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A General Method For Automatic Discovery of Powerful Interactions In Click-Through Rate Prediction


May 21, 2021
Ze Meng, Jinnian Zhang, Yumeng Li, Jiancheng Li, Tanchao Zhu, Lifeng Sun

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* Accepted by ACM SIGIR 2021 

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Continual Local Training for Better Initialization of Federated Models


May 26, 2020
Xin Yao, Lifeng Sun

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* This paper has been accepted to 2020 IEEE International Conference on Image Processing (ICIP 2020) 

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Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning


Oct 24, 2019
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun

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* Neural Computation, Volume 31, Issue 11, November 2019, p.2266-2291 

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Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating


Oct 22, 2019
Xin Yao, Tianchi Huang, Rui-Xiao Zhang, Ruiyu Li, Lifeng Sun

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* This manuscript has been accepted to the Workshop on Federated Learning for Data Privacy and Confidentiality (FL - NeurIPS 2019, in Conjunction with NeurIPS 2019) 

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Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs


Sep 01, 2019
Xin Yao, Tianchi Huang, Chenglei Wu, Rui-Xiao Zhang, Lifeng Sun

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* This is a combination version of our papers in VCIP 2018 and ICIP 2019 

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Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning


Aug 06, 2019
Tianchi Huang, Chao Zhou, Rui-Xiao Zhang, Chenglei Wu, Xin Yao, Lifeng Sun

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* ACM Multimedia 2019 

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Cross-Scale Cost Aggregation for Stereo Matching


Mar 03, 2014
Kang Zhang, Yuqiang Fang, Dongbo Min, Lifeng Sun, Shiqiang Yang. Shuicheng Yan, Qi Tian

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* To Appear in 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2014 (poster, 29.88%) 

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Binary Stereo Matching


Feb 10, 2014
Kang Zhang, Jiyang Li, Yijing Li, Weidong Hu, Lifeng Sun, Shiqiang Yang

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* Pattern Recognition (ICPR), 2012 21st International Conference on 

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