Guilin Qi

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 178

Top Venues

Queen's University Belfast, UK (PHD)

Education History

Queen's University Belfast, UK

PHD

Publications

Jingqi Kang, Tongtong Wu, Jinming Zhao, Guitao Wang, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Towards Event Extraction from Speech with Contextual Clues. CoRR (2024)
Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min
HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding. CoRR (2024)
Amin Ullah, Guilin Qi, Saddam Hussain, Irfan Ullah, Zafar Ali
The Role of LLMs in Sustainable Smart Cities: Applications, Challenges, and Future Directions. CoRR (2024)
Yike Wu, Jiatao Zhang, Nan Hu, LanLing Tang, Guilin Qi, Jun Shao, Jie Ren, Wei Song
MLDT: Multi-Level Decomposition for Complex Long-Horizon Robotic Task Planning with Open-Source Large Language Model. CoRR (2024)
Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data. CoRR (2024)
Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. CoRR (2024)
Muhammad Asif Khan, Bhuyan Kaibalya Prasad, Guilin Qi, Wei Song, Fanghua Ye, Zafar Ali, Irfan Ullah, Pavlos Kefalas
UTMGAT: a unified transformer with memory encoder and graph attention networks for multidomain dialogue state tracking. Appl. Intell. 54 (17-18) (2024)
Zheheng Hou, Sheng Bi, Guilin Qi, Yuanchun Zheng, Zuomin Ren, Yun Li
Syntax-guided question generation using prompt learning. Neural Comput. Appl. 36 (12) (2024)
Shenyu Zhang, Yu Li, Rui Wu, Xiutian Huang, Yongrui Chen, Wenhao Xu, Guilin Qi
DEE: Dual-stage Explainable Evaluation Method for Text Generation. CoRR (2024)
Jingqi Kang, Tongtong Wu, Jinming Zhao, Guitao Wang, Yinwei Wei, Hao Yang, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Double Mixture: Towards Continual Event Detection from Speech. CoRR (2024)
Xinbang Dai, Yuncheng Hua, Tongtong Wu, Yang Sheng, Guilin Qi
Counter-intuitive: Large Language Models Can Better Understand Knowledge Graphs Than We Thought. CoRR (2024)
Yuxin Zhang, Songlin Zhai, Yuan Meng, Sheng Bi, Yongrui Chen, Guilin Qi
Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge. Inf. Process. Manag. 61 (4) (2024)
Xinbang Dai, Huiying Li, Guilin Qi
Question Answering Over Spatio-Temporal Knowledge Graph. CoRR (2024)
Tingting Wang, Guilin Qi, Tianxing Wu
KGroot: A knowledge graph-enhanced method for root cause analysis. Expert Syst. Appl. 255 (2024)
Keyu Wang, Guilin Qi, Jiaoyan Chen, Tianxing Wu
Embedding Ontologies via Incoprorating Extensional and Intensional Knowledge. CoRR (2024)
Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing. ACL (Findings) (2024)
Keyu Wang, Guilin Qi, Jiaqi Li, Songlin Zhai
Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study. CoRR (2024)
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping. NAACL-HLT (2024)
Jingting Wang, Tianxing Wu, Shilin Chen, Yunchang Liu, Shutong Zhu, Wei Li, Jingyi Xu, Guilin Qi
unKR: A Python Library for Uncertain Knowledge Graph Reasoning by Representation Learning. SIGIR (2024)
Yu Li, Shenyu Zhang, Rui Wu, Xiutian Huang, Yongrui Chen, Wenhao Xu, Guilin Qi, Dehai Min
MATEval: A Multi-Agent Discussion Framework for Advancing Open-Ended Text Evaluation. CoRR (2024)
Jiaqi Li, Qianshan Wei, Chuanyi Zhang, Guilin Qi, Miaozeng Du, Yongrui Chen, Sheng Bi
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models. CoRR (2024)
Tingting Wang, Guilin Qi, Tianxing Wu
KGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks. CoRR (2024)
Abdul Aziz, Zafar Ali, Guilin Qi, Yi Huang, Pavlos Kefalas, Aminullah, Asad Ali
Leverage Diagnosis Intensity in Medication Recommendations. ICIC (LNAI 6) (2024)
Sheng Bi, Zafar Ali, Tianxing Wu, Guilin Qi
Knowledge-enhanced model with dual-graph interaction for confusing legal charge prediction. Expert Syst. Appl. 249 (2024)
Jianyu Liu, Sheng Bi, Guilin Qi
PRIMO: Progressive Induction for Multi-hop Open Rule Generation. LREC/COLING (2024)
Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Sheng Bi, Tongtong Wu, Jeff Z. Pan
Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs. CoRR (2024)
Jiaqi Li, Chuanyi Zhang, Miaozeng Du, Dehai Min, Yongrui Chen, Guilin Qi
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction. EMNLP (2023)
Yongrui Chen, Huiying Li, Guilin Qi, Tianxing Wu, Tenggou Wang
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions Over Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Tongtong Wu, Fatemeh Shiri, Jingqi Kang, Guilin Qi, Gholamreza Haffari, Yuan-Fang Li
KC-GEE: knowledge-based conditioning for generative event extraction. World Wide Web (WWW) 26 (6) (2023)
Xiajiong Shen, Huijing Yang, Xiaojie Hu, Guilin Qi, Yatian Shen
Graph Convolutional Network with Interactive Memory Fusion for Aspect-based Sentiment Analysis. J. Intell. Fuzzy Syst. 45 (5) (2023)
Sheng Bi, Zhiyao Zhou, Lu Pan, Guilin Qi
Judicial knowledge-enhanced magnitude-aware reasoning for numerical legal judgment prediction. Artif. Intell. Law 31 (4) (2023)
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
TeGit: Generating High-Quality Instruction-Tuning Data with Text-Grounded Task Design. CoRR (2023)
Shuo Wang, Meizhi Ju, Yunyan Zhang, Yefeng Zheng, Meng Wang, Guilin Qi
Cross-Modal Contrastive Learning for Event Extraction. DASFAA (3) (2023)
Yiming Tan, Dehai Min, Yu Li, Wenbo Li, Nan Hu, Yongrui Chen, Guilin Qi
Evaluation of ChatGPT as a Question Answering System for Answering Complex Questions. CoRR (2023)
Jiaqi Li, Guilin Qi, Chuanyi Zhang, Yongrui Chen, Yiming Tan, Chenlong Xia, Ye Tian
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning. CoRR (2023)
Keyu Wang, Site Li, Jiaye Li, Guilin Qi, Qiu Ji
An Embedding-based Approach to Inconsistency-tolerant Reasoning with Inconsistent Ontologies. CoRR (2023)
Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams. AAAI (2023)
Zafar Ali, Yi Huang, Irfan Ullah, Junlan Feng, Chao Deng, Nimbeshaho Thierry, Asad Khan, Asim Ullah Jan, Xiaoli Shen, Rui Wu, Guilin Qi
Deep Learning for Medication Recommendation: A Systematic Survey. Data Intell. 5 (2) (2023)
Ibrahim Hussein Musa, Ibrahim Zamit, Kang Xu, Khaoula Boutouhami, Guilin Qi
A comprehensive bibliometric analysis on opinion mining and sentiment analysis global research output. J. Inf. Sci. 49 (6) (2023)
Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali
An empirical study of pre-trained language models in simple knowledge graph question answering. World Wide Web (WWW) 26 (5) (2023)
Weizhuo Li, Qiu Ji, Songmao Zhang, Xuefeng Fu, Guilin Qi
A graph-based method for interactive mapping revision in DL-Lite. Expert Syst. Appl. 211 (2023)
Yiming Tan, Yongrui Chen, Guilin Qi, Weizhuo Li, Meng Wang
MLPQ: A Dataset for Path Question Answering over Multilingual Knowledge Graphs. Big Data Res. 32 (2023)
Jiaqi Li, Guilin Qi, Chuanyi Zhang, Yongrui Chen, Yiming Tan, Chenlong Xia, Ye Tian
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning. ACM Multimedia (2023)
Yiming Tan, Xinyu Zhang, Yongrui Chen, Zafar Ali, Yuncheng Hua, Guilin Qi
CLRN: A reasoning network for multi-relation question answering over Cross-lingual Knowledge Graphs. Expert Syst. Appl. 231 (2023)
Yongrui Chen, Shenyu Zhang, Guilin Qi, Xinnan Guo
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing. CoRR (2023)
Qiu Ji, Guilin Qi, Yuxin Ye, Jiaye Li, Site Li, Jianjie Ren, Songtao Lu
Ontology Revision based on Pre-trained Language Models. CoRR (2023)
Xinnan Guo, Wentao Deng, Yongrui Chen, Yang Li, Mengdi Zhou, Guilin Qi, Tianxing Wu, Dong Yang, Liubin Wang, Yong Pan
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction. ACL (Findings) (2023)
Yiming Tan, Dehai Min, Yu Li, Wenbo Li, Nan Hu, Yongrui Chen, Guilin Qi
Can ChatGPT Replace Traditional KBQA Models? An In-Depth Analysis of the Question Answering Performance of the GPT LLM Family. ISWC (2023)
Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering. CoRR (2023)
