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Author

Lele Zheng

Observed name: Zheng, Lele
Institution: Xidian University
Observed institution: Xidian University
OpenAlex ID: A5123311947
FedGSA: Geometry-Consistent Subspace Aggregation for Differentially Private Federated LoRA
2026 · Zheng, Lele, Hu, Ruijie, et al. · arXiv (Cornell University)
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Noise-Aware Shrinkage for Differentially Private Zeroth-Order Fine-Tuning of Large Language Models
2026 · Zheng, Lele, Kong, Weifeng, et al. · arXiv (Cornell University)
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From Bilinear to Linear: Differentially Private Federated LoRA via Low-Dimensional Parameterization
2026 · Zheng, Lele, Hu, Ruijie, et al. · arXiv (Cornell University)
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Differentially Private Subspace Fine-Tuning for Large Language Models
2026 · Lele Zheng, Xiang Wang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
Differentially Private Subspace Fine-Tuning for Large Language Models
2026 · Zheng, Lele, Wang, Xiang, et al. · arXiv (Cornell University)
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DP3: Differentially Private Prompt Perturbation for Multi-turn LLM Inference
2026 · Lele Zheng, Chao Zhang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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Works count: 6
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