Shengjie Ren
4 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
evolutionary algorithm
(3)
multi-objective optimization
(2)
runtime analysis
(2)
archive-based optimization
(2)
population dynamics
(1)
pareto optimization
(1)
local optimum
(1)
fitness landscape
(1)
multimodal optimization
(1)
running time analysis
(1)
multi-objective evolutionary algorithm
(1)
evolutionary computation
(1)
diversity maintenance
(1)
expected running time
(1)
pareto front
(1)
stochastic population update
(1)
Papers
Not Just for Archiving: Provable Benefits of Reusing the Archive in Evolutionary Multi-objective Optimization
AAAI 2026
A Theoretical Perspective on Why Stochastic Population Update Needs an Archive in Evolutionary Multi-objective Optimization
IJCAI 2025
An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms
IJCAI 2024
Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization
IJCAI 2024