Xiaoyu Cao
6 papers · 2020–2022 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Application Areas
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Robotics
(1)
Security & Privacy
(1)
Applications · Reinforcement Learning
(1)
Applications · Robotics
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
certified robustness
(4)
adversarial robustness
(3)
adversarial perturbation
(2)
data poisoning
(2)
top-k prediction
(2)
randomized smoothing
(2)
ensemble learning
(2)
bilevel optimization
(1)
backdoor attack
(1)
byzantine robustness
(1)
byzantine resilience
(1)
machine learning classifier
(1)
malicious client
(1)
neural network simulator
(1)
autonomous greenhouse
(1)
closed-loop optimization
(1)
federated learning
(1)
autonomous greenhouse control
(1)
deep reinforcement learning
(1)
model security
(1)
Papers
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations
ICLR 2022
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks
AAAI 2022
iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control
AAAI 2022
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
AAAI 2021
Provably Secure Federated Learning against Malicious Clients
AAAI 2021
Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing
ICLR 2020