2023

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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

2021

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Node Similarity Preserving Graph Convolutional Networks
Wei Jin | Tyler Derr | Yiqi Wang | Yao Ma | Zitao Liu | Jiliang Tang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

doi dblp
A Unified View on Graph Neural Networks as Graph Signal Denoising
Yao Ma | Xiaorui Liu | Tong Zhao | Yozen Liu | Jiliang Tang | Neil Shah
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

doi dblp
Graph Feature Gating Networks
Wei Jin | Xiaorui Liu | Yao Ma | Tyler Derr | Charu C. Aggarwal | Jiliang Tang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Epidemic Graph Convolutional Network
Tyler Derr | Yao Ma | Wenqi Fan | Xiaorui Liu | Charu C. Aggarwal | Jiliang Tang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

doi dblp
Streaming Graph Neural Networks
Yao Ma | Ziyi Guo | Zhaochun Ren | Jiliang Tang | Dawei Yin
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Traffic Flow Prediction via Spatial Temporal Graph Neural Network
Xiaoyang Wang | Yao Ma | Yiqi Wang | Wei Jin | Xin Wang | Jiliang Tang | Caiyan Jia | Jian Yu
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Graph Neural Networks for Social Recommendation
Wenqi Fan | Yao Ma | Qing Li | Yuan He | Yihong Eric Zhao | Jiliang Tang | Dawei Yin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Multi-Dimensional Network Embedding with Hierarchical Structure
Yao Ma | Zhaochun Ren | Ziheng Jiang | Jiliang Tang | Dawei Yin
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018