---
title: "Guangxuan Xiao — papers of 2024 — Elamur Research"
description: "Guangxuan Xiao — papers of 2024: 5 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Guangxuan Xiao — papers of 2024 — Elamur Research

5 papers · [all years of Guangxuan Xiao](https://md.research.elamur.ai/free/en/authors/guangxuan-xiao/#years)

- [Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference arXiv:2406.10774](https://md.research.elamur.ai/free/en/papers/tang-2024-quest-query-aware-sparsity-efficient/) — Jiaming Tang, Yilong Zhao, Kan Zhu, et al. · 2024 · 203 citations

**[InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory](https://md.research.elamur.ai/free/en/papers/xiao-2024-infllm-training-free-long-context/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Chaojun Xiao, Pengle Zhang, Xu Han, et al.*2024 · 126 citations*

- [QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving MLSys 2025](https://md.research.elamur.ai/free/en/papers/lin-2024-qserve-w4a8kv4-quantization-system-co/) — Yujun Lin, Haotian Tang, Shang Yang, et al. · 2024 · 120 citations
- [DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads arXiv:2410.10819](https://md.research.elamur.ai/free/en/papers/xiao-2024-duoattention-efficient-long-context-llm/) — Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, et al. · 2024 · 114 citations
- [Retrieval Head Mechanistically Explains Long-Context Factuality arXiv:2404.15574](https://md.research.elamur.ai/free/en/papers/wu-2024-retrieval-head-mechanistically-explains-long/) — Wenhao Wu, Yizhong Wang, Guangxuan Xiao, et al. · 2024 · 94 citations