Husheng Han
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(13)
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
privacy-preserving machine learning
(1)
neural network compression
(1)
image classification
(1)
adversarial robustness
(1)
offline reinforcement learning
(1)
policy optimization
(1)
model-based reinforcement learning
(1)
boolean function
(1)
uncertainty estimation
(1)
dynamics model
(1)
risc-v processor
(1)
homomorphic encryption
(1)
certified defense
(1)
electronic design automation
(1)
circuit synthesis
(1)
cpu design
(1)
input-output example
(1)
graph convolutional neural network
(1)
adversarial patch
(1)
conservative exploration
(1)
Papers
FicGCN: Unveiling the Homomorphic Encryption Efficiency from Irregular Graph Convolutional Networks
ICML 2025
Automated CPU Design by Learning from Input-Output Examples
IJCAI 2024
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning
AAAI 2024
ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers
NeurIPS 2021