Guowen Xu
15 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Renaissance Researcher (7)
πΊοΈ
Taxonomy Completionist
(23)
π
Grand Slam
ποΈ
Keyword Collector
(62)
π
Century Club
(11)
β‘
Prolific Year
(5)
Conferences
AAAI (6)
ICML (3)
CVPR (2)
ICLR (2)
ECCV (1)
NIPS (1)
Top co-authors
Research topics
Keywords
box-free watermarking
(2)
watermark removal
(2)
adversarial attack
(2)
secure computation
(1)
autonomous driving
(1)
bird's eye view
(1)
autoregressive generation
(1)
secure multi-party computation
(1)
backdoor attack
(1)
tool selection
(1)
black-box attack
(1)
adversarial defense
(1)
autonomous vehicle
(1)
adversarial mechanism
(1)
intellectual property protection
(1)
intellectual property
(1)
genetic algorithm
(1)
image quality
(1)
collaborative perception
(1)
adversarial machine learning
(1)
Papers
MPMA: Preference Manipulation Attack Against Model Context Protocol
AAAI 2026
MartDE: A Privacy-Preserving and Cost-Efficient Evaluation Framework for Data Marketplaces
AAAI 2026
ConfGuard: A Simple and Effective Backdoor Detection for Large Language Models
AAAI 2026
Removing Box-Free Watermarks for Image-to-Image Models via Query-Based Reverse Engineering
AAAI 2026
Omni-Angle Assault: An Invisible and Powerful Physical Adversarial Attack on Face Recognition
ICML 2025
Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning
AAAI 2025
The Ripple Effect: On Unforeseen Complications of Backdoor Attacks
ICML 2025
Decoder Gradient Shield: Provable and High-Fidelity Prevention of Gradient-Based Box-Free Watermark Removal
CVPR 2025
CP-Guard: Malicious Agent Detection and Defense in Collaborative Birdβs Eye View Perception
AAAI 2025
Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only
ICLR 2023
Color Backdoor: A Robust Poisoning Attack in Color Space
CVPR 2023
Extracting Robust Models with Uncertain Examples
ICLR 2023
GuardHFL: Privacy Guardian for Heterogeneous Federated Learning
ICML 2023
Iron: Private Inference on Transformers
NIPS 2022
Improving Adversarial Robustness of 3D Point Cloud Classification Models
ECCV 2022