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GTG-Shapley: Efficient and Accurate Participant Contribution Evaluation in Federated Learning


Sep 05, 2021
Zelei Liu, Yuanyuan Chen, Han Yu, Yang Liu, Lizhen Cui


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Self-Supervised Graph Co-Training for Session-based Recommendation


Aug 24, 2021
Xin Xia, Hongzhi Yin, Junliang Yu, Yingxia Shao, Lizhen Cui

* Accepted by CIKM'21 

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Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering


Aug 03, 2021
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

* Submitted to TPAMI. arXiv admin note: substantial text overlap with arXiv:2103.16047 

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Few-Shot Partial-Label Learning


Jun 02, 2021
Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Lizhen Cui, Carlotta Domeniconi

* Accepted by International Joint Conference on Artificial Intelligence (IJCAI2021) 

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NoiLIn: Do Noisy Labels Always Hurt Adversarial Training?


May 31, 2021
Jingfeng Zhang, Xilie Xu, Bo Han, Tongliang Liu, Gang Niu, Lizhen Cui, Masashi Sugiyama


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Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems


May 19, 2021
Sixiao Zhang, Hongxu Chen, Xiao Ming, Lizhen Cui, Hongzhi Yin, Guandong Xu


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Noise-resistant Deep Metric Learning with Ranking-based Instance Selection


Apr 12, 2021
Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

* Accepted by CVPR 2021 

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Towards Personalized Federated Learning


Mar 01, 2021
Alysa Ziying Tan, Han Yu, Lizhen Cui, Qiang Yang


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Graph Embedding for Recommendation against Attribute Inference Attacks


Jan 29, 2021
Shijie Zhang, Hongzhi Yin, Tong Chen, Zi Huang, Lizhen Cui, Xiangliang Zhang


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FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection


Jan 08, 2021
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang

* To appear in JBHI 

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Commonsense knowledge adversarial dataset that challenges ELECTRA


Oct 25, 2020
Gongqi Lin, Yuan Miao, Xiaoyong Yang, Wenwu Ou, Lizhen Cui, Wei Guo, Chunyan Miao

* To appear in ICARCV2020 

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Attacks Which Do Not Kill Training Make Adversarial Learning Stronger


Feb 26, 2020
Jingfeng Zhang, Xilie Xu, Bo Han, Gang Niu, Lizhen Cui, Masashi Sugiyama, Mohan Kankanhalli


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Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation


Mar 19, 2019
Yong Liu, Yinan Zhang, Qiong Wu, Chunyan Miao, Lizhen Cui, Binqiang Zhao, Yin Zhao, Lu Guan


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Ethically Aligned Opportunistic Scheduling for Productive Laziness


Jan 02, 2019
Han Yu, Chunyan Miao, Yongqing Zheng, Lizhen Cui, Simon Fauvel, Cyril Leung

* Proceedings of the 2nd AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (AIES-19), 2019 

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