Lequn Chen
Lequn Chen has 3 papers in our library, in 2023–2025, most of them on Language models & pretraining, Efficient models & compression; often with Arvind Krishnamurthy, Zihao Ye, Baris Kasikci.
OpenAlex · ORCID · h-index 18 · 48 works · 1,706 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 382 times in our library · ⭐ Paper Stars ranking: #4750
Affiliations
Fields, topics and concepts
📚 Shelves 10The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 2 worksHardware and Architecture · 2 worksLanguage and Linguistics · 2 worksEngineering · 1 workComputational Theory and Mathematics · 1 workComputer Vision and Pattern Recognition · 1 workElectrical and Electronic Engineering · 1 workInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEfficient models & compression · 1 work
Works by year
2020s
Papers
- FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving (2025 · 177 citations)
FlashInfer is an attention engine for LLM inference serving. It targets two problems: serving workloads keep changing, and attention variants and GPU architectures differ widely. Today each serving system ships its own narrow attention kernels, which is costly to maintain. FlashInfer replaces them with one… - Atom: Low-bit Quantization for Efficient and Accurate LLM Serving (2023 · 156 citations)
LLM serving relies on batching to keep GPUs busy, and quantization can further reduce memory use and compute cost. - Punica: Multi-Tenant LoRA Serving (2023 · 81 citations)
Organisations that fine-tune one base LLM with LoRA for many tenants usually end up running each adapter as a separate model.
Co-authors here
- Arvind Krishnamurthy ×3
- Zihao Ye ×3
- Baris Kasikci ×2
- Luis Ceze ×2
- Tianqi Chen ×2
- Danyang Zhuo
- Kan Zhu
- Yilong Zhao
Venues
- MLSys 2024 ×3
Cited by
Updated
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