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Xinrui Wang
PhD student, Nanjing University of Aeronautics and Astronautics
Intern, Computer Vision Center, Universitat Autónoma de Barcelona
Joined
July 2022
Names
Xinrui Wang
(Preferred)
,
Wang Xinrui
Emails
****@nuaa.edu.cn
(Confirmed)
,
****@qq.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
Nanjing University of Aeronautics and Astronautics
(nuaa.edu.cn)
2023
–
2027
Intern
Computer Vision Center, Universitat Autónoma de Barcelona
(cvc.uab.es)
2025
–
2026
MS student
Nanjing University of Aeronautics and Astronautics
(nuaa.edu.cn)
2021
–
2023
Undergrad student
Northwest Polytechnical University Xi'an
(nwpu.edu.cn)
2017
–
2021
Advisors, Relations & Conflicts
PhD Advisor
Songcan Chen
2021
–
2026
Expertise
unified multi-modal llms
2026
–
Present
backdoor attacks
2024
–
Present
continual learning
2022
–
Present
pu learning
2021
–
Present
Publications
You Never Walk Alone: A Generalizable and Nonparametric Structure Learning Framework
Jiaqiang Zhang
,
Xinrui Wang
,
Songcan Chen
IEEE Transactions on Neural Networks and Learning Systems
Readers:
Everyone
Filter, Obstruct and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning
Xinrui Wang
,
Chuanxing Geng
,
Wenhai Wan
,
Shaoyuan Li
,
Songcan Chen
CoRR 2025
Readers:
Everyone
Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning
Xinrui Wang
,
Shao-Yuan Li
,
Jiaqiang Zhang
,
Songcan Chen
ICML 2025 poster
Readers:
Everyone
Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization
Feihu Huang
,
Chunyu Xuan
,
Xinrui Wang
,
Siqi Zhang
,
Songcan Chen
AISTATS 2025
Readers:
Everyone
Pushing one pair of labels apart each time in multi-label learning: from single positive to full labels
Xiang Li
,
Xinrui Wang
,
Songcan Chen
Sci. China Inf. Sci. 2025
Readers:
Everyone
Enhanced Adaptive Gradient Algorithms for Nonconvex-PL Minimax Optimization
Feihu Huang
,
Chunyu Xuan
,
Xinrui Wang
,
Siqi Zhang
,
Songcan Chen
AISTATS 2025 Poster
Readers:
Everyone
Faster Adaptive Momentum-Based Federated Methods for Distributed Composition Optimization
Feihu Huang
,
Wang Xinrui
,
Siqi Zhang
,
Songcan Chen
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
Wang Xinrui
,
Chuanxing Geng
,
Wenhai Wan
,
Shao-Yuan Li
,
Songcan Chen
NeurIPS 2024 poster
Readers:
Everyone
Adaptive Federated Minimax Optimization with Lower Complexities
Feihu Huang
,
Xinrui Wang
,
Junyi Li
,
Songcan Chen
AISTATS 2024
Readers:
Everyone
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning
Xinrui Wang
,
Chuanxing Geng
,
Wenhai Wan
,
Shao-Yuan Li
,
Songcan Chen
NeurIPS 2024
Readers:
Everyone
View all 18 publications
Co-Authors
Chuanxing Geng
Chunyu Xuan
Feihu Huang
Jiaqiang Zhang
Jiexi Liu
Junyi Li
Ming-Kun Xie
Shao-Yuan Li
Shaoyuan Li
Sheng-Jun Huang
Shengjun Huang
Siqi Zhang
Songcan Chen
Wenhai Wan
Xiang Li