Shuoshuo Sun, Zhihua Chai, Rui Wu, Jiawei Jin, Yonggeng Wang, Wenhao Xu, Guilin Qi
Customer Complaint Guided Fault Localization Based on Domain Knowledge Graph. DASFAA (4) (2023)
Yike Wu, Nan Hu, Sheng Bi, Guilin Qi, Jie Ren, Anhuan Xie, Wei Song
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering. CoRR (2023)
Rihui Jin, Jianan Wang, Wei Tan, Yongrui Chen, Guilin Qi, Wang Hao
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding. EMNLP (Findings) (2023)
Yongrui Chen, Shenyu Zhang, Guilin Qi, Xinnan Guo
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing. NeurIPS (2023)
Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Towards Relation Extraction From Speech. CoRR (2022)
Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong
Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams. CoRR (2022)
Chengbiao Yang, Guilin Qi
An Urban Traffic Knowledge Graph-Driven Spatial-Temporal Graph Convolutional Network for Traffic Flow Prediction. IJCKG (2022)
Rui Wu, Zhaopeng Qiu, Jiacheng Jiang, Guilin Qi, Xian Wu
Conditional Generation Net for Medication Recommendation. CoRR (2022)
Waheed Ahmed Abro, Guilin Qi, Muhammad Aamir, Zafar Ali
Joint intent detection and slot filling using weighted finite state transducer and BERT. Appl. Intell. 52 (15) (2022)
Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, Ning Ye, Dong Wang, Zheng Zhou
Neural Topic Modeling with Deep Mutual Information Estimation. Big Data Res. 30 (2022)
Sheng Bi, Zafar Ali, Meng Wang, Tianxing Wu, Guilin Qi
Learning heterogeneous graph embedding for Chinese legal document similarity. Knowl. Based Syst. 250 (2022)
Kang Xu, Xiaoqiu Lu, Yuan-Fang Li, Tongtong Wu, Guilin Qi, Ning Ye, Dong Wang, Zheng Zhou
Neural Topic Modeling with Deep Mutual Information Estimation. CoRR (2022)
Tianxing Wu, Arijit Khan, Melvin Yong, Guilin Qi, Meng Wang
Efficiently embedding dynamic knowledge graphs. Knowl. Based Syst. 250 (2022)
Tongtong Wu, Massimo Caccia, Zhuang Li, Yuan-Fang Li, Guilin Qi, Gholamreza Haffari
Pretrained Language Model in Continual Learning: A Comparative Study. ICLR (2022)
Nan Hu, Sheng Bi, Guilin Qi, Meng Wang, Yuncheng Hua, Shirong Shen
Improving Core Path Reasoning for the Weakly Supervised Knowledge Base Question Answering. DASFAA (1) (2022)
Shirong Shen, Heng Zhou, Tongtong Wu, Guilin Qi
Event Causality Identification via Derivative Prompt Joint Learning. COLING (2022)
Xinnan Guo, Yongrui Chen, Guilin Qi, Tianxing Wu, Hao Xu
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity. IJCAI (2022)
Waheed Ahmed Abro, Annalena Aicher, Niklas Rach, Stefan Ultes, Wolfgang Minker, Guilin Qi
Natural language understanding for argumentative dialogue systems in the opinion building domain. Knowl. Based Syst. 242 (2022)
Tongtong Wu, Guitao Wang, Jinming Zhao, Zhaoran Liu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari
Towards relation extraction from speech. EMNLP (2022)
Zafar Ali, Guilin Qi, Pavlos Kefalas, Shah Khusro, Inayat Khan, Khan Muhammad
SPR-SMN: scientific paper recommendation employing SPECTER with memory network. Scientometrics 127 (11) (2022)
Qiushuo Zheng, Hao Wen, Meng Wang, Guilin Qi, Chaoyu Bai
Faster Zero-shot Multi-modal Entity Linking via Visual-Linguistic Representation. Data Intell. 4 (3) (2022)
Qiu Ji, Weizhuo Li, Shiqi Zhou, Guilin Qi, Yuan-Fang Li
Benchmark construction and experimental evaluations for incoherent ontologies. Knowl. Based Syst. 239 (2022)
Zafar Ali, Guilin Qi, Khan Muhammad, Siddhartha Bhattacharyya, Irfan Ullah, Waheed Ahmed Abro
Citation recommendation employing heterogeneous bibliographic network embedding. Neural Comput. Appl. 34 (13) (2022)
Qiushuo Zheng, Hao Wen, Meng Wang, Guilin Qi
Visual Entity Linking via Multi-modal Learning. Data Intell. 4 (1) (2022)
Rui Wu, Zhaopeng Qiu, Jiacheng Jiang, Guilin Qi, Xian Wu
Conditional Generation Net for Medication Recommendation. WWW (2022)
