Yanghao Zhang
5 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Analysis
(1)
Architectures
(1)
Core Methods
(1)
Domain-Specific
(1)
Methods
(1)
Keywords
adversarial perturbation
(2)
adversarial robustness
(2)
reinforcement learning
(1)
adversarial learning
(1)
risk management
(1)
convex optimization
(1)
object detection
(1)
autonomous driving
(1)
adversarial training
(1)
bird's eye view
(1)
feature representation
(1)
perturbation analysis
(1)
worst-case performance
(1)
l2 regularization
(1)
distributional robustness
(1)
adversarial attack
(1)
multi-view perception
(1)
deep convolutional neural network
(1)
semantic robustness
(1)
feature fusion
(1)
Papers
A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection
AAAI 2025
PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search
IJCAI 2024
Reward Certification for Policy Smoothed Reinforcement Learning
AAAI 2024
Towards Fairness-Aware Adversarial Learning
CVPR 2024
Collaboratively Weighting Deep and Classic Representation via l_2 Regularization for Image Classification
ACML 2018