Maying Shen
11 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🧬 Topic Evolution
🗃️
Keyword Collector
(67)
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Deep Learning
(7)
Core AI · Artificial Intelligence
(7)
Optimization & Theory · Deep Learning
(6)
Application Areas
(5)
Optimization & Theory · Machine Learning
(4)
Computer Vision
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Types
(1)
Keywords
model compression
(6)
network pruning
(3)
neural network optimization
(3)
structural pruning
(3)
channel pruning
(2)
latency optimization
(2)
knowledge distillation
(1)
model calibration
(1)
neural network compression
(1)
sharpness-aware minimization
(1)
efficient computing
(1)
vector quantization
(1)
model pruning
(1)
mixed integer programming
(1)
vision transformer
(1)
spurious correlation
(1)
data selection
(1)
training efficiency
(1)
vision-language model
(1)
resource allocation
(1)
Papers
Mitigating Multimodal Hallucinations via Gradient-based Self-Reflection
CVPR 2026
Scaling-Aware Data Selection for End-to-End Autonomous Driving Systems
CVPR 2026
Advancing Weight and Channel Sparsification with Enhanced Saliency
WACV 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint
CVPR 2025
PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models
CVPR 2025
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
ICLR 2024
Global Vision Transformer Pruning With Hessian-Aware Saliency
CVPR 2023
Soft Masking for Cost-Constrained Channel Pruning
ECCV 2022
Structural Pruning via Latency-Saliency Knapsack
NeurIPS 2022
When To Prune? A Policy Towards Early Structural Pruning
CVPR 2022
Optimal Quantization Using Scaled Codebook
CVPR 2021