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Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives



Wei Wang , Liangzhu Ge , Jingqiao Zhang , Cheng Yang

* 7 pages, 3 figures, 6 tables. Accepted to SIGIR 22. Code at https://github.com/alibaba/SimCSE-with-CARDS 

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An Adaptive Contrastive Learning Model for Spike Sorting



Lang Qian , Shengjie Zheng , Chunshan Deng , Cheng Yang , Xiaojian Li


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Spatial Autoregressive Coding for Graph Neural Recommendation



Jiayi Zheng , Ling Yang , Heyuan Wang , Cheng Yang , Yinghong Li , Xiaowei Hu , Shenda Hong

* preprint 

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Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network



Tianyu Zhao , Cheng Yang , Yibo Li , Quan Gan , Zhenyi Wang , Fengqi Liang , Huan Zhao , Yingxia Shao , Xiao Wang , Chuan Shi


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PartImageNet: A Large, High-Quality Dataset of Parts



Ju He , Shuo Yang , Shaokang Yang , Adam Kortylewski , Xiaoding Yuan , Jie-Neng Chen , Shuai Liu , Cheng Yang , Alan Yuille


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3rd Place Solution to Google Landmark Recognition Competition 2021



Cheng Xu , Weimin Wang , Shuai Liu , Yong Wang , Yuxiang Tang , Tianling Bian , Yanyu Yan , Qi She , Cheng Yang

* Corrected typos 

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Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration



Xiao Wang , Hongrui Liu , Chuan Shi , Cheng Yang

* Accepted to NeurIPS 2021 

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Unfolding Projection-free SDP Relaxation of Binary Graph Classifier via GDPA Linearization



Cheng Yang , Gene Cheung , Wai-tian Tan , Guangtao Zhai


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Copy and Paste method based on Pose for Re-identification



Cheng Yang


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Hand Image Understanding via Deep Multi-Task Learning



Xiong Zhang , Hongsheng Huang , Jianchao Tan , Hongmin Xu , Cheng Yang , Guozhu Peng , Lei Wang , Ji Liu

* Accepted By ICCV 2021 

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