Weijie Zheng

Orcid: 0000-0002-8483-0161

Affiliations:
  • Harbin Institute of Technology Shenzhen, China
  • Tsinghua University, Beijing, China
  • Southern University of Science and Technology, Shenzhen, China


According to our database1, Weijie Zheng authored at least 30 papers between 2015 and 2024.

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Bibliography

2024
Choosing the right algorithm with hints from complexity theory.
Inf. Comput., January, 2024

How to Use the Metropolis Algorithm for Multi-Objective Optimization?
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Runtime Analysis of the SMS-EMOA for Many-Objective Optimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Mathematical runtime analysis for the non-dominated sorting genetic algorithm II (NSGA-II).
Artif. Intell., December, 2023

Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives.
Evol. Comput., 2023

Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights.
CoRR, 2023

2022
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Three or More Objectives.
CoRR, 2022

From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms.
CoRR, 2022

Choosing the right algorithm with hints from complexity theory: (hot-off-the-press track at GECCO 2022).
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

A first mathematical runtime analysis of the non-dominated sorting genetic algorithm II (NSGA-II): (hot-off-the-press track at GECCO 2022).
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Better approximation guarantees for the NSGA-II by using the current crowding distance.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

A First Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm II (NSGA-II).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property.
IEEE Trans. Evol. Comput., 2021

Theoretical analyses of multi-objective evolutionary algorithms on multi-modal objectives: (hot-off-the-press track at GECCO 2021).
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

When non-elitism meets time-linkage problems.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021).
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Theoretical Analyses of Multi-Objective Evolutionary Algorithms on Multi-Modal Objectives.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Sharp Bounds for Genetic Drift in Estimation of Distribution Algorithms.
IEEE Trans. Evol. Comput., 2020

Working principles of binary differential evolution.
Theor. Comput. Sci., 2020

Efficient AES implementation on Sunway TaihuLight supercomputer: A systematic approach.
J. Parallel Distributed Comput., 2020

From understanding genetic drift to a smart-restart parameter-less compact genetic algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Sharp bounds for genetic drift in estimation of distribution algorithms (Hot-off-the-press track at GECCO 2020).
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2019
Sharp Bounds for Genetic Drift in EDAs.
CoRR, 2019

2018
Optimizing Convolutional Neural Networks on the Sunway TaihuLight Supercomputer.
ACM Trans. Archit. Code Optim., 2018

Working principles of binary differential evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017
SW-AES: Accelerating AES Algorithm on the Sunway TaihuLight.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

swDNN: A Library for Accelerating Deep Learning Applications on Sunway TaihuLight.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium, 2017

2016
Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer.
Proceedings of the International Conference for High Performance Computing, 2016

TADE: Tight Adaptive Differential Evolution.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

2015
Targeted Mutation: A Novel Mutation Strategy for Differential Evolution.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015


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