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Chuanyi Liu

14 papers at tracked venues · 7 at CORE A* · active 2024–2026

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Venues

ACL ×4EMNLP ×2AAAI ×1ECAI ×1ESORICS ×1EUROCRYPT ×1ICRA ×1NAACL ×1RecSys ×1WWW ×1

Frequent coauthors

Peiyi Han
×9
Shaoming Duan
×6
Yuhao Zhang
×4
Liang Yan
×4
Cuiyun Gao
×3
Jinhang Su
×2
Yiming Huang
×2
Zhenbo Shi
×2
Ximing Fu
×2
Mo Li
×2
Jichuan Zeng
×2
Zhibin Zhu
×2

Papers

  1. AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
    ACL 2026 ·
    Yuhao Zhang
    ,
    Liang Yan
    ,
    Shaoming Duan
    ,
    Xinyu Zha
    ,
    Jinhang Su
    ,
    Peiyi Han
    , Chuanyi Liu
  2. Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning
    ACL 2026 ·
    Yiming Huang
    ,
    Zhenbo Shi
    ,
    Shuzheng Gao
    ,
    Cuiyun Gao
    ,
    Peiyi Han
    , Chuanyi Liu
  3. Attacks on Goldreich's Pseudorandom Generators by Grouping and Solving
    EUROCRYPT 2026 ·
    Ximing Fu
    ,
    Mo Li
    ,
    Shihan Lyu
    , Chuanyi Liu
  4. Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
    ACL 2026 ·
    Yiming Huang
    ,
    Zhenbo Shi
    ,
    Xin-Cheng Wen
    ,
    Jichuan Zeng
    ,
    Cuiyun Gao
    ,
    Peiyi Han
    , Chuanyi Liu
  5. The Asymmetric Vulnerability: Bypassing LLM Defenses via Guardrail-Model Mismatch
    WWW 2026 ·
    Junyi Wang
    ,
    Zhibin Zhu
    , Chuanyi Liu
  6. CRED-SQL: Enhancing Real-World Large Scale Database Text-to-SQL Parsing Through Cluster Retrieval and Execution Description
    ECAI 2025 ·
    Shaoming Duan
    ,
    Zirui Wang
    , Chuanyi Liu,
    Zhibin Zhu
    ,
    Yuhao Zhang
    ,
    Peiyi Han
    ,
    Liang Yan
    ,
    Zewu Peng
  7. DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation
    NAACL 2025 ·
    Shaoming Duan
    ,
    Youxuan Wu
    , Chuanyi Liu,
    Yuhao Zhang
    ,
    Zirui Wang
    ,
    Peiyi Han
    ,
    Shengyuan Yu
    ,
    Liang Yan
    ,
    Yingwei Liang
  8. Imitater: An Efficient Shared Mempool Protocol with Application to Byzantine Fault Tolerance
    ESORICS 2025 ·
    Qingming Zeng
    ,
    Mo Li
    ,
    Ximing Fu
    ,
    Hui Jiang
    , Chuanyi Liu
  9. Privacy-Preserving Social Recommendation: Privacy Leakage and Countermeasure
    RecSys 2025 ·
    Yuyue Chen
    ,
    Peng Yang
    ,
    Zoe Lin Jiang
    ,
    Wenhao Wu
    ,
    Junbin Fang
    ,
    Xuan Wang
    , Chuanyi Liu
  10. SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
    EMNLP 2025 ·
    Yuhao Zhang
    ,
    Shaoming Duan
    ,
    Jinhang Su
    , Chuanyi Liu,
    Peiyi Han
  11. TS-SQL: Test-driven Self-refinement for Text-to-SQL
    EMNLP 2025 ·
    Wenbo Xu
    ,
    Haifeng Zhu
    ,
    Liang Yan
    , Chuanyi Liu,
    Peiyi Han
    ,
    Shaoming Duan
    ,
    Jeff Z. Pan
  12. Uncertainty-Aware Probabilistic Risk Quantification of SOTIF for Autonomous Vehicles
    ICRA 2025 ·
    Botao Yao
    ,
    Shuohan Huang
    , Chuanyi Liu,
    Peiyi Han
    ,
    Jie Lin
    ,
    Shaoming Duan
  13. Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement
    ACL 2024 ·
    Wenxin Mao
    ,
    Ruiqi Wang
    ,
    Jiyu Guo
    ,
    Jichuan Zeng
    ,
    Cuiyun Gao
    ,
    Peiyi Han
    , Chuanyi Liu
  14. ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization
    AAAI 2024 ·
    Shuoran Jiang
    ,
    Qingcai Chen
    ,
    Youcheng Pan
    ,
    Yang Xiang
    ,
    Yukang Lin
    ,
    Xiangping Wu
    , Chuanyi Liu,
    Xiaobao Song