Xinyuan Zhao
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Application Areas
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Clinical
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Optimization & Theory · Deep Learning
(1)
Privacy
(1)
Keywords
federated learning
(1)
stochastic gradient descent
(1)
neural network training
(1)
medical imaging
(1)
knowledge distillation
(1)
neural network optimization
(1)
medical image analysis
(1)
synthetic data generation
(1)
model interpretability
(1)
optimal control
(1)
natural gradient descent
(1)
fisher information matrix
(1)
feature hierarchy
(1)
second-order optimization
(1)
convolutional neural network
(1)
deep neural network
(1)
privacy-utility trade-off
(1)
feature visualization
(1)
right to be forgotten
(1)
hardware acceleration
(1)
Papers
PrivSynth: Alternating and Control-Based Optimization for Privacy and Utility in Synthetic Data
CVPR 2026
A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models
AAAI 2025
Unlearning during Learning: An Efficient Federated Machine Unlearning Method
IJCAI 2024
Global Spectral Filter Memory Network for Video Object Segmentation
ECCV 2022
Learning Quality-Aware Dynamic Memory for Video Object Segmentation
ECCV 2022
THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation
AAAI 2021