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FedSkip: Combatting Statistical Heterogeneity with Federated Skip Aggregation


Dec 14, 2022
Ziqing Fan, Yanfeng Wang, Jiangchao Yao, Lingjuan Lyu, Ya Zhang, Qi Tian

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NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension


Nov 24, 2022
Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chu Cheung, Simon See, Bo Han, Xiaowen Chu

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* Accepted by AAAI2023, AutoML, NAS 

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Device-Cloud Collaborative Recommendation via Meta Controller


Jul 07, 2022
Jiangchao Yao, Feng Wang, Xichen Ding, Shaohu Chen, Bo Han, Jingren Zhou, Hongxia Yang

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* KDD 2022 

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Contrastive Learning with Boosted Memorization


Jun 03, 2022
Zhihan Zhou, Jiangchao Yao, Yanfeng Wang, Bo Han, Ya Zhang

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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey


Nov 12, 2021
Jiangchao Yao, Shengyu Zhang, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji, Kunyang Jia, Tao Shen, Anpeng Wu, Fengda Zhang, Ziqi Tan, Kun Kuang, Chao Wu, Fei Wu, Jingren Zhou, Hongxia Yang

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* 20 pages. Under Submission. arXiv admin note: text overlap with arXiv:2103.13630 by other authors 

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Click-through Rate Prediction with Auto-Quantized Contrastive Learning


Sep 27, 2021
Yujie Pan, Jiangchao Yao, Bo Han, Kunyang Jia, Ya Zhang, Hongxia Yang

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MC$^2$-SF: Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation


Sep 25, 2021
Zeyuan Chen, Jiangchao Yao, Feng Wang, Kunyang Jia, Bo Han, Wei Zhang, Hongxia Yang

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Cooperative Learning for Noisy Supervision


Aug 11, 2021
Hao Wu, Jiangchao Yao, Ya Zhang, Yanfeng Wang

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* ICME 2021 Oral 

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