Wen-jie Lu
4 papers · 2020–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
neural network architecture
(1)
vision transformer
(1)
secure computation
(1)
neural architecture search
(1)
communication efficiency
(1)
spectral method
(1)
matrix multiplication
(1)
homomorphic encryption
(1)
multi-party computation
(1)
privacy-preserving inference
(1)
polynomial approximation
(1)
encrypted inference
(1)
private inference
(1)
transformer model
(1)
neural network
(1)
model privacy
(1)
heterogeneous attention
(1)
ciphertext packing
(1)
protocol optimization
(1)
secure two-party computation
(1)
Papers
Nimbus: Secure and Efficient Two-Party Inference for Transformers
NeurIPS 2024
CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
NeurIPS 2023
MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention
ICCV 2023
Falcon: Fast Spectral Inference on Encrypted Data
NeurIPS 2020