Pengpeng Chen
5 papers · 2018–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
adversarial learning
(1)
adversarial robustness
(1)
probabilistic modeling
(1)
data poisoning
(1)
variational inference
(1)
adversarial training
(1)
theoretical analysis
(1)
label noise
(1)
label aggregation
(1)
robust learning
(1)
annotator reliability
(1)
bilevel optimization
(1)
adversarial attack
(1)
black-box attack
(1)
end-to-end learning
(1)
crowdsourced annotation
(1)
noisy label
(1)
adversarial example
(1)
noisy annotation
(1)
robust classifier
(1)
Papers
Misclassification-Aware Robust Learning from Multiple Human Labelers (Student Abstract)
AAAI 2026
Black-Box Data Poisoning Attacks on Crowdsourcing
IJCAI 2023
Adversarial Learning from Crowds
AAAI 2022
Structured Probabilistic End-to-End Learning from Crowds
IJCAI 2020
On the Cost Complexity of Crowdsourcing
IJCAI 2018