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Evaluating Modules in Graph Contrastive Learning


Jun 15, 2021
Ganqu Cui, Yufeng Du, Cheng Yang, Jie Zhou, Liang Xu, Lifeng Wang, Zhiyuan Liu


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SAS: Self-Augmented Strategy for Language Model Pre-training


Jun 14, 2021
Yifei Xu, Jingqiao Zhang, Ru He, Liangzhu Ge, Chao Yang, Cheng Yang, Ying Nian Wu

* 13 pages, 3 figures 

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Projection-free Graph-based Classifier Learning using Gershgorin Disc Perfect Alignment


Jun 03, 2021
Cheng Yang, Gene Cheung, Wai-tian Tan, Guangtao Zhai


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Rethinking Re-Sampling in Imbalanced Semi-Supervised Learning


Jun 01, 2021
Ju He, Adam Kortylewski, Shaokang Yang, Shuai Liu, Cheng Yang, Changhu Wang, Alan Yuille


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Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach


May 19, 2021
Junhao Hua, Ling Yan, Huan Xu, Cheng Yang

* 10 pages, 7 figures, accepted to KDD'21 

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Learning to Reconstruct 3D Non-Cuboid Room Layout from a Single RGB Image


Apr 16, 2021
Cheng Yang, Jia Zheng, Xili Dai, Rui Tang, Yi Ma, Xiaojun Yuan

* Code is available at https://github.com/Cyang0515/NonCuboidRoom 

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TransFG: A Transformer Architecture for Fine-grained Recognition


Mar 28, 2021
Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille

* Release official PyTorch implementation of the paper 

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Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework


Mar 04, 2021
Cheng Yang, Jiawei Liu, Chuan Shi


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Re-rank Coarse Classification with Local Region Enhanced Features for Fine-Grained Image Recognition


Feb 19, 2021
Shaokang Yang, Shuai Liu, Cheng Yang, Changhu Wang

* 10 pages, 7 figures 

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Incorporating Vision Bias into Click Models for Image-oriented Search Engine


Jan 07, 2021
Ningxin Xu, Cheng Yang, Yixin Zhu, Xiaowei Hu, Changhu Wang


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Progressively Stacking 2.0: A Multi-stage Layerwise Training Method for BERT Training Speedup


Nov 27, 2020
Cheng Yang, Shengnan Wang, Chao Yang, Yuechuan Li, Ru He, Jingqiao Zhang


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CoRe: An Efficient Coarse-refined Training Framework for BERT


Nov 27, 2020
Cheng Yang, Shengnan Wang, Yuechuan Li, Chao Yang, Ming Yan, Jingqiao Zhang, Fangquan Lin


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Nonseparable Symplectic Neural Networks


Oct 23, 2020
Shiying Xiong, Yunjin Tong, Xingzhe He, Cheng Yang, Shuqi Yang, Bo Zhu

* Submitted to ICLR2021 

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Identification of deep breath while moving forward based on multiple body regions and graph signal analysis


Oct 20, 2020
Yunlu Wang, Cheng Yang, Menghan Hu, Jian Zhang, Qingli Li, Guangtao Zhai, Xiao-Ping Zhang

* 5 pages, 3 figures 

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Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation


Jul 27, 2020
Nan Zhuang, Cheng Yang

* Technical Report 

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Signed Graph Metric Learning via Gershgorin Disc Alignment


Jul 06, 2020
Cheng Yang, Gene Cheung, Wei Hu

* code available: https://github.com/bobchengyang/SGML 

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Adaptive Graph Encoder for Attributed Graph Embedding


Jul 03, 2020
Ganqu Cui, Jie Zhou, Cheng Yang, Zhiyuan Liu

* To appear in KDD 2020 

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AP20-OLR Challenge: Three Tasks and Their Baselines


Jun 04, 2020
Zheng Li, Miao Zhao, Qingyang Hong, Lin Li, Zhiyuan Tang, Dong Wang, Liming Song, Cheng Yang

* arXiv admin note: substantial text overlap with arXiv:1907.07626, arXiv:1806.00616, arXiv:1706.09742 

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KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion


Apr 28, 2020
Jie Zhou, Xin Lv, Cheng Yang, Zhiyuan Liu, Juanzi Li, Maosong Sun


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DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation


Mar 26, 2020
Xiong Zhang, Hongmin Xu, Hong Mo, Jianchao Tan, Cheng Yang, Wenqi Ren


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MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space


Mar 13, 2020
Xiaoyuan Yi, Ruoyu Li, Cheng Yang, Wenhao Li, Maosong Sun

* 8 pages, 5 figures, published in AAAI 2020 

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Graph Metric Learning via Gershgorin Disc Alignment


Mar 09, 2020
Cheng Yang, Gene Cheung, Wei Hu

* accepted to ICASSP 2020 

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Fast Graph Metric Learning via Gershgorin Disc Alignment


Feb 15, 2020
Cheng Yang, Gene Cheung, Wei Hu

* accepted to ICASSP 2020 

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Graph Neural News Recommendation with Long-term and Short-term Interest Modeling


Nov 08, 2019
Linmei Hu, Chen Li, Chuan Shi, Cheng Yang, Chao Shao


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