Yuling Liu
Yuling Liu has 2 papers in our library, in 2026, most of them on Reasoning, Language models & pretraining, Efficient models & compression; often with Yunpeng Li, Wei Dong, Wei Zhang.
OpenAlex · ORCID · h-index 2 · 23 works · 5 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workHardware and Architecture · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksEfficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- MirageBackdoor: A Stealthy Attack that Induces Think-Well-Answer-Wrong Reasoning (2026)
The paper presents MirageBackdoor (MirageBD), a backdoor attack on Chain-of-Thought reasoning in LLMs. Earlier CoT backdoors such as BadChain, ShadowCoT and DecepChain produce wrong answers by corrupting the reasoning itself, which process-monitoring defenses can catch. MirageBD instead leaves the visible reasoning… - ReasMark: A Robust Watermark for Attributing LLM Reasoning Under Knowledge Distillation Attacks (2026)
Reasoning-capable LLMs are costly to build. A competitor can still copy their step-by-step behavior by querying a deployed model and training a student on its outputs, including the reasoning traces. Conventional text watermarks (token-level logit biases or sampling rules) tend to disappear in this process, because…
Co-authors here
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