Mengqi Zhang

Venues

Frequent coauthors

Papers

1. Mixture-of-RAG: Integrating Text and Tables with Large Language Models
   SIGKDD 2026 ·

   Chi Zhang

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2. Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse
   ACL 2026 ·

   Chi Zhang

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3. Constrained Auto-Regressive Decoding Constrains Generative Retrieval
   SIGIR 2025 ·

   Shiguang Wu

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4. ExcluIR: Exclusionary Neural Information Retrieval
   AAAI 2025 ·

   Wenhao Zhang

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5. KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing
   EMNLP 2025 · Mengqi Zhang
6. UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets
   EMNLP 2025 ·

   Wenyu Wang

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7. Uncovering Overfitting in Large Language Model Editing
   ICLR 2025 · Mengqi Zhang
8. Generative Retrieval as Multi-Vector Dense Retrieval
   SIGIR 2024 ·

   Shiguang Wu

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9. Knowledge Graph Enhanced Large Language Model Editing
   EMNLP 2024 · Mengqi Zhang
10. MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning
    ACL 2024 ·

    Pengjie Ren

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11. Self-Supervised Position Debiasing for Large Language Models
    ACL 2024 ·

    Zhongkun Liu

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