---
title: "Ziqian Zeng — papers of 2025 — 3 papers, the most cited first"
description: "Ziqian Zeng — papers of 2025: 3 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Ziqian Zeng — papers of 2025 — 3 papers, the most cited first

3 papers · [all years of Ziqian Zeng](https://md.research.elamur.ai/free/en/authors/ziqian-zeng/#years)

**[PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration](https://md.research.elamur.ai/free/en/papers/zeng-2025-privacyrestore-privacy-preserving-inference-large/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziqian Zeng, Jianwei Wang, Junyao Yang, et al.*2025 · 13 citations*

**[Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/hu-2025-context-reasoner-incentivizing-reasoning-capability/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Wenbin Hu, Haoran Li, Huihao Jing, et al.*2025 · 7 citations*

**[SDD: Self-Degraded Defense against Malicious Fine-tuning](https://md.research.elamur.ai/free/en/papers/chen-2025-sdd-self-degraded-defense-against/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**ZiXuan Chen, Weikai Lu, Xin Lin, et al.*2025 · 4 citations*