Huajun Chen, Ning Hu, Guilin Qi, Haofen Wang, Zhen Bi, Jie Li, Fan Yang
OpenKG Chain: A Blockchain Infrastructure for Open Knowledge Graphs. Data Intell. 3 (2) (2021)
Jun Sun, Yan Li, Yatian Shen, Lei Zhang, Wenke Ding, Xianjin Shi, Xiajiong Shen, Guilin Qi, Jing He
Selection gate-based networks for semantic relation extraction. Int. J. Embed. Syst. 14 (3) (2021)
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning. AAAI (2021)
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang
Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. EMNLP (Findings) (2021)
Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base. CoRR (2021)
Meng Wang, Xu Qin, Wei Jiang, Chunshu Li, Guilin Qi
Link Trustworthiness Evaluation over Multiple Heterogeneous Information Networks. Complex. 2021 (2021)
Jiatao Zhang, Tianxing Wu, Guilin Qi
Gaussian Metric Learning for Few-Shot Uncertain Knowledge Graph Completion. DASFAA (1) (2021)
Zhi Liu, Hao Xu, Haitao Wang, Dan Zhou, Guilin Qi, Wanqi Sun, Shirong Shen, Jiawei Zhao
Structural Dependency Self-attention Based Hierarchical Event Model for Chinese Financial Event Extraction. CCKS (2021)
Tongtong Wu, Xuekai Li, Yuan-Fang Li, Reza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction. CoRR (2021)
Shirong Shen, Shangfu Duan, Huan Gao, Guilin Qi
Improved distant supervision relation extraction based on edge-reasoning hybrid graph model. J. Web Semant. 70 (2021)
Shirong Shen, Zhen Li, Guilin Qi
Active Learning for Event Extraction with Memory-based Loss Prediction Model. CoRR (2021)
Yongrui Chen, Huiying Li, Guilin Qi, Tianxing Wu, Tenggou Wang
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graph. CoRR (2021)
Zafar Ali, Guilin Qi, Khan Muhammad, Pavlos Kefalas, Shah Khusro
Global citation recommendation employing generative adversarial network. Expert Syst. Appl. 180 (2021)
Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, Sheng Bi
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection. CoRR (2021)
Long Zhang, Tianxing Wu, Xiuqi Chen, Bingjie Lu, Chongning Na, Guilin Qi
Auto Insurance Knowledge Graph Construction and Its Application to Fraud Detection. IJCKG (2021)
Sheng Bi, Xiya Cheng, Yuan-Fang Li, Lizhen Qu, Shirong Shen, Guilin Qi, Lu Pan, Yinlin Jiang
Simple or Complex? Complexity-Controllable Question Generation with Soft Templates and Deep Mixture of Experts Model. CoRR (2021)
Waheed Ahmed Abro, Annalena Aicher, Niklas Rach, Stefan Ultes, Wolfgang Minker, Guilin Qi
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain. CoRR (2021)
Meng Wang, Weitong Chen, Sen Wang, Yinlin Jiang, Lina Yao, Guilin Qi
Efficient search over incomplete knowledge graphs in binarized embedding space. Future Gener. Comput. Syst. 123 (2021)
Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, Sheng Bi
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection. ACL/IJCNLP (Findings) (2021)
Shuo Wang, Qiushuo Zheng, Zherong Su, Chongning Na, Guilin Qi
MEED: A Multimodal Event Extraction Dataset. CCKS (2021)
Zafar Ali, Guilin Qi, Khan Muhammad, Asim Khalil, Inam Ullah, Amin Khan
Global Citation Recommendation employing Multi-view Heterogeneous Network Embedding. CISS (2021)
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning. CoRR (2021)
Tongtong Wu, Xuekai Li, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Yujin Zhu, Guoqiang Xu
Curriculum-Meta Learning for Order-Robust Continual Relation Extraction. AAAI (2021)
Xianda Zheng, Yuan-Fang Li, Huan Gao, Yuncheng Hua, Guilin Qi
Towards Balanced Defect Prediction with Better Information Propagation. AAAI (2021)
Meng Wang, Sen Wang, Han Yang, Zheng Zhang, Xi Chen, Guilin Qi
Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective. ACM Multimedia (2021)
Meng Wang, Haofen Wang, Guilin Qi, Qiushuo Zheng
Richpedia: A Large-Scale, Comprehensive Multi-Modal Knowledge Graph. Big Data Res. 22 (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guilin Qi