Aug. 2023
SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
Preprint
Keyu Duan , Qian Liu , Tat-Seng Chua , Shuicheng Yan , Wei Tsang Ooi , Qizhe Xie , Junxian He
Jan. 2023
Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs
The ACM Web Conference (WWW)
Junnan Dong , Qinggang Zhang , Xiao Huang , Keyu Duan , Qiaoyu Tan , Zhimeng Jiang
Sep. 2022
A Comprehensive Study on Large-scale Graph Training: Benchmarking and Rethinking
NeurIPS 2022 track on Dataset and Benchmark
Keyu Duan , Zirui Liu , Peihao Wang , Wenqing Zheng , Kaixiong Zhou , Tianlong Chen , Xia Hu , Zhangyang Wang
Aug. 2022
Contrastive Knowledge Graph Error Detection
CIKM 2022
Qinggang Zhang , Junnan Dong , Keyu Duan , Xiao Huang , Yezi Liu , Linchuan Xu
Jun. 2022
Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Tianlong Chen* , Kaixiong Zhou* , Keyu Duan , Wenqing Zheng , Peihao Wang , Xia Hu , Zhangyang Wang
Mar. 2020
A Comprehensive Survey on Transfer Learning
Proceedings of the IEEE
Fuzhen Zhuang , Zhiyuan Qi , Keyu Duan , Dongbo Xi , Yongchun Zhu , Hui Xiong , Qing He