Papers citing 'Post-Training 4-bit Quantization on Embedding Tables'

Title
Rec-AD: An Efficient Computation Framework for FDIA Detection Based on Tensor Train Decomposition and Deep Learning Recommendation Model Yunfeng Li Junhong Liu Zhaohui Yang Guofu Liao Chuyun Zhang 184 1 0 19 Jul 2025
HE-LRM: Encrypted Deep Learning Recommendation Models using Fully Homomorphic Encryption Karthik Garimella Austin Ebel Gabrielle De Micheli Brandon Reagen FedML 128 4 0 22 Jun 2025
Lightweight Embeddings with Graph Rewiring for Collaborative Filtering Xurong Liang Tong Chen Wei Yuan Hongzhi Yin 126 0 0 25 May 2025
On-Device Recommender Systems: A Comprehensive Survey Hongzhi Yin Liang Qu Tong Chen Wei Yuan Ruiqi Zheng Jing Long Xin Xia Yuhui Shi Chengqi Zhang 238 55 0 21 Jan 2024
Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems Qinyi Luo Penghan Wang Wei Zhang Fan Lai Jiachen Mao ... Jun Song Wei-Yu Tsai Shuai Yang Yuxi Hu Xuehai Qian 168 2 0 09 Jan 2024
Experimental Analysis of Large-scale Learnable Vector Storage CompressionProceedings of the VLDB Endowment (PVLDB), 2023 Hailin Zhang Penghao Zhao Xupeng Miao Yingxia Shao Zirui Liu Tong Yang Tengjiao Wang 248 16 0 27 Nov 2023
Adaptive Low-Precision Training for Embeddings in Click-Through Rate PredictionAAAI Conference on Artificial Intelligence (AAAI), 2022 Shiwei Li Huifeng Guo Luyao Hou Wei Zhang Xing Tang Ruiming Tang Rui Zhang Rui Li MQ 505 23 0 12 Dec 2022
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression Yuezhou Sun Wenlong Zhao Lijun Zhang Xiao Liu Hui Guan Matei A. Zaharia 168 0 0 19 Nov 2021
Supporting Massive DLRM Inference Through Software Defined MemoryIEEE International Conference on Distributed Computing Systems (ICDCS), 2021 E. K. Ardestani Changkyu Kim Seung Jae Lee Luoshang Pan Valmiki Rampersad ... Krishnakumar Nair Maxim Naumov Christopher Peterson M. Smelyanskiy Vijay Rao BDL 191 23 0 21 Oct 2021
Low-Precision Hardware Architectures Meet Recommendation Model Inference at ScaleIEEE Micro (IEEE Micro), 2021 Zhaoxia Deng Deng Jongsoo Park P. T. P. Tang Haixin Liu ... S. Nadathur Changkyu Kim Maxim Naumov S. Naghshineh M. Smelyanskiy 139 12 0 26 May 2021
Efficient Soft-Error Detection for Low-precision Deep Learning Recommendation Models Sihuan Li Jianyu Huang P. T. P. Tang D. Khudia Jongsoo Park H. Dixit Zizhong Chen 205 15 0 27 Feb 2021
TT-Rec: Tensor Train Compression for Deep Learning Recommendation ModelsConference on Machine Learning and Systems (MLSys), 2021 Chunxing Yin Bilge Acun Xing Liu Carole-Jean Wu 219 112 0 25 Jan 2021
Mixed-Precision Embedding Using a Cache Jiyan Yang Jianyu Huang Jongsoo Park P. T. P. Tang Andrew Tulloch 309 39 0 21 Oct 2020