Guangyu Shen
18 papers · 2021–2026 · 10 venues · across top CS/AI venues
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Achievements
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(17)
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(2)
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(6)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(73)
Top co-authors
Research topics
Artificial Intelligence
(15)
Core AI
(15)
Machine Learning
(14)
Application Areas
(9)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Learning Types Β· Deep Learning
(3)
Techniques
(3)
Security & Privacy
(2)
Models
(2)
Optimization & Theory
(2)
Privacy
(2)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Keywords
backdoor attack
(9)
adversarial learning
(4)
backdoor detection
(4)
trigger inversion
(4)
model security
(3)
neural network
(3)
adversarial attack
(3)
neural network security
(2)
trojan detection
(2)
adversarial defense
(2)
large language model
(2)
diffusion model
(2)
ai-generated text detection
(2)
distribution shift
(1)
model safety
(1)
natural language processing
(1)
deepfake detection
(1)
multimodal learning
(1)
image classification
(1)
knowledge distillation
(1)
Papers
AuthGuard: Generalizable Deepfake Detection via Language Guidance
WACV 2026
Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening
WACV 2026
JailbreakDiffBench: A Comprehensive Benchmark for Jailbreaking Diffusion Models
ICCV 2025
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis
EMNLP 2025
System Prompt Hijacking via Permutation Triggers in LLM Supply Chains
ACL 2025
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
NeurIPS 2024
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
AAAI 2024
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
CVPR 2024
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
ECCV 2024
Detecting Backdoors in Pre-Trained Encoders
CVPR 2023
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration
NeurIPS 2023
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
ICLR 2023
MEDIC: Remove Model Backdoors via Importance Driven Cloning
CVPR 2023
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP
NeurIPS 2023
Better Trigger Inversion Optimization in Backdoor Scanning
CVPR 2022
Complex Backdoor Detection by Symmetric Feature Differencing
CVPR 2022
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense
ICML 2022
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
ICML 2021