Ye Wu
7 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Prolific Year · Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(3)
Application Areas
(3)
Natural Language Processing
(2)
Security & Privacy
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Applications
(1)
Core AI
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Privacy
(1)
Keywords
model obfuscation
(2)
model compression
(1)
differential privacy
(1)
data anonymization
(1)
parameter-efficient fine-tuning
(1)
privacy leakage
(1)
language model fine-tuning
(1)
trusted execution environment
(1)
confidential computing
(1)
privacy-preserving inference
(1)
split learning
(1)
inference attack
(1)
large language model
(1)
machine learning as a service
(1)
secure inference
(1)
embedding inversion attack
(1)
verifiable privacy
(1)
dnn models
(1)
mutual covering
(1)
on-device protection
(1)
Papers
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection
MICCAI 2025
ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks
ACL 2025
Path Signature Features Revealed SSRI-Induced White Matter Morphological Reorganization in Depressions
MICCAI 2025
Portcullis: A Scalable and Verifiable Privacy Gateway for Third-Party LLM Inference
AAAI 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
IJCAI 2025
GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs
ICML 2024
TextPolyp: Point-supervised Polyp Segmentation with Text Cues
MICCAI 2024