2023

doi dblp
Gated graph convolutional network with enhanced representation and joint attention for distant supervised heterogeneous relation extraction
Xiang Ying | Zechen Meng | Mankun Zhao | Mei Yu | Shirui Pan | Xuewei Li
2023 Volume 26 Issue 1

doi dblp
The 3rd International Workshop on Machine Learning on Graphs (MLoG)
Tyler Derr | Yao Ma | Benedek Rozemberczki | Neil Shah | Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs
Linhao Luo | Gholamreza Haffari | Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

doi dblp
GOOD-D: On Unsupervised Graph Out-Of-Distribution Detection
Yixin Liu | Kaize Ding | Huan Liu | Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
Cyclic label propagation for graph semi-supervised learning
Zhao Li | Yixin Liu | Zhen Zhang | Shirui Pan | Jianliang Gao | Jiajun Bu
2022 Volume 25 Issue 2

doi dblp
Predicting Human Mobility via Graph Convolutional Dual-attentive Networks
Weizhen Dang | Haibo Wang | Shirui Pan | Pei Zhang | Chuan Zhou | Xin Chen | Jilong Wang
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Towards Unsupervised Deep Graph Structure Learning
Yixin Liu | Yu Zheng | Daokun Zhang | Hongxu Chen | Hao Peng | Shirui Pan
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Dual Space Graph Contrastive Learning
Haoran Yang | Hongxu Chen | Shirui Pan | Lin Li | Philip S. Yu | Guandong Xu
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
Projective Ranking: A Transferable Evasion Attack Method on Graph Neural Networks
He Zhang | Bang Wu | Xiangwen Yang | Chuan Zhou | Shuo Wang | Xingliang Yuan | Shirui Pan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning
Ming Jin | Yixin Liu | Yu Zheng | Lianhua Chi | Yuan-Fang Li | Shirui Pan
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Task-adaptive Neural Process for User Cold-Start Recommendation
Xixun Lin | Jia Wu | Chuan Zhou | Shirui Pan | Yanan Cao | Bin Wang
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

doi dblp
Adaptive knowledge subgraph ensemble for robust and trustworthy knowledge graph completion
Guojia Wan | Bo Du | Shirui Pan | Jia Wu
2020 Volume 23 Issue 1

doi dblp
Unsupervised Domain Adaptive Graph Convolutional Networks
Man Wu | Shirui Pan | Chuan Zhou | Xiaojun Chang | Xingquan Zhu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Long-short Distance Aggregation Networks for Positive Unlabeled Graph Learning
Man Wu | Shirui Pan | Lan Du | Ivor W. Tsang | Xingquan Zhu | Bo Du
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals
Jionghao Lin | Shirui Pan | Cheng Siong Lee | Sharon L. Oviatt
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2017

doi dblp
Graph Ladder Networks for Network Classification
Ruiqi Hu | Shirui Pan | Jing Jiang | Guodong Long
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

doi dblp
MGAE: Marginalized Graph Autoencoder for Graph Clustering
Chun Wang | Shirui Pan | Guodong Long | Xingquan Zhu | Jing Jiang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017

2014

doi dblp
Exploring Features for Complicated Objects: Cross-View Feature Selection for Multi-Instance Learning
Jia Wu | Zhibin Hong | Shirui Pan | Xingquan Zhu | Zhihua Cai | Chengqi Zhang
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2012

doi dblp
Continuous top-k query for graph streams
Shirui Pan | Xingquan Zhu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

doi dblp
CGStream: continuous correlated graph query for data streams
Shirui Pan | Xingquan Zhu
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012