PPaperPicks

Xiaoxia Wu

4 papers at tracked venues · 4 at CORE A* · active 2024–2024

Venues

Frequent coauthors

Zhewei Yao
×4
Yuxiong He
×3
Connor Holmes
×2
Cheng Li
×2
Olatunji Ruwase
×2
Conglong Li
×1
Minjia Zhang
×1
Stephen Youn
×1
Zhenyu Zhang
×1
Runjin Chen
×1
Shiwei Liu
×1
Beidi Chen
×1

Papers

  1. DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing
    AAAI 2024 ·
    Conglong Li
    ,
    Zhewei Yao
    , Xiaoxia Wu,
    Minjia Zhang
    ,
    Connor Holmes
    ,
    Cheng Li
    ,
    Yuxiong He
  2. Exploring Post-training Quantization in LLMs from Comprehensive Study to Low Rank Compensation
    AAAI 2024 ·
    Zhewei Yao
    , Xiaoxia Wu,
    Cheng Li
    ,
    Stephen Youn
    ,
    Yuxiong He
  3. Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding
    NeurIPS 2024 ·
    Zhenyu Zhang
    ,
    Runjin Chen
    ,
    Shiwei Liu
    ,
    Zhewei Yao
    ,
    Olatunji Ruwase
    ,
    Beidi Chen
    , Xiaoxia Wu,
    Zhangyang Wang
  4. ZeRO++: Extremely Efficient Collective Communication for Large Model Training
    ICLR 2024 ·
    Guanhua Wang
    ,
    Heyang Qin
    ,
    Sam Ade Jacobs
    , Xiaoxia Wu,
    Connor Holmes
    ,
    Zhewei Yao
    ,
    Samyam Rajbhandari
    ,
    Olatunji Ruwase
    ,
    Feng Yan
    ,
    Lei Yang
    ,
    Yuxiong He