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Mengqi Zhang

11 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ACL ×3EMNLP ×3SIGIR ×2AAAI ×1ICLR ×1SIGKDD ×1

Frequent coauthors

Pengjie Ren
×10
Zhumin Chen
×10
Zhaochun Ren
×6
Xiaotian Ye
×5
Shiguang Wu
×4
Maarten de Rijke
×4
Qiang Liu
×3
Shu Wu
×3
Chi Zhang
×2
Jiahuan Pei
×2
Qiyang Chen
×1
Runxi Cheng
×1

Papers

  1. Mixture-of-RAG: Integrating Text and Tables with Large Language Models
    SIGKDD 2026 ·
    Chi Zhang
    ,
    Qiyang Chen
    , Mengqi Zhang
  2. Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
    ACL 2026 ·
    Chi Zhang
    , Mengqi Zhang,
    Xiaotian Ye
    ,
    Runxi Cheng
    ,
    Zisheng Zhou
    ,
    Ying Zhou
    ,
    Pengjie Ren
    ,
    Zhumin Chen
  3. Constrained Auto-Regressive Decoding Constrains Generative Retrieval
    SIGIR 2025 ·
    Shiguang Wu
    ,
    Zhaochun Ren
    ,
    Xin Xin
    ,
    Jiyuan Yang
    , Mengqi Zhang,
    Zhumin Chen
    ,
    Maarten de Rijke
    ,
    Pengjie Ren
  4. ExcluIR: Exclusionary Neural Information Retrieval
    AAAI 2025 ·
    Wenhao Zhang
    , Mengqi Zhang,
    Shiguang Wu
    ,
    Jiahuan Pei
    ,
    Zhaochun Ren
    ,
    Maarten de Rijke
    ,
    Zhumin Chen
    ,
    Pengjie Ren
  5. KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
    EMNLP 2025 · Mengqi Zhang,
    Bowen Fang
    ,
    Qiang Liu
    ,
    Xiaotian Ye
    ,
    Shu Wu
    ,
    Pengjie Ren
    ,
    Zhumin Chen
    ,
    Liang Wang
  6. UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
    EMNLP 2025 ·
    Wenyu Wang
    , Mengqi Zhang,
    Xiaotian Ye
    ,
    Zhaochun Ren
    ,
    Pengjie Ren
    ,
    Zhumin Chen
  7. Uncovering Overfitting in Large Language Model Editing
    ICLR 2025 · Mengqi Zhang,
    Xiaotian Ye
    ,
    Qiang Liu
    ,
    Shu Wu
    ,
    Pengjie Ren
    ,
    Zhumin Chen
  8. Generative Retrieval as Multi-Vector Dense Retrieval
    SIGIR 2024 ·
    Shiguang Wu
    ,
    Wenda Wei
    , Mengqi Zhang,
    Zhumin Chen
    ,
    Jun Ma
    ,
    Zhaochun Ren
    ,
    Maarten de Rijke
    ,
    Pengjie Ren
  9. Knowledge Graph Enhanced Large Language Model Editing
    EMNLP 2024 · Mengqi Zhang,
    Xiaotian Ye
    ,
    Qiang Liu
    ,
    Pengjie Ren
    ,
    Shu Wu
    ,
    Zhumin Chen
  10. MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
    ACL 2024 ·
    Pengjie Ren
    ,
    Chengshun Shi
    ,
    Shiguang Wu
    , Mengqi Zhang,
    Zhaochun Ren
    ,
    Maarten de Rijke
    ,
    Zhumin Chen
    ,
    Jiahuan Pei
  11. Self-Supervised Position Debiasing for Large Language Models
    ACL 2024 ·
    Zhongkun Liu
    ,
    Zheng Chen
    , Mengqi Zhang,
    Zhaochun Ren
    ,
    Pengjie Ren
    ,
    Zhumin Chen