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Graph Convolutional Networks against Degree-Related Biases

Jun 28, 2020
Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Yiqi Wang, Jiliang Tang, Charu Aggarwal, Prasenjit Mitra, Suhang Wang

* Preprint, under review 

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Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps

Jun 15, 2020
Xianfeng Tang, Yozen Liu, Neil Shah, Xiaolin Shi, Prasenjit Mitra, Suhang Wang

* Accepted to KDD 2020 Applied Data Science Track 

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Graph Structure Learning for Robust Graph Neural Networks

May 21, 2020
Wei Jin, Yao Ma, Xiaorui Liu, Xianfeng Tang, Suhang Wang, Jiliang Tang

* Accepted by KDD 2020 

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Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values

Nov 22, 2019
Xianfeng Tang, Huaxiu Yao, Yiwei Sun, Charu Aggarwal, Prasenjit Mitra, Suhang Wang

* Accepted by AAAI 2020 

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Node Injection Attacks on Graphs via Reinforcement Learning

Sep 14, 2019
Yiwei Sun, Suhang Wang, Xianfeng Tang, Tsung-Yu Hsieh, Vasant Honavar

* Preprint, under review 

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Robust Graph Neural Network Against Poisoning Attacks via Transfer Learning

Aug 20, 2019
Xianfeng Tang, Yandong Li, Yiwei Sun, Huaxiu Yao, Prasenjit Mitra, Suhang Wang

* Preprint, under review 

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MEGAN: A Generative Adversarial Network for Multi-View Network Embedding

Aug 20, 2019
Yiwei Sun, Suhang Wang, Tsung-Yu Hsieh, Xianfeng Tang, Vasant Honavar

* Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19 

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Joint Modeling of Dense and Incomplete Trajectories for Citywide Traffic Volume Inference

Feb 25, 2019
Xianfeng Tang, Boqing Gong, Yanwei Yu, Huaxiu Yao, Yandong Li, Haiyong Xie, Xiaoyu Wang

* Accepted by The Web Conference (WWW) 2019 

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Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction

Jan 24, 2019
Huaxiu Yao, Yiding Liu, Ying Wei, Xianfeng Tang, Zhenhui Li

* Accepted by WWW 2019 

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Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction

Nov 03, 2018
Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Zhenhui Li

* Accepted by AAAI 2019 

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Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

Feb 27, 2018
Huaxiu Yao, Fei Wu, Jintao Ke, Xianfeng Tang, Yitian Jia, Siyu Lu, Pinghua Gong, Jieping Ye, Zhenhui Li

* AAAI 2018 paper 

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