Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction. - Shiwei Li 002; Huifeng Guo; Lu Hou 002; Wei Zhang 197; Xing Tang 007; Ruiming Tang; Rui Zhang 003; Ruixuan Li 001 (AAAI, 2023)

FedBAT: Communication-Efficient Federated Learning via Learnable Binarization. - Shiwei Li 002; Wenchao Xu 001; Haozhao Wang; Xing Tang 007; Yining Qi; Shijie Xu; Weihong Luo; Yuhua Li 003; Xiuqiang He 001; Ruixuan Li 001 (ICML, 2024)

Masked Random Noise for Communication-Efficient Federated Learning. - Shiwei Li 002; Yingyi Cheng; Haozhao Wang; Xing Tang 007; Shijie Xu; Weihong Luo; Yuhua Li 003; Dugang Liu; Xiuqiang He 001; Ruixuan Li 001 (ACM Multimedia, 2024)

Masked Random Noise for Communication Efficient Federaetd Learning. - Shiwei Li 002; Yingyi Cheng; Haozhao Wang; Xing Tang 007; Shijie Xu; Weihong Luo; Yuhua Li 003; Dugang Liu; Xiuqiang He 001; Ruixuan Li 001 (CoRR, 2024)

Mixed-Precision Embeddings for Large-Scale Recommendation Models. - Shiwei Li 002; Zhuoqi Hu; Fuyuan Lyu; Xing Tang 007; Haozhao Wang; Shijie Xu; Weihong Luo; Yuhua Li 003; Xue Liu 001; Xiuqiang He 001; Ruixuan Li 001 (CoRR, 2024)

Embedding Compression in Recommender Systems: A Survey. - Shiwei Li 002; Huifeng Guo; Xing Tang 007; Ruiming Tang; Lu Hou 002; Ruixuan Li 001; Rui Zhang 003 (ACM Comput. Surv., 2024)

Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation. - Ziqiang Cui; Yunpeng Weng; Xing Tang 007; Xiaokun Zhang 001; Dugang Liu; Shiwei Li 002; Peiyang Liu; Bowei He; Weihong Luo; Xiuqiang He 001; Chen Ma 001 (CoRR, 2025)

The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning. - Shiwei Li 002; Xiandi Luo; Haozhao Wang; Xing Tang 007; Shijie Xu; Weihong Luo; Yuhua Li 003; Xiuqiang He 001; Ruixuan Li 001 (CoRR, 2025)

Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. - Shiwei Li 002; Xiandi Luo; Xing Tang 007; Haozhao Wang; Hao Chen; Weihong Luo; Yuhua Li 003; Xiuqiang He 001; Ruixuan Li 001 (CoRR, 2025)

BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity. - Shiwei Li 002; Xiandi Luo; Haozhao Wang; Xing Tang 007; Ziqiang Cui; Dugang Liu; Yuhua Li 003; Xiuqiang He 001; Ruixuan Li 001 (CoRR, 2025)