Shaoyi Huang
4 papers · 2022–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ACL (1)
ICCV (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
model compression
(2)
knowledge distillation
(1)
neural network optimization
(1)
efficient computing
(1)
model pruning
(1)
language model
(1)
attention head
(1)
overfitting reduction
(1)
homomorphic encryption
(1)
graph convolutional network
(1)
polynomial approximation
(1)
transformer-based language model
(1)
encrypted inference
(1)
private inference
(1)
head pruning
(1)
peer distillation
(1)
progressive knowledge distillation
(1)
pretrain-and-finetune paradigm
(1)
privacy-preserving machine learning
(1)
multiplication depth
(1)
Papers
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
NIPS 2023
AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
ICCV 2023
Towards Lossless Head Pruning through Automatic Peer Distillation for Language Models
IJCAI 2023
Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm
ACL 2022