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Guandong Xu

University of Technology Sydney

COV19IR : COVID-19 Domain Literature Information Retrieval


Nov 08, 2022
Arusarka Bose, Zili Zhou, Guandong Xu

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Being Automated or Not? Risk Identification of Occupations with Graph Neural Networks


Sep 06, 2022
Dawei Xu, Haoran Yang, Marian-Andrei Rizoiu, Guandong Xu

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* 15 pages, 6 figures 

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Federated Graph Contrastive Learning


Jul 24, 2022
Haoran Yang, Xiangyu Zhao, Muyang Li, Hongxu Chen, Guandong Xu

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* Sumbitted to TNNLS 

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Reinforced Path Reasoning for Counterfactual Explainable Recommendation


Jul 14, 2022
Xiangmeng Wang, Qian Li, Dianer Yu, Guandong Xu

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Generating Counterfactual Hard Negative Samples for Graph Contrastive Learning


Jul 01, 2022
Haoran Yang, Hongxu Chen, Sixiao Zhang, Xiangguo Sun, Qian Li, Guandong Xu

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* 10 pages, submitted to ICDE 2023 Round 2 

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On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation


Apr 23, 2022
Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, Guandong Xu, Nguyen Quoc Viet Hung

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* To Appear in SIGIR'22 

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DialMed: A Dataset for Dialogue-based Medication Recommendation


Feb 22, 2022
Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu

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* Work in progress 

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Graph Masked Autoencoder


Feb 17, 2022
Hongxu Chen, Sixiao Zhang, Guandong Xu

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What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code


Feb 14, 2022
Yao Wan, Wei Zhao, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin

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* Accepted by ICSE 2022 (The 44th International Conference on Software Engineering) 

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Causal Disentanglement for Semantics-Aware Intent Learning in Recommendation


Feb 05, 2022
Xiangmeng Wang, Qian Li, Dianer Yu, Peng Cui, Zhichao Wang, Guandong Xu

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