Xun Xian
7 papers · 2020–2025 · 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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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
poisoning attack
(3)
backdoor attack
(2)
adversarial robustness
(2)
large language model
(2)
distributed learning
(1)
privacy preservation
(1)
deep learning
(1)
theoretical analysis
(1)
privacy-preserving learning
(1)
false positive rate
(1)
collaborative learning
(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)
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
Understanding Backdoor Attacks through the Adaptability Hypothesis
ICML 2023
Assisted Learning: A Framework for Multi-Organization Learning
NeurIPS 2020