← Authors

Song Bian

4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (5) 🌍 Conference Polyglot (3) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌱 Topic Pioneer

Conferences

ICML (2) CVPR (1) NIPS (1)

Top co-authors

Zhiwei Fan (1) Qian Lou (1) Xiating Ouyang (1) Shivaram Venkataraman (1) Takashi Sato (1) Lei Jiang (1) Yiyu Shi (1) Paraschos Koutris (1) Tianchen Wang (1) Masayuki Hiromoto (1)

Research topics

Privacy (1)

Keywords

privacy-preserving machine learning (2) homomorphic encryption (2) secure inference (2) frequency domain (1) inference latency (1) garbled circuit (1) neural network (1) encrypted domain (1) parameter optimization (1) convolutional neural network (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 NIPS 2020
ENSEI: Efficient Secure Inference via Frequency-Domain Homomorphic Convolution for Privacy-Preserving Visual Recognition CVPR 2020