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Flashlight: Scalable Link Prediction with Effective Decoders


Sep 22, 2022
Yiwei Wang, Bryan Hooi, Yozen Liu, Tong Zhao, Zhichun Guo, Neil Shah


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Graph Rationalization with Environment-based Augmentations


Jun 06, 2022
Gang Liu, Tong Zhao, Jiaxin Xu, Tengfei Luo, Meng Jiang

* Accepted by KDD 2022 

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Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training


Jun 01, 2022
Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, Michael R. Lyu

* NAACL 2022 (Findings) 

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Coarse-to-Fine Sparse Sequential Recommendation


Apr 04, 2022
Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian McAuley

* Accepted as conference paper at SIGIR 2022 

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Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback


Mar 18, 2022
Trong Nghia Hoang, Anoop Deoras, Tong Zhao, Jin Li, George Karypis

* AISTATS-22 

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Diversifying Content Generation for Commonsense Reasoning with Mixture of Knowledge Graph Experts


Mar 14, 2022
Wenhao Yu, Chenguang Zhu, Lianhui Qin, Zhihan Zhang, Tong Zhao, Meng Jiang

* ACL 2022 (Findings); Code is at https://github.com/DM2-ND/MoKGE 

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Graph Data Augmentation for Graph Machine Learning: A Survey


Feb 17, 2022
Tong Zhao, Gang Liu, Stephan Günnemann, Meng Jiang


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RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph


Feb 12, 2022
Ruijie Wang, Zheng Li, Danqing Zhang, Qingyu Yin, Tong Zhao, Bing Yin, Tarek Abdelzaher

* The Web Conference 2022 

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Spatially and Robustly Hybrid Mixture Regression Model for Inference of Spatial Dependence


Sep 28, 2021
Wennan Chang, Pengtao Dang, Changlin Wan, Xiaoyu Lu, Yue Fang, Tong Zhao, Yong Zang, Bo Li, Chi Zhang, Sha Cao

* Accepted by ICDM IEEE 2021 

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