Ning Zhang
Ning Zhang has 4 papers in our library, in 2018–2026, most of them on Vision & language, Named entity recognition, Language models & pretraining; often with Hao Li, Chaowei Xiao, Heng Ji.
OpenAlex · h-index 1 · 1 works · 9 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 79 times in our library · ⭐ Paper Stars ranking: #4429
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArts and Humanities · 2 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 2 worksHardware and Architecture · 1 work
🧭 Topics 4Research subjects and languages the work is about.Vision & language · 2 worksNamed entity recognition · 1 workBias, fairness & safety · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
2010s
Papers
- Visual Attention Model for Name Tagging in Multimodal Social Media (2018 · 361 citations)
The paper addresses name tagging in social media posts that pair an image with a short, noisy caption. In such posts the text alone is often ambiguous: "Modern Baseball" could be a band or a reference to the sport. The authors built two new multimodal benchmarks, one from Twitter and one from crowdsourced Snapchat… - PIGuard: Prompt Injection Guardrail via Mitigating Overdefense for Free (2025 · 16 citations)
Lightweight prompt guard classifiers screen LLM inputs for prompt injection, but they often learn a shortcut. - Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring (2026 · 10 citations)
Multimodal jailbreak attacks on Large Vision-Language Models (LVLMs) call for detectors that work on attack types never seen in training and that add little runtime cost. - Protecting Language Models Against Unauthorized Distillation through Trace Rewriting (2026)
The paper addresses unauthorized knowledge distillation, in which a third party trains a cheaper student model on reasoning traces collected through a proprietary LLM's API.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×4: ACL 2026 ×2, ACL 2025, ACL 2018
Cited by
Updated
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