Mingzhu Shen
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(6)
Deep Learning
(5)
Optimization & Theory · Deep Learning
(3)
Techniques
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Architectures
(2)
Core AI · Artificial Intelligence
(2)
Models
(2)
Core AI · Computer Vision
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
model compression
(5)
efficient computing
(3)
neural architecture search
(2)
diffusion transformer
(2)
video generation
(1)
attention mechanism
(1)
knowledge distillation
(1)
text-to-image generation
(1)
deep learning
(1)
neural network optimization
(1)
low-rank adaptation
(1)
memory optimization
(1)
edge computing
(1)
sparse attention
(1)
inference acceleration
(1)
low-bit quantization
(1)
neural network binarization
(1)
microcontroller unit
(1)
quantization-aware training
(1)
binary neural network
(1)
Papers
Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers
AAAI 2026
AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints
AAAI 2025
Cached Multi-Lora Composition for Multi-Concept Image Generation
ICLR 2025
DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers
ICCV 2025
MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing
ICCV 2021
Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search
ICCV 2021
Forward and Backward Information Retention for Accurate Binary Neural Networks
CVPR 2020