Kunpeng Du

PhD student, School of Information Science and Engineering, Yunnan University

Joined

February 2025

Names

Kunpeng Du (Preferred)

KunpengDu

Emails

****@mail.ynu.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

PhD student

School of Information Science and Engineering, Yunnan University (ynu.edu.cn)

2024 – 2028

MS student

School of Software Engineering and artificial intelligence, Yunnan University (ynu.edu.cn)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Xuan Zhang

2024 – 2028

Expertise

Large Language Models

Present

Spoken Language Understanding

Present

text match

Present

Publications

IVC-DB: Iterative verification correction method guided by dual-Backward mathematical reasoning in large language models
Kunpeng Du, Xuan Zhang, Chen Gao, Rui Zhu, Shaobo Liu, Tong Li, Zhi Jin
- Knowl. Based Syst. 2026
- Readers: Everyone
Collaborative denoising and semantic preservation: A sequential recommendation model via frequency-aware diffusion and KAN
Jiangbin Chen, Xuan Zhang, Kunpeng Du, Shaoheng Xie, Rui Zhu, Junda Li, Weiyi Shang, Zhi Jin
- Expert Syst. Appl. 2026
- Readers: Everyone
A knowledge graph-driven generation framework for perceptual decomposition and serial logical reasoning with large language models
Yuhang Zheng, Xuan Zhang, Kunpeng Du, Junda Li, Linyu Li, Shaobo Liu, Tong Li, Zhi Jin
- Eng. Appl. Artif. Intell. 2026
- Readers: Everyone
SQGE: Support-query prototype guidance and enhancement for few-shot relational triple extraction
Chen Gao, Xuan Zhang, Zhi Jin, Wei Cai, Danyang Wang, Kunpeng Du, Chunlin Yin, Tong Li
- Neural Networks 2025
- Readers: Everyone
Task-Oriented Dynamic Knowledge Distillation for Continuous Few-Shot Relation Extraction
Hexing Yang, Xuan Zhang, Chen Gao, Weiyi Shang, Kunpeng Du, Wei Cai, Danyang Wang, Tong Li
- Knowl. Based Syst. 2025
- Readers: Everyone
Knowledge-enhanced prototypical network with graph structure and semantic information interaction for low-shot joint spoken language understanding
Kunpeng Du, Xuan Zhang, Chen Gao, Weiyi Shang, Yubin Ma, Zhi Jin, LinYu Li
- Expert Syst. Appl. 2025
- Readers: Everyone
Cl2sum: abstractive summarization via contrastive prompt constructed by LLMs hallucination
Xiang Huang, Qiong Nong, Xiaobo Wang, Hongcheng Zhang, Kunpeng Du, Chunlin Yin, Li Yang, Bin Yan, Xuan Zhang
- Complex Intell. Syst. 2025
- Readers: Everyone
Promoting Unsupervised Data-To-Text Generation Using Retraining and Unified Linearization
Xiaobo Wang, Xuan Zhang, Jing Cheng, Kunpeng Du, Chen Gao, Zhuxian Ma, Bo Liu
- Concurr. Comput. Pract. Exp. 2025
- Readers: Everyone
PowerPulse: Power energy chat model with LLaMA model fine-tuned on Chinese and power sector domain knowledge
Chunlin Yin, Kunpeng Du, Qiong Nong, Hongcheng Zhang, Li Yang, Bin Yan, Xiang Huang, Xiaobo Wang, Xuan Zhang
- Expert Syst. J. Knowl. Eng. 2024
- Readers: Everyone
GIMM: A graph convolutional network-based paraphrase identification model to detecting duplicate questions in QA communities
Kunpeng Du, Xuan Zhang, Chen Gao, Rui Zhu, Qiong Nong, XianYu Yang, Chunlin Yin
- Multim. Tools Appl. 2024
- Readers: Everyone

View all 12 publications

Co-Authors

Baolei Wang
Bin Yan
Bo Liu
Chen Gao
Chunlin Yin
Danyang Wang
Hexing Yang
Hongcheng Zhang
Jiangbin Chen
JinHong Li
Jing Cheng
Junda Li
Li Yang
LinYu Li
Linyu Li
Qiong Nong
Qiuying Ma
Rui Zhu
Shaobo Liu
Shaoheng Xie
Tong Li
Wei Cai
Weiyi Shang
XianYu Yang
Xiang Huang

View all 31 co-authors