PPaperPicks

Guozheng Li

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

Venues

Frequent coauthors

Peng Wang
×18
Jiajun Liu
×17
Wenjun Ke
×16
Ziyu Shang
×16
Zijie Xu
×11
Ke Ji
×8
Yining Li
×4
Jianghan Liu
×3
Zhizhao Luo
×3
Jiahao Wang
×3
Chenxiao Wu
×3
Yikai Guo
×3

Papers

  1. Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts
    AAAI 2026 ·
    Jiajun Liu
    ,
    Yao He
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Ziyu Shang
    , Guozheng Li,
    Zijie Xu
  2. Benchmarking and Enhancing Rule Knowledge-Driven Reasoning of Large Language Models
    AAAI 2026 ·
    Zijie Xu
    ,
    Wenjun Ke
    ,
    Peng Wang
    , Guozheng Li,
    Qingjian Ni
    ,
    Jiajun Liu
    ,
    Ziyu Shang
    ,
    Jing Zhou
  3. K-STaR: Knowledge-Aware Self-Taught Reasoner
    AAAI 2026 · Guozheng Li,
    Xinyu Zhang
  4. On the Role of Discriminative Models in Generative Relation Extraction
    ACL 2026 · Guozheng Li,
    Peng Wang
    ,
    Zijie Xu
    ,
    Jing Zhou
    ,
    Jiajun Liu
    ,
    Ziyu Shang
  5. Unlearning of Knowledge Graph Embedding via Preference Optimization
    WWW 2026 ·
    Jiajun Liu
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Yao He
    ,
    Ziyu Shang
    , Guozheng Li,
    Zijie Xu
    ,
    Ke Ji
  6. Acquisition and Application of Novel Knowledge in Large Language Models
    ACL 2025 ·
    Ziyu Shang
    ,
    Jianghan Liu
    ,
    Zhizhao Luo
    ,
    Peng Wang
    ,
    Wenjun Ke
    ,
    Jiajun Liu
    ,
    Zijie Xu
    , Guozheng Li
  7. LLM-Guided Semantic-Aware Clustering for Topic Modeling
    ACL 2025 ·
    Jianghan Liu
    ,
    Ziyu Shang
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Zhizhao Luo
    ,
    Jiajun Liu
    , Guozheng Li,
    Yining Li
  8. On the Consistency of Commonsense in Large Language Models
    ACL 2025 · Guozheng Li,
    Peng Wang
    ,
    Wenjun Ke
    ,
    Zijie Xu
    ,
    Jiajun Liu
    ,
    Ziyu Shang
  9. Boosting Textural NER with Synthetic Image and Instructive Alignment
    ACL 2024 ·
    Jiahao Wang
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Hang Zhang
    ,
    Dong Nie
    ,
    Jiajun Liu
    , Guozheng Li,
    Ziyu Shang
  10. ConsistNER: Towards Instructive NER Demonstrations for LLMs with the Consistency of Ontology and Context
    AAAI 2024 ·
    Chenxiao Wu
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Zhizhao Luo
    , Guozheng Li,
    Wanyi Chen
  11. Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
    IJCAI 2024 ·
    Ke Ji
    ,
    Peng Wang
    ,
    Wenjun Ke
    , Guozheng Li,
    Jiajun Liu
    ,
    Jingsheng Gao
    ,
    Ziyu Shang
  12. Empirical Analysis of Dialogue Relation Extraction with Large Language Models
    IJCAI 2024 · Guozheng Li,
    Zijie Xu
    ,
    Ziyu Shang
    ,
    Jiajun Liu
    ,
    Ke Ji
    ,
    Yikai Guo
  13. Fast and Continual Knowledge Graph Embedding via Incremental LoRA
    IJCAI 2024 ·
    Jiajun Liu
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Jiahao Wang
    ,
    Jinhua Gao
    ,
    Ziyu Shang
    , Guozheng Li,
    Zijie Xu
    ,
    Ke Ji
    ,
    Yining Li
  14. Incorporating Schema-Aware Description into Document-Level Event Extraction
    IJCAI 2024 ·
    Zijie Xu
    ,
    Peng Wang
    ,
    Wenjun Ke
    , Guozheng Li,
    Jiajun Liu
    ,
    Ke Ji
    ,
    Xiye Chen
    ,
    Chenxiao Wu
  15. Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning
    IJCAI 2024 ·
    Ziyu Shang
    ,
    Peng Wang
    ,
    Wenjun Ke
    ,
    Jiajun Liu
    ,
    Hailang Huang
    , Guozheng Li,
    Chenxiao Wu
    ,
    Jianghan Liu
    ,
    Xiye Chen
    ,
    Yining Li
  16. Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
    IJCAI 2024 · Guozheng Li,
    Peng Wang
    ,
    Jiajun Liu
    ,
    Yikai Guo
    ,
    Ke Ji
    ,
    Ziyu Shang
    ,
    Zijie Xu
  17. Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
    IJCAI 2024 · Guozheng Li,
    Peng Wang
    ,
    Wenjun Ke
    ,
    Yikai Guo
    ,
    Ke Ji
    ,
    Ziyu Shang
    ,
    Jiajun Liu
    ,
    Zijie Xu
  18. Towards Continual Knowledge Graph Embedding via Incremental Distillation
    AAAI 2024 ·
    Jiajun Liu
    ,
    Wenjun Ke
    ,
    Peng Wang
    ,
    Ziyu Shang
    ,
    Jinhua Gao
    , Guozheng Li,
    Ke Ji
    ,
    Yanhe Liu
  19. Unify Named Entity Recognition Scenarios via Contrastive Real-Time Updating Prototype
    AAAI 2024 ·
    Yanhe Liu
    ,
    Peng Wang
    ,
    Wenjun Ke
    , Guozheng Li,
    Xiye Chen
    ,
    Jiteng Zhao
    ,
    Ziyu Shang
  20. Unveiling LoRA Intrinsic Ranks via Salience Analysis
    NeurIPS 2024 ·
    Wenjun Ke
    ,
    Jiahao Wang
    ,
    Peng Wang
    ,
    Jiajun Liu
    ,
    Dong Nie
    , Guozheng Li,
    Yining Li