Binqian Xu   徐斌倩 I'm currently a PhD student at Nanjing University of Science and Technology, affiliated with Intelligent Media Analysis Group (IMAG), supervised by Prof. Xiangbo Shu. Email: xubinq11@gmail.com Github: https://github.com/1xbq1 ORCID: https://orcid.org/0000-0003-3904-1400

Researh Interests

News

• [2022-05-26] Published a paper in IEEE TIP.
• [2022-11-17] Published a paper in IEEE TPAMI.
• [2023-03-10] Published a paper in IEEE TNNLS.
• [2024-09-26] Published a paper in NeurIPS.

Education & Experience

• 2022.09-until now     Nanjing University of Science and Technology
Ph.D. Candidate, Computer Science and Technology
• 2020.09-2022.09     Nanjing University of Science and Technology
master, Computer Science and Technology
• 2016.09-2020.06     University of South China
undergraduate, Software Engineering

Publications [ORCID]

• 
  X-invariant Contrastive Augmentation and Representation Learning for Semi-Supervised Skeleton-Based Action Recognition
  Binqian Xu, Xiangbo Shu, and Yan Song
  IEEE Transactions on Image Processing (IEEE TIP), 2022
  [pdf]|[code]
  
• 
  Multi-Granularity Anchor- Contrastive Representation Learning for Semi-Supervised Skeleton-Based Action Recognition
  Xiangbo Shu, Binqian Xu, Liyan Zhang, Jinhui Tang
  IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), 2023
  [pdf]|[code]
  
• 
  Spatiotemporal Decouple- and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition
  Binqian Xu, Xiangbo Shu, Jiachao Zhang, Guangzhao Dai, and Yan Song
  IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023
  [pdf]|[code]
  
• 
  DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
  Binqian Xu, Xiangbo Shu, Haiyang Mei, Zechen Bai, Basura Fernando, Mike Zheng Shou, Jinhui Tang
  The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024
  [pdf]|[code]