Xiaosen Wang
15 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge Β· Bronze π Keyword Champion (3)
π¬
Deep Specialist
(11)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(61)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(12)
Machine Learning
(11)
Learning Types Β· Machine Learning
(11)
Deep Learning
(10)
Learning Types Β· Deep Learning
(8)
Techniques
(3)
Core Methods
(2)
Models
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
adversarial attack
(9)
adversarial example
(7)
text classification
(4)
gradient-based attack
(3)
synonym substitution
(3)
input transformation
(3)
natural language processing
(2)
diffusion model
(2)
adversarial defense
(2)
image classification
(2)
adversarial transferability
(2)
neural network optimization
(1)
semantic consistency
(1)
gradient descent
(1)
text-to-image generation
(1)
metric learning
(1)
adversarial training
(1)
adversarial augmentation
(1)
vision transformer
(1)
black-box attack
(1)
Papers
GenBreak: Red Teaming Text-to-Image Generation Using Large Language Models
CVPR 2026
IDEATOR: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves
ICCV 2025
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers
ICCV 2025
Boosting Adversarial Transferability by Block Shuffle and Rotation
CVPR 2024
MMA-Diffusion: MultiModal Attack on Diffusion Models
CVPR 2024
Improving the Transferability of Adversarial Samples by Path-Augmented Method
CVPR 2023
Structure Invariant Transformation for better Adversarial Transferability
ICCV 2023
Detecting textual adversarial examples through randomized substitution and vote
UAI 2022
Robust textual embedding against word-level adversarial attacks
UAI 2022
TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack
EMNLP 2022
Triangle Attack: A Query-Efficient Decision-Based Adversarial Attack
ECCV 2022
Admix: Enhancing the Transferability of Adversarial Attacks
ICCV 2021
Adversarial Training with Fast Gradient Projection Method against Synonym Substitution Based Text Attacks
AAAI 2021
Enhancing the Transferability of Adversarial Attacks Through Variance Tuning
CVPR 2021
Natural language adversarial defense through synonym encoding
UAI 2021