Shouwei Ruan
10 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (17) 🤝 Dynamic Duo (10) ❓ The Questioner
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI · Artificial Intelligence
(7)
Machine Learning
(6)
Learning Types · Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(2)
Analysis
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
adversarial attack
(4)
domain generalization
(2)
jailbreak attack
(2)
vision-language model
(2)
neural radiance field
(2)
image classifier
(2)
adversarial training
(1)
model safety
(1)
minimax optimization
(1)
distribution shift
(1)
viewpoint invariance
(1)
multimodal large language model
(1)
retrieval-augmented generation
(1)
mesh reconstruction
(1)
genetic algorithm
(1)
gaussian mixture
(1)
3d computer vision
(1)
safety mechanism
(1)
scenario generation
(1)
driving behavior
(1)
Papers
Any2Critical: Safety-Critical Scenario Generation from Arbitrary Real-World Driving Contexts
AAAI 2026
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations?
ICCV 2025
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
ACL 2025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency
ICCV 2025
When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack
ICCV 2025
DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks
ECCV 2024
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models
ECCV 2024
Towards Transferable Targeted 3D Adversarial Attack in the Physical World
CVPR 2024
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training
ICCV 2023
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints
NeurIPS 2022