Frank Neumann
16 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(10)
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Keyword Champion
(2)
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Conference Pioneer
π
Trend Setter
β
The Questioner
π₯
Unstoppable Β· Bronze
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Keyword Collector
(53)
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Mathematics & Optimization
(13)
Optimization
(13)
Artificial Intelligence
(6)
Core AI Β· Artificial Intelligence
(5)
Computer Science
(4)
Machine Learning
(4)
Optimization & Theory
(4)
Applications
(2)
Foundations
(2)
Computer Vision
(1)
Analysis
(1)
Core AI Β· Computer Vision
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Keywords
greedy algorithm
(5)
submodular optimization
(4)
approximation algorithm
(4)
evolutionary algorithm
(4)
pareto optimization
(3)
multi-objective optimization
(3)
combinatorial optimization
(3)
runtime analysis
(3)
submodular function
(3)
subset selection
(3)
attack graph
(2)
partition matroid
(2)
reinforcement learning
(2)
chance constraint
(2)
stackelberg game
(2)
approximation guarantee
(2)
matroid constraint
(2)
polynomial time
(1)
influence maximization
(1)
computer vision
(1)
Papers
Theoretical Analysis of Evolutionary Algorithms with Quality Diversity for a Classical Path Planning Problem
IJCAI 2025
Limited Query Graph Connectivity Test
AAAI 2024
Diverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint
IJCAI 2023
Rigorous Runtime Analysis of MOEA/D for Solving Multi-Objective Minimum Weight Base Problems
NeurIPS 2023
Scalable Edge Blocking Algorithms for Defending Active Directory Style Attack Graphs
AAAI 2023
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
AAAI 2022
Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random Variables
IJCAI 2022
Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints
IJCAI 2021
Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints
AAAI 2021
Optimization of Chance-Constrained Submodular Functions
AAAI 2020
Evolving Solutions to Community-Structured Satisfiability Formulas
AAAI 2019
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints
AAAI 2019
Pareto Optimization for Subset Selection with Dynamic Cost Constraints
AAAI 2019
Robust fitting in computer vision: easy or hard?
ECCV 2018
Guaranteed Outlier Removal With Mixed Integer Linear Programs
CVPR 2016
On the Runtime of Randomized Local Search and Simple Evolutionary Algorithms for Dynamic Makespan Scheduling
IJCAI 2015