Xue Lin

papers

304

total citations

papers (12)

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

NEURIPS 2021arXiv

114

citations

Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search

ICCV 2021arXiv

citations

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

CVPR 2021arXiv

citations

Adversarial T-shirt! Evading Person Detectors in A Physical World

ECCV 2020arXiv

citations

Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond

NEURIPS 2020arXiv

citations

Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

AAAI 2025arXiv

citations

RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions

ICCV 2021arXiv

citations

Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification

NEURIPS 2021

citations

Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge

CVPR 2023

citations

Xue Lin

papers (12)

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Adversarial T-shirt! Evading Person Detectors in A Physical World

Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond

Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions

Location-Free Human Pose Estimation

Sparse Learning for State Space Models on Mobile

Taming Diffusion for Dataset Distillation with High Representativeness

Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification

Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge

papers (12)

MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge

Achieving On-Mobile Real-Time Super-Resolution With Neural Architecture and Pruning Search

NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration

Adversarial T-shirt! Evading Person Detectors in A Physical World

Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond

Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

RMSMP: A Novel Deep Neural Network Quantization Framework With Row-Wise Mixed Schemes and Multiple Precisions

Location-Free Human Pose Estimation

Sparse Learning for State Space Models on Mobile

Taming Diffusion for Dataset Distillation with High Representativeness

Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Robustness Verification

Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge