PPaperPicks

Song Liu

14 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

ICML ×3NeurIPS ×3AAAI ×2ECML-PKDD ×1ICRA ×1ICSE ×1NAACL ×1NDSS ×1WWW ×1

Frequent coauthors

Mark Beaumont
×3
Bo Jiang
×2
Zhigang Lu
×2
Chenchen Li
×2
Chengfu Tang
×2
Xudong Wang
×2
Josh Givens
×2
Henry W. J. Reeve
×2
Jack Simons
×2
Yiru Gong
×1
Changzhi Zhao
×1
Junrong Liu
×1

Papers

  1. GARNET: GoT-Based Alert Reduction and Narrative Event Tracing
    AAAI 2026 ·
    Yiru Gong
    , Song Liu,
    Changzhi Zhao
    ,
    Junrong Liu
    ,
    Tian Tian
    ,
    Xiaobo Yang
    ,
    Bo Jiang
    ,
    Zhigang Lu
  2. SACK: Systematic Generation of Function Substitution Attacks Against Control-Flow Integrity
    NDSS 2026 ·
    Zhechang Zhang
    ,
    Hengkai Ye
    , Song Liu,
    Hong Hu
  3. A Light-Weight Framework for Open-Set Object Detection with Decoupled Feature Alignment in Joint Space
    ICRA 2025 ·
    Yonghao He
    ,
    Hu Su
    ,
    Haiyong Yu
    ,
    Cong Yang
    ,
    Wei Sui
    ,
    Cong Wang
    , Song Liu
  4. Code Comment Inconsistency Detection and Rectification Using a Large Language Model
    ICSE 2025 ·
    Guoping Rong
    ,
    Yongda Yu
    , Song Liu,
    Xin Tan
    ,
    Tianyi Zhang
    ,
    Haifeng Shen
    ,
    Jidong Hu
  5. DMT-RoleBench: A Dynamic Multi-Turn Dialogue Based Benchmark for Role-Playing Evaluation of Large Language Model and Agent
    AAAI 2025 ·
    Dingbo Yuan
    ,
    Yipeng Chen
    ,
    Guodong Liu
    ,
    Chenchen Li
    ,
    Chengfu Tang
    ,
    Dongxu Zhang
    ,
    Zhenkui Wang
    ,
    Xudong Wang
    , Song Liu
  6. Direct Fisher Score Estimation for Likelihood Maximization
    NeurIPS 2025 ·
    Sherman Khoo
    ,
    Yakun Wang
    , Song Liu,
    Mark Beaumont
  7. ForceFM: Enhancing Protein-Ligand Predictions through Force-Guided Flow Matching
    NeurIPS 2025 ·
    Huanlei Guo
    , Song Liu,
    Bingyi Jing
  8. Score Matching with Missing Data
    ICML 2025 ·
    Josh Givens
    , Song Liu,
    Henry W. J. Reeve
  9. A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy
    NAACL 2024 ·
    Fan Zhang
    ,
    Mei Tu
    , Song Liu,
    Jinyao Yan
  10. A Merge Sort Based Ranking System for the Evaluation of Large Language Models
    ECML-PKDD 2024 ·
    Chenchen Li
    ,
    Linfeng Shi
    ,
    Chunyi Zhou
    ,
    Zhaoxin Huan
    ,
    Chengfu Tang
    ,
    Xiaolu Zhang
    ,
    Xudong Wang
    ,
    Jun Zhou
    , Song Liu
  11. Conditional Outcome Equivalence: A Quantile Alternative to CATE
    NeurIPS 2024 ·
    Josh Givens
    ,
    Henry W. J. Reeve
    , Song Liu,
    Katarzyna Reluga
  12. ContraMTD: An Unsupervised Malicious Network Traffic Detection Method based on Contrastive Learning
    WWW 2024 ·
    Xueying Han
    ,
    Susu Cui
    ,
    Jian Qin
    , Song Liu,
    Bo Jiang
    ,
    Cong Dong
    ,
    Zhigang Lu
    ,
    Baoxu Liu
  13. Minimizing f-Divergences by Interpolating Velocity Fields
    ICML 2024 · Song Liu,
    Jiahao Yu
    ,
    Jack Simons
    ,
    Mingxuan Yi
    ,
    Mark Beaumont
  14. Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
    ICML 2024 ·
    Louis Sharrock
    ,
    Jack Simons
    , Song Liu,
    Mark Beaumont