Siyue Wang
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge π Conference Polyglot (4)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π
Trend Setter
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Conference Pioneer
Conferences
AAAI (2)
IJCAI (2)
CORL (1)
NIPS (1)
Top co-authors
Keywords
neural network optimization
(3)
adversarial robustness
(3)
model compression
(2)
natural gradient descent
(1)
false positive rate
(1)
adversarial attack
(1)
black-box attack
(1)
memory efficiency
(1)
adversarial defense
(1)
zeroth-order optimization
(1)
data efficiency
(1)
edge computing
(1)
sparse training
(1)
neural network fingerprinting
(1)
hardware acceleration
(1)
stochastic method
(1)
binary neural network
(1)
black-box adversarial attack
(1)
model transferability
(1)
model watermarking
(1)
Papers
EscIRL: Evolving Self-Contrastive IRL for Trajectory Prediction in Autonomous Driving
CORL 2024
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
NIPS 2021
Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural Networks
IJCAI 2021
Towards Query-Efficient Black-Box Adversary with Zeroth-Order Natural Gradient Descent
AAAI 2020
Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks
AAAI 2019
Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses
IJCAI 2019