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Xiafei Qiu
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2020 – today
- 2024
- [c2]Donglin Zhuang, Zhen Zheng, Haojun Xia, Xiafei Qiu, Junjie Bai, Wei Lin, Shuaiwen Leon Song:
MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures. OSDI 2024: 989-1005 - [i2]Bin Lin, Tao Peng, Chen Zhang, Minmin Sun, Lanbo Li, Hanyu Zhao, Wencong Xiao, Qi Xu, Xiafei Qiu, Shen Li, Zhigang Ji, Yong Li, Wei Lin:
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache. CoRR abs/2401.02669 (2024) - 2023
- [j3]Zhen Zheng
, Zaifeng Pan
, Dalin Wang
, Kai Zhu
, Wenyi Zhao
, Tianyou Guo
, Xiafei Qiu
, Minmin Sun
, Junjie Bai
, Feng Zhang
, Xiaoyong Du
, Jidong Zhai
, Wei Lin
:
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach. Proc. ACM Manag. Data 1(3): 206:1-206:29 (2023) - [j2]Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity. Proc. VLDB Endow. 17(2): 211-224 (2023) - [c1]Zaifeng Pan
, Zhen Zheng
, Feng Zhang
, Ruofan Wu
, Hao Liang
, Dalin Wang
, Xiafei Qiu
, Junjie Bai
, Wei Lin
, Xiaoyong Du
:
RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. ASPLOS (4) 2023: 268-286 - [i1]Haojun Xia, Zhen Zheng, Yuchao Li, Donglin Zhuang, Zhongzhu Zhou, Xiafei Qiu, Yong Li, Wei Lin, Shuaiwen Leon Song:
Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity. CoRR abs/2309.10285 (2023)
2010 – 2019
- 2018
- [j1]Xiafei Qiu, Wubin Cen, Zhengping Qian, You Peng, Ying Zhang
, Xuemin Lin, Jingren Zhou:
Real-time Constrained Cycle Detection in Large Dynamic Graphs. Proc. VLDB Endow. 11(12): 1876-1888 (2018)
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