Guanghui Zhu
5 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Techniques
(1)
Keywords
representation learning
(1)
adversarial robustness
(1)
anomaly detection
(1)
feature embedding
(1)
neural architecture search
(1)
adversarial training
(1)
message passing
(1)
early stopping
(1)
adversarial attack
(1)
differentiable optimization
(1)
skip connection
(1)
automated feature engineering
(1)
differentiable search
(1)
hybrid attention
(1)
architecture optimization
(1)
adaptive attention
(1)
large language model
(1)
graph neural network
(1)
perturbation generation
(1)
performance collapse
(1)
Papers
RZ-NAS: Enhancing LLM-guided Neural Architecture Search via Reflective Zero-Cost Strategy
ICML 2025
Boosting Graph Anomaly Detection with Adaptive Message Passing
ICLR 2024
Operation-Level Early Stopping for Robustifying Differentiable NAS
NeurIPS 2023
A2: Efficient Automated Attacker for Boosting Adversarial Training
NeurIPS 2022
DIFER: Differentiable Automated Feature Engineering
AutoML 2022