Qi, Guilin

33 publications

AAAI 2025 HeGTa: Leveraging Heterogeneous Graph-Enhanced Large Language Models for Few-Shot Complex Table Understanding Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

NeurIPS 2025 K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling Yongrui Chen, Yi Huang, Yunchang Liu, Shenyu Zhang, Junhao He, Tongtong Wu, Guilin Qi, Tianxing Wu

IJCAI 2025 LLM4VKG: Leveraging Large Language Models for Virtual Knowledge Graph Construction Guohui Xiao, Lin Ren, Guilin Qi, Haohan Xue, Marco Di Panfilo, Davide Lanti

ICML 2025 Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying Songlin Zhai, Yuan Meng, Yongrui Chen, Yiwei Wang, Guilin Qi

NeurIPS 2025 Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning Tianxing Wu, Shutong Zhu, Jingting Wang, Ning Xu, Guilin Qi, Haofen Wang

NeurIPS 2024 Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models Jiaqi Li, Qianshan Wei, Chuanyi Zhang, Guilin Qi, Miaozeng Du, Yongrui Chen, Sheng Bi, Fan Liu

AAAI 2023 Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong

NeurIPS 2023 Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Yongrui Chen, Shenyu Zhang, Guilin Qi, Xinnan Guo

IJCAI 2022 Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity Xinnan Guo, Yongrui Chen, Guilin Qi, Tianxing Wu, Hao Xu

ICLR 2022 Pretrained Language Model in Continual Learning: A Comparative Study Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, Gholamreza Haffari

AAAI 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction Tongtong Wu, Xuekai Li, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu

AAAI 2021 Leveraging Table Content for Zero-Shot Text-to-SQL with Meta-Learning Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li

AAAI 2021 Towards Balanced Defect Prediction with Better Information Propagation Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, Guilin Qi

IJCAI 2020 Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi

AAAI 2020 One-Shot Learning for Long-Tail Visual Relation Detection Weitao Wang, Meng Wang, Sen Wang, Guodong Long, Lina Yao, Guilin Qi, Yang Chen

IJCAI 2020 Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-Learning Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

IJCAI 2018 Fine-Grained Image Classification by Visual-Semantic Embedding Huapeng Xu, Guilin Qi, Jingjing Li, Meng Wang, Kang Xu, Huan Gao

AAAI 2016 Cross-Lingual Taxonomy Alignment with Bilingual Biterm Topic Model Tianxing Wu, Guilin Qi, Haofen Wang, Kang Xu, Xuan Cui

JAIR 2016 DL-Lite Contraction and Revision Zhiqiang Zhuang, Zhe Wang, Kewen Wang, Guilin Qi

AAAI 2015 Approximating Model-Based ABox Revision in DL-Lite: Theory and Practice Guilin Qi, Zhe Wang, Kewen Wang, Xuefeng Fu, Zhiqiang Zhuang

AAAI 2015 Instance-Driven Ontology Evolution in DL-Lite Zhe Wang, Kewen Wang, Zhiqiang Zhuang, Guilin Qi

AAAI 2014 Contraction and Revision over DL-Lite TBoxes Zhiqiang Zhuang, Zhe Wang, Kewen Wang, Guilin Qi

AAAI 2012 A New Operator for ABox Revision in DL-Lite Sibei Gao, Guilin Qi, Haofen Wang

AAAI 2012 Conflict-Based Belief Revision Operators in Possibilistic Logic Guilin Qi, Kewen Wang

AAAI 2012 Large Scale Temporal RDFS Reasoning Using MapReduce Chang Liu, Guilin Qi, Yong Yu

AAAI 2011 Towards Practical ABox Abduction in Large OWL DL Ontologies Jianfeng Du, Guilin Qi, Yi-Dong Shen, Jeff Z. Pan

UAI 2010 Merging Knowledge Bases in Possibilistic Logic by Lexicographic Aggregation Guilin Qi, Jianfeng Du, Weiru Liu, David A. Bell

IJCAI 2009 Model-Based Revision Operators for Terminologies in Description Logics Guilin Qi, Jianfeng Du

AAAI 2008 A Semantic Approach for Iterated Revision in Possibilistic Logic Guilin Qi

AAAI 2007 A Model-Based Approach for Merging Prioritized Knowledge Bases in Possibilistic Logic Guilin Qi

AAAI 2006 Merging Stratified Knowledge Bases Under Constraints Guilin Qi, Weiru Liu, David A. Bell

UAI 2005 A Revision-Based Approach to Resolving Conflicting Information Guilin Qi, Weiru Liu, David A. Bell

IJCAI 2005 Measuring Conflict and Agreement Between Two Prioritized Belief Bases Guilin Qi, Weiru Liu, David A. Bell