Mengshu Sun

Venues

Frequent coauthors

Papers

1. Collaboration of Fusion and Independence: Hypercomplex-driven Robust Multi-Modal Knowledge Graph Completion
   ACL 2026 ·

   Zhiqiang Liu

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2. Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
   ACL 2026 ·

   Yichi Zhang

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3. LookAhead Tuning: Safer Language Models via Partial Answer Previews
   WSDM 2026 ·

   Kangwei Liu

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4. Self-Correction Distillation for Structured Data Question Answering
   AAAI 2026 ·

   Yushan Zhu

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5. Sparse-RL: Breaking the Memory Wall in LLM Reinforcement Learning via Stable Sparse Rollouts
   ACL 2026 ·

   Sijia Luo

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6. Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
   AAAI 2026 ·

   Jun Xu

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7. Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
   ACL 2025 ·

   Yichi Zhang

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8. Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
   AAAI 2025 ·

   Lin Yuan

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9. K-ON: Stacking Knowledge on the Head Layer of Large Language Model
   AAAI 2025 ·

   Lingbing Guo

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10. KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
    WWW 2025 ·

    Lei Liang

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11. LightThinker: Thinking Step-by-Step Compression
    EMNLP 2025 ·

    Jintian Zhang

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12. MAQInstruct: Instruction-based Unified Event Relation Extraction
    WWW 2025 ·

    Jun Xu

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13. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
    WWW 2025 ·

    Yujie Luo

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14. OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
    WWW 2025 ·

    Zhiqiang Liu

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15. Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
    WWW 2025 ·

    Zhouyu Jiang

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16. SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
    EMNLP 2025 ·

    Zhiqiang Liu

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17. Efficient Knowledge Infusion via KG-LLM Alignment
    ACL 2024 ·

    Zhouyu Jiang

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18. Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Networks
    IROS 2024 ·

    Hao Cheng

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19. IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
    ACL 2024 ·

    Honghao Gui

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20. InstructIE: A Bilingual Instruction-based Information Extraction Dataset
    ISWC 2024 ·

    Honghao Gui

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21. MKGL: Mastery of a Three-Word Language
    NeurIPS 2024 ·

    Lingbing Guo

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22. OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
    VLDB 2024 ·

    Ningyu Zhang

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23. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
    EMNLP 2024 ·

    Jintian Zhang

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