. Transformer for Skeleton-based Action Recognition: A Review of Recent Advances. Neurocomputing. 2023. JCR Q1 Top，CCF C.
  • Ruyi Liu, Yi Liu, Wentian Xin* (Co-corresponding Author), Qiguang Miao*, et al. Action Jitter Killer: Joint Noise Optimization Cascade for Skeleton-based Action Recognition. IEEE Transactions on Instrumentation and Measurement. JCR Q1 Top，CCF C.
  • Ruyi Liu, Yi Liu, Mengyao Wu, Wentian Xin, Qiguang Miao*, et al. SG-CLR: Semantic representation-guided contrastive learning for self-supervised skeleton-based action recognition. Pattern Recognition. JCR Q1 Top，CCF B.
  • Yi Liu, Ruyi Liu, Wentian Xin, et al. Language-Skeleton Pre-training to Collaborate with Self-Supervised Human Action Recognition. The 7th Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2024). Oral. CCF C.

Honors and Awards

  • 10/2023 Best Paper Award, First Author, The 6th China Conference on Pattern Recognition and Computer Vision (PRCV2023)
  • 09/2023 China National Scholarships for Doctoral Students
  • 05/2023 First Prize, China Electronics Technology Group School-Enterprise Joint Scholarship
  • 09/2022 First Prize, Xidian University Academic Scholarship
  • 2020-2024 Four times supported by Xidian Graduate Student Innovation Fund

Reviewers

  • Pattern Recognition
  • Journal of Big Data
  • Scientific Reports
  • Neurocomputing
  • IET IMAGE PROCESSING
  • The Visual Computer
  • Multimedia Systems
  • International Journal of Machine Learning and Cybernetics
  • Cluster Computing
  • Journal of Real-Time Image Processing