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Robust Quantity-Aware Aggregation for Federated Learning


May 22, 2022
Jingwei Yi, Fangzhao Wu, Huishuai Zhang, Bin Zhu, Tao Qi, Guangzhong Sun, Xing Xie


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A Mutually Reinforced Framework for Pretrained Sentence Embeddings


Feb 28, 2022
Junhan Yang, Zheng Liu, Shitao Xiao, Jianxun Lian, Lijun Wu, Defu Lian, Guangzhong Sun, Xing Xie


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UA-FedRec: Untargeted Attack on Federated News Recommendation


Feb 14, 2022
Jingwei Yi, Fangzhao Wu, Bin Zhu, Yang Yu, Chao Zhang, Guangzhong Sun, Xing Xie

* 10 pages 

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Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation


Sep 16, 2021
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Ruixuan Liu, Guangzhong Sun, Xing Xie


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GraphFormers: GNN-nested Language Models for Linked Text Representation


May 06, 2021
Junhan Yang, Zheng Liu, Shitao Xiao, Chaozhuo Li, Guangzhong Sun, Xing Xie


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Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks


Apr 22, 2021
Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie


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DebiasedRec: Bias-aware User Modeling and Click Prediction for Personalized News Recommendation


Apr 15, 2021
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Qifei Li, Guangzhong Sun, Xing Xie

* 10 pages, 10 figures 

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Fast and Accurate Knowledge-Aware Document Representation Enhancement for News Recommendations


Oct 25, 2019
Danyang Liu, Jianxun Lian, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie


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xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems


May 30, 2018
Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun

* 10 pages 

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