Xun Xian
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
federated learning
(1)
learning theory
(1)
adversarial robustness
(1)
model security
(1)
supervised learning
(1)
distributed learning
(1)
privacy preservation
(1)
deep learning
(1)
privacy-preserving learning
(1)
false positive rate
(1)
collaborative learning
(1)
domain knowledge
(1)
backdoor attack
(1)
adversarial attack
(1)
generative model
(1)
latent representation
(1)
poisoning attack
(1)
feature engineering
(1)
watermark detection
(1)
tabular prediction
(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
RAW: A Robust and Agile Plug-and-Play Watermark Framework for AI-Generated Images with Provable Guarantees
NIPS 2024
Demystifying Poisoning Backdoor Attacks from a Statistical Perspective
ICLR 2024
Understanding Backdoor Attacks through the Adaptability Hypothesis
ICML 2023
A Unified Detection Framework for Inference-Stage Backdoor Defenses
NIPS 2023
Assisted Learning: A Framework for Multi-Organization Learning
NIPS 2020