Ke Li

210 papers A* 15A 8B 24C 12Misc 3Journal 120Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dual-stage dual-population evolutionary algorithm using new adaptive environmental selection method for complex constrained multi-objective optimization.
Appl. Soft Comput.
Kaixi Deng, Lei Yang, Haiqin Yao, Dongbin Zheng, Kangshun Li, Ke Li
2026 J jnl
Adaptive population classification based multi-strategy evolutionary algorithm for dynamic constrained multi-objective optimization.
Expert Syst. Appl.
Xueqing Wang, Biao Luo, Zhanglu Hou, Juan Zou, Jinhua Zheng, Ke Li
2026 A* conf
Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs.
AAAI
Shasha Zhou, Mingyu Huang, Jack Cole, Charles Britton, Ming Yin, Jan Wolber, Ke Li
2026 A* conf
Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning.
AAAI
Tianmeng Hu, Yongzheng Cui, Rui Tang, Biao Luo, Ke Li
2026 J jnl
Efficient Decoder Scaling Strategy for Neural Routing Solvers.
CoRR
Qing Luo, Fu Luo, Ke Li, Zhenkun Wang
2026 A* conf
LAMDA: Two-Phase HPO via Learning Prior from Low-Fidelity Data.
AAAI
Fan Li, Shengbo Wang, Ke Li
2026 A* conf
Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback.
AAAI
Shengbo Wang, Hong Sun, Ke Li
2026 J jnl
RIDER: 3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion.
CoRR
Tianmeng Hu, Yongzheng Cui, Biao Luo, Ke Li
2025 J jnl
Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs.
CoRR
Shasha Zhou, Mingyu Huang, Jack Cole, Charles Britton, Ming Yin, Jan Wolber, Ke Li
2025 J jnl
Beyond Monotonicity: Revisiting Factorization Principles in Multi-Agent Q-Learning.
CoRR
Tianmeng Hu, Yongzheng Cui, Rui Tang, Biao Luo, Ke Li
2025 A* conf
Bridging Sequence-Structure Alignment in RNA Foundation Models.
AAAI
Heng Yang, Renzhi Chen, Ke Li
2025 J jnl
DaNuoYi: Evolutionary Multitask Injection Testing on Web Application Firewalls.
IEEE Trans. Software Eng.
Ke Li, Heng Yang, Willem Visser
2025 — conf
Decomposition Multi-Objective Optimization: What We Know from the Literature, and What We are not Clear from a Data Science Perspective.
GECCO Companion
Ke Li, Qingfu Zhang
2025 J jnl
Destroy and Repair Using Hyper Graphs for Routing.
CoRR
Ke Li, Fei Liu, Zhengkun Wang, Qingfu Zhang
2025 A* conf
Destroy and Repair Using Hyper-Graphs for Routing.
AAAI
Ke Li, Fei Liu, Zhenkun Wang, Qingfu Zhang
2025 J jnl
Evolutionary Alternating Direction Method of Multipliers for Constrained Multiobjective Optimization With Unknown Constraints.
IEEE Trans. Evol. Comput.
Shuang Li, Ke Li, Wei Li, Ming Yang
2025 J jnl
Evolutionary Art Attack for Black-Box Adversarial Example Generation.
IEEE Trans. Evol. Comput.
Phoenix Neale Williams, Ke Li, Geyong Min
2025 A* conf
Faster Configuration Performance Bug Testing with Neural Dual-Level Prioritization.
ICSE
Youpeng Ma, Tao Chen, Ke Li
2025 A conf
FlowJD: Your Imagination Can Help You Jailbreak in Visual Language Models.
ICME
Xiaotian Zou, Yongkang Chen, Qianqian Han, Ke Li
2025 J jnl
MBL-CPDP: A Multi-Objective Bilevel Method for Cross-Project Defect Prediction.
IEEE Trans. Software Eng.
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Jiancheng Qian, Ke Li
2025 J jnl
Multiscale Feature Fusion Transformer With Hybrid Attention for Insulator Defect Detection.
IEEE Trans. Instrum. Meas.
Jiangjiao Xu, Haiyu Liao, Ke Li, Changjun Jiang, Dongdong Li
2025 J jnl
Mutual Knowledge Distillation-Based Personalized Federated Learning for Smart Edge Computing.
IEEE Trans. Consumer Electron.
Siwei Zheng, Jia Hu, Geyong Min, Ke Li
2025 J jnl
OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking.
CoRR
Heng Yang, Jack Cole, Yuan Li, Renzhi Chen, Geyong Min, Ke Li
2025 — conf
On the Hyperparameter Loss Landscapes of Machine Learning Models: An Exploratory Study.
KDD (1)
Mingyu Huang, Ke Li
2025 J jnl
Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization.
CoRR
Shengbo Wang, Ke Li, Zheng Yan, Zhenyuan Guo, Song Zhu, Guanghui Wen, Shiping Wen
2025 J jnl
Optimal Parameter Adaptation for Safety-Critical Control via Safe Barrier Bayesian Optimization.
IEEE Trans. Control. Syst. Technol.
Shengbo Wang, Ke Li, Zheng Yan, Zhenyuan Guo, Song Zhu, Guanghui Wen, Shiping Wen
2025 J jnl
Preference is More Than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback.
CoRR
Shengbo Wang, Hong Sun, Ke Li
2025 J jnl
Rethinking Performance Analysis for Configurable Software Systems: A Case Study from a Fitness Landscape Perspective.
