影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
53.29/100
前 7%
全站排名 #4,516
发表论文9 篇
平均评分
年均产出3.0 篇/年
Shiwei Li
研究方向
parameter-efficient fine-tuning · large language models · distributed training · efficient communication · model compression · quantization · recommender systems
25
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity
ICLR 2026Poster
一作25
CORE: Lossless Compression for Retrieval-Augmented LLMs via Reinforcement Learning
ICLR 2026Rejected
30
Breaking Static Paradigms: A Mutual Evolution Framework for Edge-Cloud Model Collaboration
ICLR 2026Rejected
5
WingsFL: Speed-up Federated Learning via Co-optimization of Communication Frequency and Gradient Compression Ratio
ICLR 2026Withdrawn
21
Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
NeurIPS 2025Poster
一作11
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
ICML 2025Poster
一作21
SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
NeurIPS 2025Poster
17
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
ICML 2025Poster
一作