Ke Li

Work

University of Exeter
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Reader in Computer Science

United Kingdom of Great Britain and Northern Ireland

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University of Exeter
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Senior Lecturer in Computer Science

United Kingdom of Great Britain and Northern Ireland

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University of Exeter
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Lecturer in Data Analytics

United Kingdom of Great Britain and Northern Ireland

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University of Birmingham
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Research Fellow

United Kingdom of Great Britain and Northern Ireland

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Michigan State University
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Postdoctoral Research Associate

US

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Education

City University of Hong Kong
Hong Kong

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PhD

Xiangtan University
China

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Master

Xiangtan University
China

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Bachelor

Publications

A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars

Published by

IEEE Transactions on Emerging Topics in Computational Intelligence

Summary

journal-article

Data-Driven Evolutionary Multi-objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts

Published by

The 12th International Conference on Evolutionary Multi-Criterion Optimization

Summary

conference-paper

Neural Architecture Search for Portrait Parsing

Published by

IEEE Transactions on Neural Networks and Learning Systems

Summary

journal-article

Sparse Adversarial Attack via Bi-objective Optimization

Published by

The 12th International Conference on Evolutionary Multi-Criterion Optimization

Summary

conference-paper

Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

MTLP-JR: Multi-task learning-based prediction for joint ranking in neural architecture search

Published by

Computers and Electrical Engineering

Summary

journal-article

A Multi-Population Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multi-Objective Problems with Multi-Constraint

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Evolutionary Bi-level Optimization via Multi-objective Transformation-Based Lower Level Search

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Interactive Evolutionary Multiobjective Optimization via Learning to Rank

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Distributed UAV Swarm Formation and Collision Avoidance Strategies Over Fixed and Switching Topologies

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Posterior Decision Making Based on Decomposition-Driven Knee Point Identification

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Distributed UAV Swarm Formation and Collision Avoidance Strategies Over Fixed and Switching Topologies

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Attention-Based Genetic Algorithm for Adversarial Attack in Natural Language Processing

Published by

International Conference on Parallel Problem Solving from Nature

Summary

conference-paper

Attention-Based Genetic Algorithm for Adversarial Attack in Natural Language Processing

Summary

book-chapter

Do We Really Need to Use Constraint Violation in Constrained Evolutionary Multi-objective Optimization?

Published by

International Conference on Parallel Problem Solving from Nature

Summary

conference-paper

Do We Really Need to Use Constraint Violation in Constrained Evolutionary Multi-objective Optimization?

Summary

book-chapter

An Enhancement of the NSGA-II Reliability Optimization Using Extended Kalman Filter Based Initialization

Summary

book-chapter

Adversarial example generation via genetic algorithm

Published by

Proceedings of the Genetic and Evolutionary Computation Conference Companion

Summary

conference-paper

Preference based multi-objective reinforcement learning for multi-microgrid system optimization problem in smart grid

Published by

Memetic Computing

Summary

journal-article

Multi-objective Reinforcement Learning Based Multi-microgrid System Optimisation Problem

Summary

book-chapter

An Enhancement of the NSGA-II Reliability Optimization Using Extended Kalman Filter Based Initialization

Published by

UK Workshop on Computational Intelligence

Summary

conference-paper

An Improved Two-Archive Evolutionary Algorithm for Constrained Multi-objective Optimization

Summary

book-chapter

Evolutionary Many-Objective Optimization Based on Adversarial Decomposition

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Adaptive Operator Selection Based on Dynamic Thompson Sampling for MOEA/D

Summary

book-chapter

Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons

Published by

2019 IEEE Congress on Evolutionary Computation (CEC)

Summary

conference-paper

Security testing of web applications

Published by

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19

Summary

conference-paper

A knee-point-based evolutionary algorithm using weighted subpopulation for many-objective optimization

Published by

Swarm and Evolutionary Computation

Summary

journal-article

Decomposition multi-objective optimisation: current developments and future opportunities

