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



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

* To Appear in SIGIR'22 

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DialMed: A Dataset for Dialogue-based Medication Recommendation



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

* Work in progress 

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Graph Masked Autoencoder



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



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

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

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Causal Disentanglement for Semantics-Aware Intent Learning in Recommendation



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


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Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation



Sixiao Zhang , Hongxu Chen , Xiangguo Sun , Yicong Li , Guandong Xu


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Cross-Language Binary-Source Code Matching with Intermediate Representations



Yi Gui , Yao Wan , Hongyu Zhang , Huifang Huang , Yulei Sui , Guandong Xu , Zhiyuan Shao , Hai Jin

* SANER2022 

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Dual Space Graph Contrastive Learning



Haoran Yang , Hongxu Chen , Shirui Pan , Lin Li , Philip S. Yu , Guandong Xu


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Deep Treatment-Adaptive Network for Causal Inference



Qian Li , Zhichao Wang , Shaowu Liu , Gang Li , Guandong Xu


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