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

paper code

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

paper

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

paper code poster slides

Aug. 2022
Contrastive Knowledge Graph Error Detection

CIKM 2022

Qinggang Zhang , Junnan Dong , Keyu Duan , Xiao Huang , Yezi Liu , Linchuan Xu

paper

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

paper code

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

paper code