Published by

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19

Summary

conference-paper

Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution

Published by

2019 IEEE Congress on Evolutionary Computation (CEC)

Summary

conference-paper

Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons

Published by

2019 IEEE Congress on Evolutionary Computation (CEC)

Summary

conference-paper

Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons

Published by

2019 IEEE Congress on Evolutionary Computation (CEC)

Summary

conference-paper

Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions

Published by

IEEE Transactions on Fuzzy Systems

Summary

journal-article

Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

A Formal Model for Multi-objective Optimisation of Network Function Virtualisation Placement

Published by

International Conference on Evolutionary Multi-Criterion Optimization

Summary

book-chapter

Progressive Preference Learning: Proof-of-Principle Results in MOEA/D

Published by

International Conference on Evolutionary Multi-Criterion Optimization

Summary

conference-paper

Progressive Preference Learning: Proof-of-Principle Results in MOEA/D

Summary

book-chapter

R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Evolutionary many-objective optimization based on adversarial decomposition

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Integration of Preferences in Decomposition Multiobjective Optimization

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Dynamic Multiobjectives Optimization With a Changing Number of Objectives

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software

Published by

ACM Transactions on Software Engineering and Methodology

Summary

journal-article

Multi-Tenant Cloud Service Composition Using Evolutionary Optimization

Published by

2018 IEEE 24th International Conference on Parallel and Distributed Systems (ICPADS)

Summary

conference-paper

R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multi-Objective Optimization Using Reference Points

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization

Published by

IEEE Transactions on Cybernetics

Summary

journal-article

Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization

Published by

IEEE Transactions on Evolutionary Computation

Summary

journal-article

Personalized search for social media via dominating verbal context

Published by

Neurocomputing

Summary

journal-article

Variable Interaction in Multi-objective Optimization Problems

Published by

Parallel Problem Solving from Nature - PPSN XIV - 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings

Summary

conference-paper

An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition

Published by

IEEE Trans. Evolutionary Computation

Summary

journal-article

A dual-population paradigm for evolutionary multiobjective optimization

Published by

Inf. Sci.

Summary

journal-article

An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition

Published by

IEEE Trans. Evolutionary Computation

Summary

journal-article

Class-specific soft voting based multiple extreme learning machines ensemble

Published by

Neurocomputing

Summary

journal-article

Evolutionary multiobjective optimization with hybrid selection principles

Published by

IEEE Congress on Evolutionary Computation, CEC 2015, Sendai, Japan, May 25-28, 2015

Summary

conference-paper

Interrelationship-Based Selection for Decomposition Multiobjective Optimization

Published by

IEEE Trans. Cybernetics

Summary

journal-article

Two-Level Stable Matching-Based Selection in MOEA/D

Published by

2015 IEEE International Conference on Systems, Man, and Cybernetics, Kowloon Tong, Hong Kong, October 9-12, 2015

Summary

conference-paper

AN indicator-based selection multi-objective evolutionary algorithm with preference for multi-class ensemble

Published by

2014 International Conference on Machine Learning and Cybernetics, Lanzhou, China, July 13-16, 2014

Summary

conference-paper

Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition

Published by

IEEE Trans. Evolutionary Computation

Summary

journal-article

Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems

Published by

IEEE Trans. Cybernetics

Summary

journal-article

Stable Matching-Based Selection in Evolutionary Multiobjective Optimization

Published by

IEEE Trans. Evolutionary Computation

Summary

journal-article

Learning paradigm based on jumping genes: A general framework for enhancing exploration in evolutionary multiobjective optimization

Published by

Inf. Sci.

Summary

journal-article

Achieving balance between proximity and diversity in multi-objective evolutionary algorithm

Published by

Inf. Sci.

Summary

journal-article

Combining interpretable fuzzy rule-based classifiers via multi-objective hierarchical evolutionary algorithm

Published by

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011

Summary

conference-paper

JGBL paradigm: a novel strategy to enhance the exploration ability of nsga-ii

Published by

13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011

Summary

conference-paper

Multi-Objective Differential Evolution with Adaptive Control of Parameters and Operators

Published by

Learning and Intelligent Optimization - 5th International Conference, LION 5, Rome, Italy, January 17-21, 2011. Selected Papers

Summary

conference-paper