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Clustered Embedding Learning for Recommender Systems


Feb 03, 2023
Yizhou Chen, Guangda Huzhang, Anxiang Zeng, Qingtao Yu, Hui Sun, Hengyi Li, Jingyi Li, Yabo Ni, Han Yu, Zhiming Zhou

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Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff


Jan 23, 2023
Dengyu Wu, Gaojie Jin, Han Yu, Xinping Yi, Xiaowei Huang

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Towards AI-Empowered Crowdsourcing


Dec 28, 2022
Shipeng Wang, Qingzhong Li, Lizhen Cui, Zhongmin Yan, Yonghui Xu, Zhuan Shi, Zhiqi Shen, Han Yu

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Stable Learning via Sparse Variable Independence


Dec 02, 2022
Han Yu, Peng Cui, Yue He, Zheyan Shen, Yong Lin, Renzhe Xu, Xingxuan Zhang

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* Accepted by AAAI 2023 

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PiRL: Participant-Invariant Representation Learning for Healthcare


Nov 21, 2022
Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

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FIXED: Frustratingly Easy Domain Generalization with Mixup


Nov 07, 2022
Wang Lu, Jindong Wang, Han Yu, Lei Huang, Xiang Zhang, Yiqiang Chen, Xing Xie

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* Technical report; code for DG at: https://github.com/jindongwang/transferlearning/tree/master/code/DeepDG 

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On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey


Nov 06, 2022
Xu Guo, Han Yu

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Multi-Resource Allocation for On-Device Distributed Federated Learning Systems


Nov 01, 2022
Yulan Gao, Ziqiang Ye, Han Yu, Zehui Xiong, Yue Xiao, Dusit Niyato

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Measure-Theoretic Probability of Complex Co-occurrence and E-Integral


Oct 18, 2022
Jian-Yong Wang, Han Yu

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LEAVES: Learning Views for Time-Series Data in Contrastive Learning


Oct 13, 2022
Han Yu, Huiyuan Yang, Akane Sano

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