Chuanyi Liu

Venues

Frequent coauthors

Papers

1. AFT-Tab: Adversarial Fine-Tuning for Tabular Data Synthesis with Long Text Columns
   ACL 2026 ·

   Yuhao Zhang

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2. Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning
   ACL 2026 ·

   Yiming Huang

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3. Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs
   ACL 2026 ·

   Yiming Huang

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4. The Asymmetric Vulnerability: Bypassing LLM Defenses via Guardrail-Model Mismatch
   WWW 2026 ·

   Junyi Wang

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5. CRED-SQL: Enhancing Real-World Large Scale Database Text-to-SQL Parsing Through Cluster Retrieval and Execution Description
   ECAI 2025 ·

   Shaoming Duan

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6. DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation
   NAACL 2025 ·

   Shaoming Duan

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7. Privacy-Preserving Social Recommendation: Privacy Leakage and Countermeasure
   RecSys 2025 ·

   Yuyue Chen

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8. SPFT-SQL: Enhancing Large Language Model for Text-to-SQL Parsing by Self-Play Fine-Tuning
   EMNLP 2025 ·

   Yuhao Zhang

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9. TS-SQL: Test-driven Self-refinement for Text-to-SQL
   EMNLP 2025 ·

   Wenbo Xu

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10. Uncertainty-Aware Probabilistic Risk Quantification of SOTIF for Autonomous Vehicles
    ICRA 2025 ·

    Botao Yao

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11. Enhancing Text-to-SQL Parsing through Question Rewriting and Execution-Guided Refinement
    ACL 2024 ·

    Wenxin Mao

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12. ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization
    AAAI 2024 ·

    Shuoran Jiang

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