Guilin Qi

Full Professor, Southeast University

Joined

January 2022

Names

Guilin Qi (Preferred)

Emails

****@seu.edu.cn (Confirmed)

Personal Links

Career & Education History

Full Professor

Southeast University (seu.edu.cn)

2009 – 2026

Postdoc

Karlsruher Institut für Technologie (kit.edu)

2006 – 2009

Advisors, Relations & Conflicts

PhD Advisor

Weiru Liu

2003 – 2006

Expertise

Large Language Model

2020 – 2025

Natural Language Processing

2018 – 2025

Knowledge Graph

2012 – 2025

Information Extraction

2009 – 2025

Ontology Engineering

2006 – 2025

Publications

SkillNet: Create, Evaluate, and Connect AI Skills
Yuan Liang, Ruobin Zhong, Haoming Xu, Chen Jiang, Yi Zhong, Runnan Fang, Jia-Chen Gu, Shumin Deng, Yunzhi Yao, Mengru Wang, Shuofei Qiao, Xin Xu, Tongtong Wu, Zhen Bi, Jungang Lou, Yuchen Eleanor Jiang, Hangcheng Zhu, Gang Yu, Haiwen Hong, Longtao Huang et al. (18 additional authors not shown)
- AgentSkills 2026 Oral
- Readers: Everyone
IGen: Redefining long-term event prediction with iterative generation and dynamic balancing
Yuxin Zhang, Yan Wang, Songlin Zhai, Yongrui Chen, Shenyu Zhang, Yuan Meng, Zhihua Chai, Sheng Bi, Guilin Qi
- Inf. Process. Manag. 2026
- Readers: Everyone
CTG: Conflict-aware, Composite, and Collaborative Controlled Text Generation
Yu Li, Zhe Yang, Yi Huang, Xin Liu, Guilin Qi
- CoRR 2025
- Readers: Everyone
Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning
Tianxing Wu, Shutong Zhu, Jingting Wang, Ning Xu, Guilin Qi, Haofen Wang
- CoRR 2025
- Readers: Everyone
ELAIPBench: A Benchmark for Expert-Level Artificial Intelligence Paper Understanding
Xinbang Dai, Huikang Hu, Yongrui Chen, Jiaqi Li, Rihui Jin, Yuyang Zhang, Xiaoguang Li, Lifeng Shang, Guilin Qi
- CoRR 2025
- Readers: Everyone
CARD: Towards Conditional Design of Multi-agent Topological Structures
Tongtong Wu, Yanming Li, Ziye Tang, Chen Jiang, Linhao Luo, Guilin Qi, Shirui Pan, Gholamreza Haffari
- ICLR 2026 Poster
- Readers: Everyone
Coupling Attention and Memory: A Dynamic Memory Module for Efficient Adapation with Pretrained LLMs
Shenyu Zhang, Hao Cheng, Jianfeng Liu, Xiaodong Liu, Yuefeng Zhan, Yongrui Chen, Hao Sun, Weiwei Deng, Feng Sun, Guilin Qi, Jianfeng Gao, Qi Zhang
- Submitted to ICLR 2026
- Readers: Everyone
AutoQG: An Automated Framework for Evidence-Traceable Question Generation via Ontology-Guided Knowledge Graph Construction
Xiaoli Shen, Guilin Qi, Peng Zhang, Dingsheng Yang, Yang Yang, Muyan Yang, Li Fangyanhao, HaoWen Guo, HuiKang Hu, Jiazhen Kang, Yan Wang, Yuchen Lu, Zheyu Xin, Jun Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Dual-Priv Pruning : Efficient Differential Private Fine-Tuning in Multimodal Large Language Models
Qianshan Wei, Jiaqi Li, Zihan You, Yi Zhan, Yinan Peng, Kecen Li, Jialin Wu, Hengjun Liu, Yi Yu, Bin Cao, Rui Xu, Yang Liu, Guilin Qi
- Submitted to ICLR 2026
- Readers: Everyone
Knowledge Externalization: Reversible Unlearning and Modular Retrieval in Multimodal Large Language Models
Jiaqi Li, Zihan You, Ruoyan Shen, Shenyu Zhang, Songlin Zhai, Yongrui Chen, Chuanyi Zhang, Jiahui Geng, Fakhri Karray, Sheng Bi, Guilin Qi
- ICLR 2026 Poster
- Readers: Everyone

View all 353 publications

Co-Authors

View all 481 co-authors