Weilun Zhao
Weilun Zhao has 2 papers in our library, in 2025, most of them on Language models & pretraining; often with Xu Han, Yuxuan Li, Ao Sun.
OpenAlex · h-index 10 · 23 works · 412 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 26 times in our library · ⭐ Paper Stars ranking: #10649
Affiliations
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 worksDecision Sciences · 1 workInformation Systems · 1 workInformation Systems and Management · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling (2025 · 15 citations)
Speculative sampling speeds up LLM decoding. A small draft model proposes tokens, and the full model checks them in parallel. The authors find that this benefit shrinks for models with big vocabularies, such as Llama-3-8B (128k tokens). They re-implemented EAGLE-2 in native C and CUDA to strip away Python and… - AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage (2025 · 12 citations)
The paper addresses automatically reproducing AI experiments from a paper's text. This is difficult because papers often leave out implementation details that a field treats as common knowledge. The authors present AutoReproduce, a multi-agent system that works through three stages in order: it first reviews the…
Co-authors here
- Xu Han ×2
- Yuxuan Li ×2
- Ao Sun
- Duzhen Zhang
- Hao Zhou
- Jianyong Wang
- Jie Zhou
- Maosong Sun
- Qi Shi
- Shuo Wang
- Weilin Zhao
- Xuanle Zhao
Venues
Cited by
Updated
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