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Are we really making much progress? Revisiting, benchmarking, and refining heterogeneous graph neural networks



Qingsong Lv , Ming Ding , Qiang Liu , Yuxiang Chen , Wenzheng Feng , Siming He , Chang Zhou , Jianguo Jiang , Yuxiao Dong , Jie Tang

* KDD 2021 research track 

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Augmentation Pathways Network for Visual Recognition



Yalong Bai , Mohan Zhou , Yuxiang Chen , Wei Zhang , Bowen Zhou , Tao Mei


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Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report



Andrey Ignatov , Andres Romero , Heewon Kim , Radu Timofte , Chiu Man Ho , Zibo Meng , Kyoung Mu Lee , Yuxiang Chen , Yutong Wang , Zeyu Long , Chenhao Wang , Yifei Chen , Boshen Xu , Shuhang Gu , Lixin Duan , Wen Li , Wang Bofei , Zhang Diankai , Zheng Chengjian , Liu Shaoli , Gao Si , Zhang Xiaofeng , Lu Kaidi , Xu Tianyu , Zheng Hui , Xinbo Gao , Xiumei Wang , Jiaming Guo , Xueyi Zhou , Hao Jia , Youliang Yan

* Mobile AI 2021 Workshop and Challenges: https://ai-benchmark.com/workshops/mai/2021/. arXiv admin note: substantial text overlap with arXiv:2105.07825. substantial text overlap with arXiv:2105.08629, arXiv:2105.07809, arXiv:2105.08630 

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Products-10K: A Large-scale Product Recognition Dataset



Yalong Bai , Yuxiang Chen , Wei Yu , Linfang Wang , Wei Zhang


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