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Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration


Jan 27, 2023
Xiangyu Zhao, Hannes Stärk, Dominique Beaini, Pietro Liò, Yiren Zhao

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* Preprint. Under review. 13 pages, 4 figures, 2 tables 

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RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation


Jan 13, 2023
Xiangyu Zhao, Zengxin Qi, Sheng Wang, Qian Wang, Xuehai Wu, Ying Mao, Lichi Zhang

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Data Augmentation on Graphs: A Survey


Dec 20, 2022
Jiajun Zhou, Chenxuan Xie, Zhenyu Wen, Xiangyu Zhao, Qi Xuan

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* 31 pages, 11 figures, under review 

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A Comprehensive Survey on Trustworthy Recommender Systems


Sep 21, 2022
Wenqi Fan, Xiangyu Zhao, Xiao Chen, Jingran Su, Jingtong Gao, Lin Wang, Qidong Liu, Yiqi Wang, Han Xu, Lei Chen, Qing Li

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"Are you okay, honey?": Recognizing Emotions among Couples Managing Diabetes in Daily Life using Multimodal Real-World Smartwatch Data


Aug 22, 2022
George Boateng, Xiangyu Zhao, Malgorzata Speichert, Elgar Fleisch, Janina Lüscher, Theresa Pauly, Urte Scholz, Guy Bodenmann, Tobias Kowatsch

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* 19 pages, Under review at ACM IMWUT 

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TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation


Aug 12, 2022
Xiangyu Zhao, Di Zang, Sheng Wang, Zhenrong Shen, Kai Xuan, Zeyu Wei, Zhe Wang, Ruizhe Zheng, Xuehai Wu, Zheren Li, Qian Wang, Zengxin Qi, Lichi Zhang

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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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Knowledge-enhanced Black-box Attacks for Recommendations


Jul 21, 2022
Jingfan Chen, Wenqi Fan, Guanghui Zhu, Xiangyu Zhao, Chunfeng Yuan, Qing Li, Yihua Huang

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* Accepted in the KDD'22 

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MLP4Rec: A Pure MLP Architecture for Sequential Recommendations


Apr 25, 2022
Muyang Li, Xiangyu Zhao, Chuan Lyu, Minghao Zhao, Runze Wu, Ruocheng Guo

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AutoField: Automating Feature Selection in Deep Recommender Systems


Apr 19, 2022
Yejing Wang, Xiangyu Zhao, Tong Xu, Xian Wu

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