Zhuoming Chen
Zhuoming Chen has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning; often with Beidi Chen, Yang Zhou, Yuandong Tian.
OpenAlex · ORCID · h-index 1 · 8 works · 112 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 86 times in our library · ⭐ Paper Stars ranking: #6998
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 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.
Co-authors here
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/zhuoming-chen/