Shiwei Li - RankMe

25 papers A* 6A 1Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Automated Information Flow Selection for Multi-scenario Multi-task Recommendation. WSDM Chaohua Yang, Dugang Liu, Shiwei Li, Yuwen Fu, Xing Tang, Weihong Luo, Xiangyu Zhao, Xiuqiang He, Zhong Ming
2026	A*	`conf`	Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA. WWW Xing Tang, Hao Chen, Shiwei Li, Fuyuan Lyu, Weijie Shi, Lingjie Li, Dugang Liu, Weihong Luo, Xiku Du, Xiuqiang He
2026	J	`jnl`	Nonlinearity as Rank: Generative Low-Rank Adapter with Radial Basis Functions. CoRR Yihao Ouyang, Shiwei Li, Haozhao Wang, Xiandi Luo, Zhuoqi Hu, Yuetong Song, Qiyu Qin, Yichen Li, Ruixuan Li
2025	J	`jnl`	Automated Information Flow Selection for Multi-scenario Multi-task Recommendation. CoRR Chaohua Yang, Dugang Liu, Shiwei Li, Yuwen Fu, Xing Tang, Weihong Luo, Xiangyu Zhao, Xiuqiang He, Zhong Ming
2025	J	`jnl`	Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation. CoRR Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Xiuqiang He, Ruixuan Li
2025	A*	`conf`	Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. ICML Shiwei Li, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li
2025	J	`jnl`	Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics. CoRR Shiwei Li, Xiandi Luo, Xing Tang, Haozhao Wang, Hao Chen, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li
2025	J	`jnl`	BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity. CoRR Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Ziqiang Cui, Dugang Liu, Yuhua Li, Xiuqiang He, Ruixuan Li
2025	J	`jnl`	CORE: Lossless Compression for Retrieval-Augmented LLMs via Reinforcement Learning. CoRR Ziqiang Cui, Yunpeng Weng, Xing Tang, Peiyang Liu, Shiwei Li, Bowei He, Jiamin Chen, Xiuqiang He, Chen Ma
2025	—	`conf`	EmoSync: Multi-Stage Reasoning with Multimodal Large Language Models for Fine-Grained Emotion Recognition. MRAC@MM Jintao Tong, Shiwei Li, Zijian Zhuang, Jinghan Hu, Yixiong Zou
2025	J	`jnl`	FedBiF: Communication-Efficient Federated Learning via Bits Freezing. CoRR Shiwei Li, Qunwei Li, Haozhao Wang, Ruixuan Li, Jianbin Lin, Wenliang Zhong
2025	J	`jnl`	FedBiF: Communication-Efficient Federated Learning via Bits Freezing. IEEE Trans. Parallel Distributed Syst. Shiwei Li, Qunwei Li, Haozhao Wang, Ruixuan Li, Jianbin Lin, Wenliang Zhong
2025	—	`conf`	Retrieval Augmented Cross-Domain LifeLong Behavior Modeling for Enhancing Click-through Rate Prediction. KDD (2) Xing Tang, Chaohua Yang, Yuwen Fu, Dongyang Ao, Shiwei Li, Fuyuan Lyu, Dugang Liu, Xiuqiang He
2025	J	`jnl`	Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation. CoRR Ziqiang Cui, Yunpeng Weng, Xing Tang, Xiaokun Zhang, Dugang Liu, Shiwei Li, Peiyang Liu, Bowei He, Weihong Luo, Xiuqiang He, Chen Ma
2025	A*	`conf`	The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning. ICML Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li
2025	J	`jnl`	The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning. CoRR Shiwei Li, Xiandi Luo, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li
2024	J	`jnl`	Embedding Compression in Recommender Systems: A Survey. CoRR Shiwei Li, Huifeng Guo, Xing Tang, Ruiming Tang, Lu Hou, Ruixuan Li, Rui Zhang
2024	J	`jnl`	Embedding Compression in Recommender Systems: A Survey. ACM Comput. Surv. Shiwei Li, Huifeng Guo, Xing Tang, Ruiming Tang, Lu Hou, Ruixuan Li, Rui Zhang
2024	A*	`conf`	FedBAT: Communication-Efficient Federated Learning via Learnable Binarization. ICML Shiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang, Yining Qi, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li
2024	J	`jnl`	FedBAT: Communication-Efficient Federated Learning via Learnable Binarization. CoRR Shiwei Li, Wenchao Xu, Haozhao Wang, Xing Tang, Yining Qi, Shijie Xu, Weihong Luo, Yuhua Li, Xiuqiang He, Ruixuan Li
2024	J	`jnl`	Masked Random Noise for Communication Efficient Federaetd Learning. CoRR Shiwei Li, Yingyi Cheng, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Dugang Liu, Xiuqiang He, Ruixuan Li
2024	A*	`conf`	Masked Random Noise for Communication-Efficient Federated Learning. ACM Multimedia Shiwei Li, Yingyi Cheng, Haozhao Wang, Xing Tang, Shijie Xu, Weihong Luo, Yuhua Li, Dugang Liu, Xiuqiang He, Ruixuan Li
2024	J	`jnl`	Mixed-Precision Embeddings for Large-Scale Recommendation Models. CoRR Shiwei Li, Zhuoqi Hu, Fuyuan Lyu, Xing Tang, Haozhao Wang, Shijie Xu, Weihong Luo, Yuhua Li, Xue Liu, Xiuqiang He, Ruixuan Li
2023	A*	`conf`	Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction. AAAI Shiwei Li, Huifeng Guo, Lu Hou, Wei Zhang, Xing Tang, Ruiming Tang, Rui Zhang, Ruixuan Li
2022	J	`jnl`	Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction. CoRR Shiwei Li, Huifeng Guo, Lu Hou, Wei Zhang, Xing Tang, Ruiming Tang, Rui Zhang, Ruixuan Li