Weijie Zheng
12 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (21)
🤝
Dynamic Duo
(10)
❓
The Questioner
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Mathematics & Optimization
(10)
Optimization
(10)
Machine Learning
(7)
Optimization & Theory · Machine Learning
(6)
Artificial Intelligence
(3)
Deep Learning
(2)
Core AI · Artificial Intelligence
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI · Computer Vision
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
runtime analysis
(8)
evolutionary algorithm
(8)
pareto front
(7)
multi-objective optimization
(7)
estimation of distribution algorithm
(3)
genetic drift
(2)
genetic algorithm
(2)
population size
(2)
metropolis algorithm
(2)
theoretical guarantee
(1)
ensemble attack
(1)
pareto front approximation
(1)
population-based optimization
(1)
white-box attack
(1)
many-objective optimization
(1)
complexity theory
(1)
probability margin
(1)
multimodal optimization
(1)
acceptance strategy
(1)
smart restart
(1)
Papers
Superior Runtime Guarantees for the MOEA/D Multi-Objective Optimizer via Weighted-Sum Decomposition
AAAI 2026
UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark
CVPR 2026
From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms (Journal Track)
AAAI 2025
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy
IJCAI 2025
The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III)
IJCAI 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025
How to Use the Metropolis Algorithm for Multi-Objective Optimization?
AAAI 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization
AAAI 2024
From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms
JMLR 2023
A First Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II)
AAAI 2022
Choosing the Right Algorithm With Hints From Complexity Theory
IJCAI 2021
Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives
AAAI 2021