Be yourself !

College of Computer Science and Technology,
National University of Defense Technology (NUDT)
Changsha, China
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Xinyi Wu

Hi, I'm currently a Ph.D student in College of Computer Science and Technology at National University of Defense Technology (NUDT), advised by Prof. Zhiping Cai. Previously, I received my bachelor degree (Network Engineering) at (NUDT). My current interests including Multi-modal Retrieval, Person Re-identification, and Federated Learning.

Publications

2025

• [ICME2025] Xinyi Wu, Cuiqun Chen, Hui Zeng, Zhiping Cai*, Bo Du and Mang Ye*. “Interactive Sketch-based Person Re-Identification with Text Feedback.” International Conference on Multimedia and Expo (ICME) (2025)
  (CCF-B)
  [Code]

• [ICML2025] Hui Zeng, Wenke Huang, Tongqing Zhou, Xinyi Wu, Guancheng Wan, Yingwen Chen and Zhiping Cai. “Does one-shot give the best shot? Mitigating Model Inconsistency in One-shot Federated Learning.” International Conference on Machine Learning (ICML) (2025)
  (CCF-A)
  [Code]

2024

• [AAAI24] Xinyi Wu, Wentao Ma*, Dan Guo, Tongqing Zhou*, Shan Zhao, Zhiping Cai*. “Text-based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning.” Proceedings of the AAAI Conference on Artificial Intelligence 38 (6), 6162-6170.
  (CCF-A)
  📋 Paper  /   Code
• [TMM] Wentao Ma, Xinyi Wu, Shan Zhao*, Tongqing Zhou*, Dan Guo, Lichuan Gu, Zhiping Cai, Meng Wang. “FedSH: Towards Privacy-Preserving Text-Based Person Re-Identification.” IEEE Transactions on Multimedia (2024): 5065-5077.
  (Q1, CCF-B)
  📋 Paper  /   Code

2022

• [SRDS] Hui Zeng, Tongqing Zhou*, Xinyi Wu, Zhiping Cai*. “Never Too Late: Tracing and Mitigating Backdoor Attacks in Federated Learning.” Proc. of IEEE International Symposium on Reliable Distributed Systems (2022): 69-81.
  (CCF-B, acceptance rate=23%) Best paper candidate!
  📋 Paper  /   Code

Awards

• [Best Paper Candidate] The 41st IEEE International Symposium on Reliable Distributed Systems, 2022.