Yuhao Zhu
11 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
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Renaissance Researcher
(6)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Research topics
Machine Learning
(10)
Deep Learning
(9)
Application Areas
(8)
Artificial Intelligence
(7)
Core AI
(7)
Computer Vision
(4)
Architectures
(4)
Optimization & Theory Β· Deep Learning
(4)
Optimization & Theory Β· Machine Learning
(3)
Processing
(3)
Techniques
(3)
Computer Science
(2)
Applications
(2)
Learning Types
(2)
Mathematics & Optimization
(1)
Keywords
model compression
(4)
constrained optimization
(3)
neural network compression
(3)
adversarial defense
(2)
adversarial attack
(2)
deep neural network
(2)
face recognition
(2)
energy constraint
(2)
self-supervised learning
(1)
network pruning
(1)
video enhancement
(1)
video super-resolution
(1)
deepfake detection
(1)
efficient inference
(1)
privacy preservation
(1)
image denoising
(1)
adversarial learning
(1)
feature representation
(1)
question answering
(1)
neural network optimization
(1)
Papers
Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint)
AAAI 2026
Dynamic Sparse Training of Diagonally Sparse Networks
ICML 2025
PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation
WACV 2025
Fast and Accurate: Video Enhancement Using Sparse Depth
WACV 2023
Block-Skim: Efficient Question Answering for Transformer
AAAI 2022
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation
ICLR 2022
One Shot Face Swapping on Megapixels
CVPR 2021
Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-Based Approach
CVPR 2020
Adversarial Defense Through Network Profiling Based Path Extraction
CVPR 2019
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model
CVPR 2019
Energy-Constrained Compression for Deep Neural Networks via Weighted Sparse Projection and Layer Input Masking
ICLR 2019