Yuren Zhou
8 papers · 2019–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Learning Types Β· Machine Learning
(3)
Core Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Keywords
multi-objective optimization
(4)
evolutionary algorithm
(4)
runtime analysis
(3)
scoring function
(2)
out-of-distribution detection
(2)
pareto front
(2)
reconstruction error
(1)
pareto optimality
(1)
nonsmooth optimization
(1)
convolutional neural network
(1)
alternating direction method of multiplier
(1)
first-order method
(1)
local optima
(1)
drift analysis
(1)
pareto optimal
(1)
pareto optimization
(1)
decomposition method
(1)
decomposition approach
(1)
evolution strategy
(1)
mutation strength adaptation
(1)
Papers
Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection
AAAI 2024
Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation
IJCAI 2024
Revisit PCA-based Technique for Out-of-Distribution Detection
ICCV 2023
A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization Problems
IJCAI 2021
Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework
AAAI 2020
A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning
IJCAI 2019
Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory
ICML 2019
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem
AAAI 2019