Ganghua Wang
7 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
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Triple Crown
Venues
Top co-authors
Research topics
Keywords
poisoning attack
(3)
large language model
(2)
backdoor attack
(2)
adversarial robustness
(2)
deep learning
(1)
theoretical analysis
(1)
false positive rate
(1)
domain knowledge
(1)
adversarial attack
(1)
generative model
(1)
latent representation
(1)
feature engineering
(1)
watermark detection
(1)
retrieval-augmented generation
(1)
tabular prediction
(1)
kernel-based learning
(1)
backdoor detection
(1)
personally identifiable information
(1)
kernel methods
(1)
neural network
(1)
Papers
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
EMNLP 2025
On the Vulnerability of Applying Retrieval-Augmented Generation within Knowledge-Intensive Application Domains
ICML 2025
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
ICLR 2024
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
NeurIPS 2024
A Unified Detection Framework for Inference-Stage Backdoor Defenses
NeurIPS 2023
Pruning Deep Neural Networks from a Sparsity Perspective
ICLR 2023
Understanding Backdoor Attacks through the Adaptability Hypothesis
ICML 2023