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Defending Against Backdoor Attack on Graph Nerual Network by Explainability


Sep 07, 2022
Bingchen Jiang, Zhao Li

* 10 pages, 10 figures 

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A Systematical Evaluation for Next-Basket Recommendation Algorithms


Sep 07, 2022
Zhufeng Shao, Shoujin Wang, Qian Zhang, Wenpeng Lu, Zhao Li, Xueping Peng


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Path-aware Siamese Graph Neural Network for Link Prediction


Aug 10, 2022
Jingsong Lv, Zhao Li, Hongyang Chen, Yao Qi, Chunqi Wu

* 5 pages, 1 figure, 2 tables, 29 references, manuscript in preparation 

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Re-weighting Negative Samples for Model-Agnostic Matching


Jul 06, 2022
Jiazhen Lou, Hong Wen, Fuyu Lv, Jing Zhang, Tengfei Yuan, Zhao Li


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RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on


Apr 24, 2022
Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang, Yuan He

* Accepted by IJCAI2022 

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Sequence-Based Target Coin Prediction for Cryptocurrency Pump-and-Dump


Apr 21, 2022
Sihao Hu, Zhen Zhang, Shengliang Lu, Bingsheng He, Zhao Li

* 9 pages 

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MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation


Mar 22, 2022
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Binqiang Zhao, Ziyang Zheng, Shirui Pan

* This paper has been submitted to KDD 2022 ADS Track 

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Community Trend Prediction on Heterogeneous Graph in E-commerce


Feb 24, 2022
Jiahao Yuan, Zhao Li, Pengcheng Zou, Xuan Gao, Jinwei Pan, Wendi Ji, Xiaoling Wang

* Published as a full paper at WSDM 2022 

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GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction


Feb 21, 2022
Sihao Hu, Yi Cao, Yu Gong, Zhao Li, Yazheng Yang, Qingwen Liu, Wengwu Ou, Shouling Ji


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