Xiaowei Zhu
5 papers · 2016–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Privacy
(1)
Keywords
adversarial robustness
(2)
distributed computing
(1)
false positive rate
(1)
machine-generated text detection
(1)
vertical federated learning
(1)
graph partitioning
(1)
conformal prediction
(1)
shared memory
(1)
adversarial attack
(1)
parallel algorithm
(1)
zero-shot learning
(1)
privacy protection
(1)
privacy leakage
(1)
ai-generated text detection
(1)
graph algorithm
(1)
cache management
(1)
load balancing
(1)
graph partition
(1)
distributed graph processing
(1)
model compression
(1)
Papers
Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection
ACL 2026
Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction
ACL 2025
Integer Is Enough: When Vertical Federated Learning Meets Rounding
AAAI 2024
TriCache: A User-Transparent Block Cache Enabling High-Performance Out-of-Core Processing with In-Memory Programs
OSDI 2022
Gemini: A Computation-Centric Distributed Graph Processing System
OSDI 2016