Junnan Dong

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 20

Top Topics

Database Interface

Ensemble Learning

Question Answering

Top Venues

Publications

Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang
Modality-Aware Integration with Large Language Models for Knowledge-Based Visual Question Answering. ACL (1) (2024)
Junnan Dong, Qinggang Zhang, Chuang Zhou, Hao Chen, Daochen Zha, Xiao Huang
Cost-efficient Knowledge-based Question Answering with Large Language Models. CoRR (2024)
Qinggang Zhang, Junnan Dong, Qiaoyu Tan, Xiao Huang
Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. 36 (4) (2024)
Qinggang Zhang, Keyu Duan, Junnan Dong, Pai Zheng, Xiao Huang
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion. CoRR (2024)
Qinggang Zhang, Keyu Duan, Junnan Dong, Pai Zheng, Xiao Huang
Logical Reasoning with Relation Network for Inductive Knowledge Graph Completion. KDD (2024)
Zhu Wang, Shuang Zhou, Junnan Dong, Chang Yang, Xiao Huang, Shengjie Zhao
Graph Anomaly Detection with Noisy Labels by Reinforcement Learning. CoRR (2024)
Qinggang Zhang, Junnan Dong, Hao Chen, Wentao Li, Feiran Huang, Xiao Huang
Structure Guided Large Language Model for SQL Generation. CoRR (2024)
Zijin Hong, Zheng Yuan, Qinggang Zhang, Hao Chen, Junnan Dong, Feiran Huang, Xiao Huang
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL. CoRR (2024)
Junnan Dong, Qinggang Zhang, Huachi Zhou, Daochen Zha, Pai Zheng, Xiao Huang
Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering. CoRR (2024)
Shengyuan Chen, Qinggang Zhang, Junnan Dong, Wen Hua, Qing Li, Xiao Huang
Entity Alignment with Noisy Annotations from Large Language Models. CoRR (2024)
Junnan Dong, Wentao Li, Yaowei Wang, Qing Li, George Baciu, Jiannong Cao, Xiao Huang, Richard Chen Li, Peter H. F. Ng
Gradual Study Advising with Course Knowledge Graphs. ICWL (2023)
Huachi Zhou, Hao Chen, Junnan Dong, Daochen Zha, Chuang Zhou, Xiao Huang
Adaptive Popularity Debiasing Aggregator for Graph Collaborative Filtering. SIGIR (2023)
Qinggang Zhang, Junnan Dong, Hao Chen, Xiao Huang, Daochen Zha, Zailiang Yu
KnowGPT: Black-Box Knowledge Injection for Large Language Models. CoRR (2023)
Junnan Dong, Qinggang Zhang, Xiao Huang, Qiaoyu Tan, Daochen Zha, Zihao Zhao
Active Ensemble Learning for Knowledge Graph Error Detection. WSDM (2023)
Junnan Dong, Qinggang Zhang, Xiao Huang, Keyu Duan, Qiaoyu Tan, Zhimeng Jiang
Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs. WWW (2023)
Wentao Li, Huachi Zhou, Junnan Dong, Qinggang Zhang, Qing Li, George Baciu, Jiannong Cao, Xiao Huang
Constructing Low-Redundant and High-Accuracy Knowledge Graphs for Education. ICWL (2022)
Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu
Contrastive Knowledge Graph Error Detection. CIKM (2022)
Qinggang Zhang, Junnan Dong, Keyu Duan, Xiao Huang, Yezi Liu, Linchuan Xu
Contrastive Knowledge Graph Error Detection. CoRR (2022)
Qing Li, George Baciu, Jiannong Cao, Xiao Huang, Richard Chen Li, Peter H. F. Ng, Junnan Dong, Qinggang Zhang, Zackary P. T. Sin, Yaowei Wang
KCUBE: A Knowledge Graph University Curriculum Framework for Student Advising and Career Planning. ICBL (2022)
Cheng Peng, Hao Jiang, Junnan Dong, Xiao Huang
College-Related Question Answering based on Knowledge Graph. IEEE Data Eng. Bull. 45 (4) (2022)