Song Bian
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (13)
π±
Topic Pioneer
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI Β· Artificial Intelligence
(3)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Foundations
(1)
Learning Types
(1)
Optimization
(1)
Keywords
secure inference
(2)
homomorphic encryption
(2)
inference latency
(2)
privacy-preserving machine learning
(2)
scaling law
(1)
polynomial time algorithm
(1)
frequency domain
(1)
missing data
(1)
naive bayes classifier
(1)
certifiable robustness
(1)
neural network
(1)
data poisoning attack
(1)
downstream evaluation
(1)
garbled circuit
(1)
encrypted domain
(1)
np-complete
(1)
chinchilla scaling laws
(1)
morph-1b model
(1)
model architecture
(1)
parameter optimization
(1)
Papers
Scaling Inference-Efficient Language Models
ICML 2025
Naive Bayes Classifiers over Missing Data: Decision and Poisoning
ICML 2024
AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference
NeurIPS 2020
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition
CVPR 2020