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A Unified Model for Multi-class Anomaly Detection



Zhiyuan You , Lei Cui , Yujun Shen , Kai Yang , Xin Lu , Yu Zheng , Xinyi Le


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Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination



Yizhen Zheng , Shirui Pan , Vincent Cs Lee , Yu Zheng , Philip S. Yu


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A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling



Gaode Chen , Yijun Su , Xinghua Zhang , Anmin Hu , Guochun Chen , Siyuan Feng , Ji Xiang , Junbo Zhang , Yu Zheng


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Configuration-Aware Safe Control for Mobile Robotic Arm with Control Barrier Functions



Fan Ding , Jianping He , Yi Ren , Han Wang , Yu Zheng

* submitted to Conference of Decision and Control(CDC) 

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HyperDet3D: Learning a Scene-conditioned 3D Object Detector



Yu Zheng , Yueqi Duan , Jiwen Lu , Jie Zhou , Qi Tian

* to be published on CVPR2022 

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Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement



Xiuwei Xu , Yifan Wang , Yu Zheng , Yongming Rao , Jie Zhou , Jiwen Lu

* Accepted to CVPR2022 

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Deep AutoAugment



Yu Zheng , Zhi Zhang , Shen Yan , Mi Zhang

* ICLR 2022 camera-ready. Code: https://github.com/MSU-MLSys-Lab/DeepAA 

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Disentangling Long and Short-Term Interests for Recommendation



Yu Zheng , Chen Gao , Jianxin Chang , Yanan Niu , Yang Song , Depeng Jin , Yong Li

* Accepted by WWW'22 

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