Yang Zhou
Yang Zhou has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning; often with Beidi Chen, Yuandong Tian, Zhuoming Chen.
OpenAlex · ORCID · h-index 13 · 71 works · 1,009 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 95 times in our library · ⭐ Paper Stars ranking: #6856
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work
Works by year
2020s
Papers
- MagicPIG: LSH Sampling for Efficient LLM Generation (2024 · 68 citations)
Serving long-context LLMs is constrained by the KV cache. It consumes GPU memory and makes decoding memory-bound. Many speedups keep only the highest-scoring keys (TopK attention). The authors show this is a biased estimator that breaks down when attention is spread out, as in aggregation tasks like common- or… - GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? (2025 · 21 citations)
Existing long-context benchmarks such as RULER, LongBench and LOFT mostly test retrieval or summarization. - RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation (2026 · 9 citations)
Reinforcement learning with verifiable rewards works well for math and code, where answers can be checked.
Co-authors here
- Beidi Chen ×2
- Yuandong Tian ×2
- Zhuoming Chen ×2
- Hongyi Liu
- Jiale Zhao
- Leon Bottou
- Matthijs Douze
- Shunyu Liu
Venues
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