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Variance-Reduced Heterogeneous Federated Learning via Stratified Client Selection



Guangyuan Shen , Dehong Gao , Libin Yang , Fang Zhou , Duanxiao Song , Wei Lou , Shirui Pan


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Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement



Fuwei Zhang , Zhao Zhang , Xiang Ao , Dehong Gao , Fuzhen Zhuang , Yi Wei , Qing He


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Kaleido-BERT: Vision-Language Pre-training on Fashion Domain



Mingchen Zhuge , Dehong Gao , Deng-Ping Fan , Linbo Jin , Ben Chen , Haoming Zhou , Minghui Qiu , Ling Shao

* CVPR2021 Accepted. Code: https://github.com/mczhuge/Kaleido-BERT 

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Network Clustering for Multi-task Learning



Dehong Gao , Wenjing Yang , Huiling Zhou , Yi Wei , Yi Hu , Hao Wang


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Transformer-based Language Model Fine-tuning Methods for COVID-19 Fake News Detection



Ben Chen , Bin Chen , Dehong Gao , Qijin Chen , Chengfu Huo , Xiaonan Meng , Weijun Ren , Yang Zhou

* 9 pages, 1 figures 

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EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications



Minghui Qiu , Peng Li , Hanjie Pan , Chengyu Wang , Ang Wang , Cen Chen , Yaliang Li , Dehong Gao , Jun Huang , Yong Li , Jun Yang , Deng Cai , Wei Lin

* 4 pages 

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FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval



Dehong Gao , Linbo Jin , Ben Chen , Minghui Qiu , Peng Li , Yi Wei , Yi Hu , Hao Wang

* 10 pages, to be published in SIGIR20 Industry Track 

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