Ji, Ke

14 publications

MLJ 2026 DiverSeed: Integrating Active Learning for Target Domain Data Generation in Instruction Tuning Jingsheng Gao, Mengnan Qi, Xian Gao, Suncheng Xiang, Ke Ji, Jiacheng Ruan, Ting Liu, Yuzhuo Fu

NeurIPS 2025 QFFT, Question-Free Fine-Tuning for Adaptive Reasoning Wanlong Liu, Junxiao Xu, Fei Yu, Yukang Lin, Ke Ji, Wenyu Chen, Lifeng Shang, Yasheng Wang, Yan Xu, Benyou Wang

ICLR 2025 SmartRAG: Jointly Learn RAG-Related Tasks from the Environment Feedback Jingsheng Gao, Linxu Li, Ke Ji, Weiyuan Li, Yixin Lian, Yuzhuo Fu, Bin Dai

NeurIPS 2025 The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models Ke Ji, Jiahao Xu, Tian Liang, Qiuzhi Liu, Zhiwei He, Xiaoyuan Liu, Xingyu Chen, Junying Chen, Benyou Wang, Zhaopeng Tu, Haitao Mi, Dong Yu

IJCAI 2024 Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-Shot Hierarchical Text Classification Ke Ji, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Jingsheng Gao, Ziyu Shang

IJCAI 2024 Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li, Zijie Xu, Ziyu Shang, Jiajun Liu, Ke Ji, Yikai Guo

IJCAI 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA Jiajun Liu, Wenjun Ke, Peng Wang, Jiahao Wang, Jinhua Gao, Ziyu Shang, Guozheng Li, Zijie Xu, Ke Ji, Yining Li

IJCAI 2024 Incorporating Schema-Aware Description into Document-Level Event Extraction Zijie Xu, Peng Wang, Wenjun Ke, Guozheng Li, Jiajun Liu, Ke Ji, Xiye Chen, Chenxiao Wu

AAAI 2024 LAMM: Label Alignment for Multi-Modal Prompt Learning Jingsheng Gao, Jiacheng Ruan, Suncheng Xiang, Zefang Yu, Ke Ji, Mingye Xie, Ting Liu, Yuzhuo Fu

IJCAI 2024 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors Guozheng Li, Peng Wang, Jiajun Liu, Yikai Guo, Ke Ji, Ziyu Shang, Zijie Xu

AAAI 2024 OntoFact: Unveiling Fantastic Fact-Skeleton of LLMs via Ontology-Driven Reinforcement Learning Ziyu Shang, Wenjun Ke, Nana Xiu, Peng Wang, Jiajun Liu, Yanhui Li, Zhizhao Luo, Ke Ji

IJCAI 2024 Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction Guozheng Li, Peng Wang, Wenjun Ke, Yikai Guo, Ke Ji, Ziyu Shang, Jiajun Liu, Zijie Xu

AAAI 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation Jiajun Liu, Wenjun Ke, Peng Wang, Ziyu Shang, Jinhua Gao, Guozheng Li, Ke Ji, Yanhe Liu

AAAI 2023 fmLRE: A Low-Resource Relation Extraction Model Based on Feature Mapping Similarity Calculation Peng Wang, Tong Shao, Ke Ji, Guozheng Li, Wenjun Ke