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Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving


Sep 11, 2021
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie

* EMNLP: Findings 2021 

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Fastformer: Additive Attention Can Be All You Need


Sep 05, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang, Xing Xie

* Add results on Bing Ad CVR prediction 

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UserBERT: Contrastive User Model Pre-training


Sep 03, 2021
Chuhan Wu, Fangzhao Wu, Yang Yu, Tao Qi, Yongfeng Huang, Xing Xie


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Smart Bird: Learnable Sparse Attention for Efficient and Effective Transformer


Sep 02, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Binxing Jiao, Daxin Jiang, Yongfeng Huang, Xing Xie


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FedKD: Communication Efficient Federated Learning via Knowledge Distillation


Aug 30, 2021
Chuhan Wu, Fangzhao Wu, Ruixuan Liu, Lingjuan Lyu, Yongfeng Huang, Xing Xie


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Is News Recommendation a Sequential Recommendation Task?


Aug 26, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang


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Fastformer: Additive Attention is All You Need


Aug 20, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang


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Can We Model News Recommendation as Sequential Recommendation?


Aug 20, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang


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Personalized News Recommendation: A Survey


Jul 08, 2021
Chuhan Wu, Fangzhao Wu, Yongfeng Huang, Xing Xie


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DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning


Jun 11, 2021
Chuhan Wu, Fangzhao Wu, Yongfeng Huang


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PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity


Jun 10, 2021
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang

* ACL 2021 

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HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation


Jun 08, 2021
Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang

* ACL 2021 

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Provably Secure Generative Linguistic Steganography


Jun 03, 2021
Siyu Zhang, Zhongliang Yang, Jinshuai Yang, Yongfeng Huang

* Accepted by ACL-IJCNLP 2021: findings 

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Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling


Jun 02, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

* ACL-IJCNLP 2021 

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One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers


Jun 02, 2021
Chuhan Wu, Fangzhao Wu, Yongfeng Huang

* Findings of ACL-IJCNLP 2021 

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Distribution Matching for Rationalization


Jun 01, 2021
Yongfeng Huang, Yujun Chen, Yulun Du, Zhilin Yang

* AAAI 2021 
* Accepted by AAAI2021 

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Rethinking InfoNCE: How Many Negative Samples Do You Need?


May 27, 2021
Chuhan Wu, Fangzhao Wu, Yongfeng Huang


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Personalized News Recommendation with Knowledge-aware Interactive Matching


Apr 20, 2021
Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang

* SIGIR 2021 

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Empowering News Recommendation with Pre-trained Language Models


Apr 15, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang

* To appear in SIGIR 2021 

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MM-Rec: Multimodal News Recommendation


Apr 15, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang


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Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation


Apr 15, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang


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FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation


Mar 01, 2021
Chuhan Wu, Fangzhao Wu, Yang Cao, Yongfeng Huang, Xing Xie


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FeedRec: News Feed Recommendation with Various User Feedbacks


Feb 09, 2021
Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang


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