Xiaoyu Cao
6 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
ICLR (2)
Top co-authors
Research topics
Keywords
data poisoning
(2)
ensemble learning
(2)
adversarial robustness
(2)
certified robustness
(2)
majority vote
(1)
optimal control
(1)
nearest neighbor
(1)
backdoor attack
(1)
byzantine robustness
(1)
bi-level optimization
(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
Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks
AAAI 2022
iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control
AAAI 2022
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations
ICLR 2022
Provably Secure Federated Learning against Malicious Clients
AAAI 2021
Intrinsic Certified Robustness of Bagging against Data Poisoning Attacks
AAAI 2021
Certified Robustness for Top-k Predictions against Adversarial Perturbations via Randomized Smoothing
ICLR 2020