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Xin Xia
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Are Graph Augmentations Necessary? Simple Graph Contrastive Learning for Recommendation
J Yu, H Yin, X Xia, T Chen, L Cui, NQV Hung
SIGIR'22, 2022
6412022
Self-supervised hypergraph convolutional networks for session-based recommendation
X Xia, H Yin, J Yu, Q Wang, L Cui, X Zhang
Proceedings of the AAAI Conference on Artificial Intelligence, 2021
5582021
Self-Supervised Learning for Recommender Systems: A Survey
J Yu, H Yin, X Xia, T Chen, J Li, Z Huang
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
3212022
Socially-Aware Self-Supervised Tri-Training for Recommendation
J Yu, H Yin, M Gao, X Xia, X Zhang, NQV Hung
ACM International Conference on Knowledge Discovery & Data Mining (KDD), 2021
2132021
Self-Supervised Graph Co-Training for Session-based Recommendation
X Xia, H Yin, J Yu, Y Shao, L Cui
ACM International Conference on Information and Knowledge Management (CIKM), 2021
1962021
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation
J Yu, X Xia, T Chen, L Cui, NQV Hung, H Yin
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023
1952023
On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation
X Xia, H Yin, J Yu, Q Wang, G Xu, NQV Hung
SIGIR'22, 2022
562022
On-Device Recommender Systems: A Comprehensive Survey
H Yin, L Qu, T Chen, W Yuan, R Zheng, J Long, X Xia, Y Shi, C Zhang
arXiv preprint arXiv:2401.11441, 2024
392024
Efficient On-Device Session-Based Recommendation
X Xia, J Yu, Q Wang, C Yang, QVH Nguyen, H Yin
ACM Transactions on Information Systems (TOIS), 2022
352022
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation
X Xia, J Yu, G Xu, H Yin
ACM International Conference on Information and Knowledge Management (CIKM), 2023
62023
From cloud to device: transforming recommender systems for on-device deployment
X Xia
2023
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