Yingjie Lao
17 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22)
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Keyword Champion
(3)
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Keyword Collector
(67)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Research topics
Machine Learning
(15)
Artificial Intelligence
(12)
Core AI
(12)
Deep Learning
(10)
Learning Types Β· Machine Learning
(9)
Application Areas
(7)
Learning Types Β· Deep Learning
(5)
Security & Privacy
(4)
Architectures
(4)
Optimization & Theory
(4)
Privacy
(4)
Computer Science
(3)
Applications
(3)
Models
(3)
Core Methods
(2)
Keywords
backdoor attack
(8)
adversarial attack
(5)
adversarial learning
(5)
neural network
(4)
model compression
(3)
model watermarking
(3)
model robustness
(3)
intellectual property protection
(3)
intellectual property
(3)
deep learning
(2)
vision transformer
(2)
poisoning attack
(2)
deep neural network
(2)
adversarial robustness
(2)
constrained optimization
(1)
part-of-speech tagging
(1)
admm optimization
(1)
adversarial machine learning
(1)
diffusion model
(1)
self-supervised learning
(1)
Papers
Robust Watermarking on Gradient Boosting Decision Trees
AAAI 2026
SpARK: An Embarrassingly Simple Sparse Watermarking in LLMs with Enhanced Text Quality
EACL 2026
UltraClean: A Simple Framework to Train Robust Neural Networks against Backdoor Attacks
WACV 2026
Advancing Adversarial Robustness in GNeRFs: The IL2-NeRF Attack
CVPR 2025
UIBDiffusion: Universal Imperceptible Backdoor Attack for Diffusion Models
CVPR 2025
Resource Efficient Deep Learning Hardware Watermarks with Signature Alignment
AAAI 2024
Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks
ICLR 2024
Defending Backdoor Attacks on Vision Transformer via Patch Processing
AAAI 2023
Fully Attentional Networks with Self-emerging Token Labeling
ICCV 2023
CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets
AAAI 2022
DeepAuth: A DNN Authentication Framework by Model-Unique and Fragile Signature Embedding
AAAI 2022
DeepHardMark: Towards Watermarking Neural Network Hardware
AAAI 2022
Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class
NeurIPS 2022
Towards Class-Oriented Poisoning Attacks Against Neural Networks
WACV 2022
Backdoor Attack with Imperceptible Input and Latent Modification
NeurIPS 2021
LIRA: Learnable, Imperceptible and Robust Backdoor Attacks
ICCV 2021
Robust Watermarking for Deep Neural Networks via Bi-Level Optimization
ICCV 2021