PPaperPicks

Wenjun Ke

Southeast University, College of Software Engineering, School of Computer Science and Engineering, Nanjing, China

22 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7352-1710 ↗Homepage ↗

Venues

AAAI ×7ACL ×7IJCAI ×6NeurIPS ×1WWW ×1

Frequent coauthors

Peng Wang
×21
Jiajun Liu
×19
Ziyu Shang
×16
Guozheng Li
×16
Zijie Xu
×10
Ke Ji
×7
Yao He
×6
Jiahao Wang
×4
Zhizhao Luo
×4
Yining Li
×4
Dong Nie
×3
Jianghan Liu
×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. Capability Decomposition for Unified Information Extraction via Hierarchical Mixture-of-Experts
    ACL 2026 ·
    Jing Zhou
    ,
    Peng Wang
    , Wenjun Ke,
    Jiajun Liu
    ,
    Yao He
  4. Exploring Layer Activation Dynamic of CoT via Knowledge Probe
    ACL 2026 ·
    Chuanxin Zhang
    ,
    Jiajun Liu
    ,
    Yao He
    , Wenjun Ke,
    Peng Wang
    ,
    Yankun Le
    ,
    Sirui Liu
    ,
    Zhaoyu Yang
  5. From Outcome to Process: Optimizing MoE Load Balancing with MCTS
    ACL 2026 · Wenjun Ke,
    Hengyuan Xu
    ,
    Ziyu Shang
    ,
    Yao He
    ,
    Jiahao Wang
    ,
    Zijie Xu
    ,
    Peng Wang
    ,
    Yuhang Lou
    ,
    Jiajun Liu
  6. Optimizing LoRA Allocation of MoE with the Alignment of Topic Correlation
    AAAI 2026 ·
    Hengyuan Xu
    , Wenjun Ke,
    Yao He
    ,
    Jiajun Liu
    ,
    Dong Nie
    ,
    Peng Wang
    ,
    Ziyu Shang
    ,
    Zijie Xu
  7. 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
  8. 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
  9. 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
  10. On the Consistency of Commonsense in Large Language Models
    ACL 2025 ·
    Guozheng Li
    ,
    Peng Wang
    , Wenjun Ke,
    Zijie Xu
    ,
    Jiajun Liu
    ,
    Ziyu Shang
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. Making LLMs as Fine-Grained Relation Extraction Data Augmentor
    IJCAI 2024 ·
    Yifan Zheng
    , Wenjun Ke,
    Qi Liu
    ,
    Yuting Yang
    ,
    Ruizhuo Zhao
    ,
    Dacheng Feng
    ,
    Jianwei Zhang
    ,
    Zhi Fang
  18. OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning
    AAAI 2024 ·
    Ziyu Shang
    , Wenjun Ke,
    Nana Xiu
    ,
    Peng Wang
    ,
    Jiajun Liu
    ,
    Yanhui Li
    ,
    Zhizhao Luo
    ,
    Ke Ji
  19. 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
  20. 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
  21. 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
  22. Unveiling LoRA Intrinsic Ranks via Salience Analysis
    NeurIPS 2024 · Wenjun Ke,
    Jiahao Wang
    ,
    Peng Wang
    ,
    Jiajun Liu
    ,
    Dong Nie
    ,
    Guozheng Li
    ,
    Yining Li