Zhenhua Xu
Zhenhua Xu has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Meng Han, Changting Lin, Jian Li.
OpenAlex · ORCID · h-index 13 · 78 works · 985 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 16 times in our library · ⭐ Paper Stars ranking: #9278
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 2 worksHardware and Architecture · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 workLiterature and Literary Theory · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 2 works
Works by year
2020s
Papers
- MEraser: An Effective Fingerprint Erasure Approach for Large Language Models (2025 · 11 citations)
Backdoor-based fingerprinting lets LLM owners prove ownership through secret trigger–response pairs, but little work has tested how easily these marks can be removed. - CTCC: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor (2025 · 4 citations)
The paper tackles ownership verification for large language models that may be stolen and redistributed. Earlier fingerprinting approaches each have a weak spot. Rare-token triggers stand out under perplexity checks. Natural-looking triggers such as HashChain tend to vanish after fine-tuning or merging. Most… - AdaMARP: An Adaptive Multi-Agent Interaction Framework for General Immersive Role-Playing (2026 · 2 citations)
LLM role-playing systems often feel flat. They mostly generate dialogue, treat the surroundings as static backdrop, and assume one fixed scene with a fixed cast. AdaMARP tackles both problems. Each turn interleaves four marked elements: [Thought], (Action), <Environment> and plain Speech, so world states and events…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/zhenhua-xu/