Yizhen Wang
6 papers · 2018–2025 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Research topics
Keywords
adversarial attack
(2)
adversarial robustness
(2)
uncertainty quantification
(1)
robust classification
(1)
adversarial training
(1)
nearest neighbor
(1)
program analysis
(1)
nearest neighbor classifier
(1)
nonparametric classification
(1)
k-nearest neighbor
(1)
knowledge graph embedding
(1)
bayes optimal classifier
(1)
deep neural network
(1)
decision tree
(1)
prediction interval
(1)
graph attention network
(1)
adversarial example
(1)
random forest
(1)
split learning
(1)
statistical guarantee
(1)
Papers
Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees
EMNLP 2025
DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning
ACL 2025
Robust Learning against Relational Adversaries
NeurIPS 2022
Adversarial Example Detection Using Latent Neighborhood Graph
ICCV 2021
Robustness for Non-Parametric Classification: A Generic Attack and Defense
AISTATS 2020
Analyzing the Robustness of Nearest Neighbors to Adversarial Examples
ICML 2018