Guangyu Shen
18 papers · 2021–2026 · 10 conferences · across top CS/AI conferences
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(5)
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(71)
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Conferences
CVPR (5)
NIPS (3)
ICML (2)
WACV (2)
AAAI (1)
ACL (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICLR (1)
Top co-authors
Research topics
Keywords
backdoor attack
(8)
adversarial learning
(4)
trigger inversion
(4)
backdoor detection
(4)
neural network
(3)
model security
(3)
adversarial attack
(3)
neural network security
(2)
trojan detection
(2)
large language model
(2)
adversarial defense
(2)
diffusion model
(2)
ai-generated text detection
(2)
distribution shift
(1)
text classification
(1)
model safety
(1)
deepfake detection
(1)
natural language processing
(1)
multimodal learning
(1)
adversarial perturbation
(1)
Papers
Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening
WACV 2026
AuthGuard: Generalizable Deepfake Detection via Language Guidance
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
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning
CVPR 2024
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
NIPS 2024
Elijah: Eliminating Backdoors Injected in Diffusion Models via Distribution Shift
AAAI 2024
UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening
ECCV 2024
Detecting Backdoors in Pre-Trained Encoders
CVPR 2023
ParaFuzz: An Interpretability-Driven Technique for Detecting Poisoned Samples in NLP
NIPS 2023
MEDIC: Remove Model Backdoors via Importance Driven Cloning
CVPR 2023
FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning
ICLR 2023
Django: Detecting Trojans in Object Detection Models via Gaussian Focus Calibration
NIPS 2023
Constrained Optimization with Dynamic Bound-scaling for Effective NLP Backdoor Defense
ICML 2022
Complex Backdoor Detection by Symmetric Feature Differencing
CVPR 2022
Better Trigger Inversion Optimization in Backdoor Scanning
CVPR 2022
Backdoor Scanning for Deep Neural Networks through K-Arm Optimization
ICML 2021