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Wenkai Guo, Xuefeng Liu, Haolin Wang, Jianwei Niu, Shaojie Tang, Jing Yuan. Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation. Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 (CCF B)

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Pre One:Xinghao Wu, Jianwei Niu*, Xuefeng Liu, Mingjia Shi, Guogang Zhu, and Shaojie Tang. Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation. Annual Conference on Neural Information Processing Systems, NeurIPS 2025 (CCF A)

Next One:Hao Su, Xuxi Wang, Jianwei Niu*, Xuefeng Liu, Xinghao Wu, Nana Wang. 3DFaceSculptor: A Common Framework for Image-Guided 3D Face Deformation. IEEE Transactions on Visualization and Computer Graphics, TVCG 2025 (CCF A)

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Paper

Wenkai Guo, Xuefeng Liu, Haolin Wang, Jianwei Niu, Shaojie Tang, Jing Yuan. Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation. Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 (CCF B)

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Paper

Wenkai Guo, Xuefeng Liu*, Haolin Wang, Jianwei Niu*, Shaojie Tang, Jing Yuan. Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation. Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 (CCF B)

Wenkai Guo, Xuefeng Liu, Haolin Wang, Jianwei Niu, Shaojie Tang, Jing Yuan. Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation. Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 (CCF B)