Ye Wu
7 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (10)
🚀
Conference Pioneer
⚡
Prolific Year
(5)
Conferences
MICCAI (3)
AAAI (1)
ACL (1)
ICML (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
privacy-preserving machine learning
(1)
model compression
(1)
differential privacy
(1)
data anonymization
(1)
parameter-efficient fine-tuning
(1)
privacy leakage
(1)
language model fine-tuning
(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)
model obfuscation
(1)
Papers
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework
IJCAI 2025
ObfusLM: Privacy-preserving Language Model Service against Embedding Inversion Attacks
ACL 2025
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection
MICCAI 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
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