Xiaoyang Xu
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
❓
The Questioner
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Keywords
data reconstruction attack
(2)
privacy attack
(1)
optimal transport
(1)
chain-of-thought reasoning
(1)
multimodal learning
(1)
privacy preservation
(1)
video understanding
(1)
query efficiency
(1)
feature representation
(1)
discrete optimization
(1)
network flow
(1)
black-box attack
(1)
collaborative inference
(1)
generative adversarial network
(1)
dynamic algorithm
(1)
multimodal large language model
(1)
multimodal fusion
(1)
model inversion attack
(1)
privacy leakage
(1)
split learning
(1)
Papers
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
CVPR 2025
HVGuard: Utilizing Multimodal Large Language Models for Hateful Video Detection
EMNLP 2025
A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem
AAAI 2024
A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning
CVPR 2024
GAN You See Me? Enhanced Data Reconstruction Attacks against Split Inference
NeurIPS 2023
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
NeurIPS 2022