Weidi Luo
Weidi Luo has 2 papers in our library, in 2025, most of them on Language models & pretraining, Reasoning, Bias, fairness & safety; often with Chaowei Xiao, Huan Sun, Mingyu Jin.
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📄 2 works in our library · 🔗 Cited 49 times in our library · ⭐ Paper Stars ranking: #7436
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 workSafety Research · 1 workSocial Sciences · 1 work
🧭 Topics 3Research subjects and languages the work is about.Bias, fairness & safety · 1 workLanguage models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Disentangling Memory and Reasoning Ability in Large Language Models (2025 · 45 citations)
Large language models typically answer knowledge-heavy questions with one undivided chain of thought. This makes it hard to tell whether a wrong answer comes from missing facts or from faulty logic, and the blending is associated with knowledge being lost mid-chain and with hallucination. - AGrail: A Lifelong Agent Guardrail with Effective and Adaptive Safety Detection (2025 · 20 citations)
LLM-based agents that run shell commands, browse websites or query databases can cause harm in two ways. Task-specific risks break rules that an administrator sets for a given job, such as access restrictions on medical records. Systemic risks threaten confidentiality, integrity or availability, for example through…
Co-authors here
- Chaowei Xiao
- Huan Sun
- Mingyu Jin
- Muhao Chen
- Ruixiang Tang
- Sitao Cheng
- Suman Banerjee
- Wenyue Hua
- William Yang Wang
- Xiaogeng Liu
- Xinyi Wang
- Yongfeng Zhang
Venues
Cited by
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