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Shiwei Li
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Embedding compression in recommender systems: A survey
S Li, H Guo, X Tang, R Tang, L Hou, R Li, R Zhang
ACM Computing Surveys 56 (5), 1-21, 2024
232024
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction
S Li, H Guo, L Hou, W Zhang, X Tang, R Tang, R Zhang, R Li
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4435-4443, 2023
132023
Mixed-Precision Embeddings for Large-Scale Recommendation Models
S Li, Z Hu, X Tang, H Wang, S Xu, W Luo, Y Li, X He, R Li
arXiv preprint arXiv:2409.20305, 2024
12024
Masked Random Noise for Communication-Efficient Federated Learning
S Li, Y Cheng, H Wang, X Tang, S Xu, W Luo, Y Li, D Liu, X He, R Li
ACM Multimedia 2024, 2024
12024
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
S Li, W Xu, H Wang, X Tang, Y Qi, S Xu, W Luo, Y Li, X He, R Li
Forty-first International Conference on Machine Learning, 2024
12024
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