PPaperPicks

Xiao Liu

Microsoft Research Asia, Beijing, China

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8893-366X ↗Google Scholar ↗Homepage ↗

Venues

ACL ×7ICML ×4AAAI ×1EMNLP ×1NAACL ×1NeurIPS ×1WSDM ×1

Frequent coauthors

Yeyun Gong
×11
Lei Ji
×5
Nan Duan
×5
Zhenghao Lin
×3
Yujiu Yang
×3
Yelong Shen
×3
Weizhu Chen
×3
Yan Zhang
×2
Xiao Liang
×2
Peng Cheng
×2
Haebin Shin
×2
Qi Chen
×2

Papers

  1. COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval
    ACL 2026 ·
    Boci Peng
    , Xiao Liu,
    Boren Hu
    ,
    Yun Zhu
    ,
    Xuanbo Fan
    ,
    Yanwei Yue
    ,
    Chunyu Yang
    ,
    Yan Zhang
  2. Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
    ACL 2026 ·
    Kailai Yang
    , Xiao Liu,
    Lei Ji
    ,
    Hao Li
    ,
    Xiao Liang
    ,
    Zhiwei Liu
    ,
    Yeyun Gong
    ,
    Peng Cheng
    ,
    Mao Yang
  3. DynamixSFT: Dynamic Mixture Optimization of Instruction Tuning Collections
    ACL 2026 ·
    Haebin Shin
    ,
    Lei Ji
    , Xiao Liu,
    Zhiwei Yu
    ,
    Hyunwoo Yoo
    ,
    Qi Chen
    ,
    Yeyun Gong
  4. EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain
    ACL 2026 ·
    Yi-Fan Lu
    ,
    Xian-Ling Mao
    ,
    Bo Wang
    , Xiao Liu,
    Heyan Huang
  5. LayerNorm Induces Recency Bias in Transformer Decoders
    ACL 2026 ·
    Junu Kim
    , Xiao Liu,
    Zhenghao Lin
    ,
    Lei Ji
    ,
    Yeyun Gong
    ,
    Edward Choi
  6. Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
    ACL 2026 ·
    Zhong-Zhi Li
    ,
    Xiao Liang
    ,
    Zihao Tang
    ,
    Lei Ji
    ,
    Peijie Wang
    ,
    Haotian Xu
    ,
    Xing W
    ,
    Haizhen Huang
    ,
    Weiwei Deng
    ,
    Yeyun Gong
    ,
    Zhijiang Guo
    , Xiao Liu,
    Fei Yin
    ,
    Cheng-Lin Liu
  7. Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning
    NAACL 2025 ·
    Sungjin Park
    , Xiao Liu,
    Yeyun Gong
    ,
    Edward Choi
  8. EpiCoder: Encompassing Diversity and Complexity in Code Generation
    ICML 2025 ·
    Yaoxiang Wang
    ,
    Haoling Li
    ,
    Xin Zhang
    ,
    Jie Wu
    , Xiao Liu,
    Wenxiang Hu
    ,
    Zhongxin Guo
    ,
    Yangyu Huang
    ,
    Ying Xin
    ,
    Yujiu Yang
    ,
    Jinsong Su
    ,
    Qi Chen
    ,
    Scarlett Li
  9. Key-Point-Driven Data Synthesis with Its Enhancement on Mathematical Reasoning
    AAAI 2025 ·
    Yiming Huang
    , Xiao Liu,
    Yeyun Gong
    ,
    Zhibin Gou
    ,
    Yelong Shen
    ,
    Nan Duan
    ,
    Weizhu Chen
  10. Optimizing Large Language Model Training Using FP4 Quantization
    ICML 2025 ·
    Ruizhe Wang
    ,
    Yeyun Gong
    , Xiao Liu,
    Guoshuai Zhao
    ,
    Ziyue Yang
    ,
    Baining Guo
    ,
    Zheng-Jun Zha
    ,
    Peng Cheng
  11. Overcoming Vocabulary Mismatch: Vocabulary-agnostic Teacher Guided Language Modeling
    ICML 2025 ·
    Haebin Shin
    ,
    Lei Ji
    , Xiao Liu,
    Yeyun Gong
  12. Teaching Your Models to Understand Code via Focal Preference Alignment
    EMNLP 2025 ·
    Jie Wu
    ,
    Haoling Li
    ,
    Xin Zhang
    , Xiao Liu,
    Yangyu Huang
    ,
    Jianwen Luo
    ,
    Yizhen Zhang
    ,
    Zuchao Li
    ,
    Ruihang Chu
    ,
    Yujiu Yang
    ,
    Scarlett Li
  13. Competition-Level Problems are Effective LLM Evaluators
    ACL 2024 ·
    Yiming Huang
    ,
    Zhenghao Lin
    , Xiao Liu,
    Yeyun Gong
    ,
    Shuai Lu
    ,
    Fangyu Lei
    ,
    Yaobo Liang
    ,
    Yelong Shen
    ,
    Chen Lin
    ,
    Nan Duan
    ,
    Weizhu Chen
  14. LEAD: Liberal Feature-based Distillation for Dense Retrieval
    WSDM 2024 ·
    Hao Sun
    , Xiao Liu,
    Yeyun Gong
    ,
    Anlei Dong
    ,
    Jingwen Lu
    ,
    Yan Zhang
    ,
    Linjun Yang
    ,
    Rangan Majumder
    ,
    Nan Duan
  15. Not All Tokens Are What You Need for Pretraining
    NeurIPS 2024 ·
    Zhenghao Lin
    ,
    Zhibin Gou
    ,
    Yeyun Gong
    , Xiao Liu,
    Yelong Shen
    ,
    Ruochen Xu
    ,
    Chen Lin
    ,
    Yujiu Yang
    ,
    Jian Jiao
    ,
    Nan Duan
    ,
    Weizhu Chen
  16. Using Left and Right Brains Together: Towards Vision and Language Planning
    ICML 2024 ·
    Jun Cen
    ,
    Chenfei Wu
    , Xiao Liu,
    Shengming Yin
    ,
    Yixuan Pei
    ,
    Jinglong Yang
    ,
    Qifeng Chen
    ,
    Nan Duan
    ,
    Jianguo Zhang