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SkipNode: On Alleviating Over-smoothing for Deep Graph Convolutional Networks



Weigang Lu , Yibing Zhan , Ziyu Guan , Liu Liu , Baosheng Yu , Wei Zhao , Yaming Yang , Dacheng Tao

* 12 pages, 5 figures 

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AP-10K: A Benchmark for Animal Pose Estimation in the Wild



Hang Yu , Yufei Xu , Jing Zhang , Wei Zhao , Ziyu Guan , Dacheng Tao


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Multi-Agent Cooperative Bidding Games for Multi-Objective Optimization in e-Commercial Sponsored Search



Ziyu Guan , Hongchang Wu , Qingyu Cao , Hao Liu , Wei Zhao , Sheng Li , Cai Xu , Guang Qiu , Jian Xu , Bo Zheng


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Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements Prediction



Ruijing Yang , Ziyu Guan , Zitong Yu , Guoying Zhao , Xiaoyi Feng , Jinye Peng

* IJCAI 2021 

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Interpretable and Efficient Heterogeneous Graph Convolutional Network



Yaming Yang , Ziyu Guan , Jianxin Li , Wei Zhao , Jiangtao Cui , Quan Wang

* This paper has been submitted to IEEE TKDE 

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Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU



Yu Zhu , Yu Gong , Qingwen Liu , Yingcai Ma , Wenwu Ou , Junxiong Zhu , Beidou Wang , Ziyu Guan , Deng Cai

* 9 pages, 6 figures, submitted to CIKM 2019 Applied Research Track 

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Exact-K Recommendation via Maximal Clique Optimization



Yu Gong , Yu Zhu , Lu Duan , Qingwen Liu , Ziyu Guan , Fei Sun , Wenwu Ou , Kenny Q. Zhu

* SIGKDD 2019 

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A Brand-level Ranking System with the Customized Attention-GRU Model



Yu Zhu , Junxiong Zhu , Jie Hou , Yongliang Li , Beidou Wang , Ziyu Guan , Deng Cai

* International Joint Conferences on Artificial Intelligence, 2018: 3947-3953 
* 7 pages, 6 figures, 3 tables. Published in IJCAI 2018. Make some figures and tables more clear 

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Addressing the Item Cold-start Problem by Attribute-driven Active Learning



Yu Zhu , Jinhao Lin , Shibi He , Beidou Wang , Ziyu Guan , Haifeng Liu , Deng Cai

* 14 pages, 7 figures, 9 tables. Submitted to TKDE 

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