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Xuan Shen
Xuan Shen
10
papers
283
total citations
papers (10)
Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?
NEURIPS 2021
arXiv
69
citations
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
AAAI 2024
arXiv
53
citations
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network
CVPR 2023
arXiv
40
citations
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers
AAAI 2025
arXiv
38
citations
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
arXiv
31
citations
Numerical Pruning for Efficient Autoregressive Models
AAAI 2025
arXiv
23
citations
Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment
AAAI 2025
arXiv
14
citations
Sparse Learning for State Space Models on Mobile
ICLR 2025
8
citations
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge
CVPR 2025
arXiv
7
citations
SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning
ECCV 2022
0
citations