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Yi Liu

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

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Venues

AAAI ×4ACL ×4EMNLP ×2NeurIPS ×2ICLR ×1

Frequent coauthors

Zhendong Mao
×11
Quan Wang
×6
Mingye Zhu
×6
Junbo Guo
×4
Lei Zhang
×4
Licheng Zhang
×3
Zheren Fu
×3
Yongdong Zhang
×3
Yixing Peng
×2
Dianqing Liu
×2
Shancheng Fang
×1
Peijian Gu
×1

Papers

  1. FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations
    AAAI 2026 ·
    Yixing Peng
    ,
    Licheng Zhang
    ,
    Shancheng Fang
    , Yi Liu,
    Peijian Gu
    ,
    Quan Wang
  2. In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback
    AAAI 2026 ·
    Mingye Zhu
    , Yi Liu,
    Zheren Fu
    ,
    Quan Wang
    ,
    Yongdong Zhang
  3. Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation
    ACL 2025 ·
    Jingxuan Han
    ,
    Zhendong Mao
    , Yi Liu,
    Yexuan Che
    ,
    Zheren Fu
    ,
    Quan Wang
  4. Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models
    NeurIPS 2025 · Yi Liu,
    Dianqing Liu
    ,
    Mingye Zhu
    ,
    Junbo Guo
    ,
    Yongdong Zhang
    ,
    Zhendong Mao
  5. Leveraging robust optimization for llm alignment under distribution shifts
    NeurIPS 2025 ·
    Mingye Zhu
    , Yi Liu,
    Zheren Fu
    ,
    Yongdong Zhang
    ,
    Zhendong Mao
  6. Mitigating Biases in Language Models via Bias Unlearning
    EMNLP 2025 ·
    Dianqing Liu
    , Yi Liu,
    Guoqing Jin
    ,
    Zhendong Mao
  7. On-the-fly Preference Alignment via Principle-Guided Decoding
    ICLR 2025 ·
    Mingye Zhu
    , Yi Liu,
    Lei Zhang
    ,
    Junbo Guo
    ,
    Zhendong Mao
  8. Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
    AAAI 2024 ·
    Yihan Chen
    ,
    Benfeng Xu
    ,
    Quan Wang
    , Yi Liu,
    Zhendong Mao
  9. Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering
    ACL 2024 ·
    Yixing Peng
    ,
    Quan Wang
    ,
    Licheng Zhang
    , Yi Liu,
    Zhendong Mao
  10. FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
    EMNLP 2024 ·
    Mingye Zhu
    , Yi Liu,
    Quan Wang
    ,
    Junbo Guo
    ,
    Zhendong Mao
  11. Gradual Residuals Alignment: A Dual-Stream Framework for GAN Inversion and Image Attribute Editing
    AAAI 2024 ·
    Hao Li
    ,
    Mengqi Huang
    ,
    Lei Zhang
    ,
    Bo Hu
    , Yi Liu,
    Zhendong Mao
  12. Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion
    ACL 2024 ·
    Guangqian Yang
    , Yi Liu,
    Lei Zhang
    ,
    Licheng Zhang
    ,
    Hongtao Xie
    ,
    Zhendong Mao
  13. LIRE: listwise reward enhancement for preference alignment
    ACL 2024 ·
    Mingye Zhu
    , Yi Liu,
    Lei Zhang
    ,
    Junbo Guo
    ,
    Zhendong Mao