Proc. ACM Softw. Eng.
Mingyu Huang, Peili Mao, Ke Li
2025 J jnl
Routing-Led Evolutionary Algorithm for Large-Scale Multi-Objective VNF Placement Problems.
CoRR
Peili Mao, Joseph Billingsley, Wang Miao, Geyong Min, Ke Li
2024 J jnl
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments.
IEEE Trans. Evol. Comput.
Ke Li, Renzhi Chen, Xin Yao
2024 J jnl
A Knee Point Driven Evolutionary Algorithm for Multiobjective Bilevel Optimization.
IEEE Trans. Cybern.
Jiaxin Chen, Jinliang Ding, Ke Li, Kay Chen Tan, Tianyou Chai
2024 J jnl
A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint.
IEEE Trans. Evol. Comput.
Juan Zou, Ruiqing Sun, Yuan Liu, Yaru Hu, Shengxiang Yang, Jinhua Zheng, Ke Li
2024 J jnl
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II - A Data Science Perspective.
CoRR
Mingyu Huang, Ke Li
2024 J jnl
A many-objective evolutionary algorithm based on interaction force and hybrid optimization mechanism.
Swarm Evol. Comput.
Lei Yang, Jiale Cao, Kangshun Li, Yuanye Zhang, Rui Xu, Ke Li
2024 J jnl
An Automated Few-Shot Learning for Time-Series Forecasting in Smart Grid Under Data Scarcity.
IEEE Trans. Artif. Intell.
Jiangjiao Xu, Ke Li, Dongdong Li
2024 J jnl
An interpretable RNA foundation model for exploring functional RNA motifs in plants.
Nat. Mac. Intell.
Haopeng Yu, Heng Yang, Wenqing Sun, Zongyun Yan, Xiaofei Yang, Huakun Zhang, Yiliang Ding, Ke Li
2024 A* conf
Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence.
AAAI
Shengbo Wang, Ke Li
2024 A* conf
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits.
NeurIPS
Tian Huang, Shengbo Wang, Ke Li
2024 J jnl
Evolutionary Bilevel Optimization via Multiobjective Transformation-Based Lower-Level Search.
IEEE Trans. Evol. Comput.
Lei Chen, Hai-Lin Liu, Ke Li, Kay Chen Tan
2024 J jnl
Evolutionary Multi-objective Optimization for Contextual Adversarial Example Generation.
Proc. ACM Softw. Eng.
Shasha Zhou, Mingyu Huang, Yanan Sun, Ke Li
2024 J jnl
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models.
CoRR
Chengzhe Feng, Yanan Sun, Ke Li, Pan Zhou, Jiancheng Lv, Aojun Lu
2024 J jnl
MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning.
CoRR
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Jiancheng Qian, Ke Li
2024 — conf
MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction.
EMNLP (Findings)
Heng Yang, Ke Li
2024 — conf
Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation.
EACL (Findings)
Heng Yang, Ke Li
2024 J jnl
Multi-Fidelity Methods for Optimization: A Survey.
CoRR
Ke Li, Fan Li
2024 J jnl
Multioutput Framework for Time-Series Forecasting in Smart Grid Meets Data Scarcity.
IEEE Trans. Ind. Informatics
Jiangjiao Xu, Ke Li, Dongdong Li
2024 J jnl
OmniGenBench: Automating Large-scale in-silico Benchmarking for Genomic Foundation Models.
CoRR
Heng Yang, Jack Cole, Ke Li
2024 J jnl
OmniGenome: Aligning RNA Sequences with Secondary Structures in Genomic Foundation Models.
CoRR
Heng Yang, Ke Li
2024 A conf
OpenTOS: Open-source System for Transfer Learning Bayesian Optimization.
CIKM
Peili Mao, Ke Li
2024 J jnl
Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis.
IEEE Trans. Evol. Comput.
Ryoji Tanabe, Ke Li
2024 J jnl
Solving Expensive Optimization Problems in Dynamic Environments With Meta-Learning.
IEEE Trans. Cybern.
Huan Zhang, Jinliang Ding, Liang Feng, Kay Chen Tan, Ke Li
2024 A* conf
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples.
EMNLP
Heng Yang, Ke Li
2023 B conf
A Surrogate Assisted Evolutionary Strategy for Image Approximation by Density-Ratio Estimation.
CEC
Phoenix Neale Williams, Ke Li, Geyong Min
2023 J jnl
Batched Data-Driven Evolutionary Multiobjective Optimization Based on Manifold Interpolation.
IEEE Trans. Evol. Comput.
Ke Li, Renzhi Chen
2023 A* conf
Black-Box Sparse Adversarial Attack via Multi-Objective Optimisation CVPR Proceedings.
CVPR
Phoenix Neale Williams, Ke Li
2023 — conf
Boosting Text Augmentation via Hybrid Instance Filtering Framework.
ACL (Findings)
Heng Yang, Ke Li
2023 A* conf
CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches.
NeurIPS
Phoenix Neale Williams, Ke Li
2023 J jnl
Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence.
CoRR
Shengbo Wang, Ke Li
2023 C conf
Data-Driven Evolutionary Multi-objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts.
EMO
Renzhi Chen, Ke Li
2023 J jnl
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandit.
CoRR
Tian Huang, Ke Li
2023 J jnl
Efficient Spectral Graph Convolutional Network Deployment on Memristive Crossbars.
IEEE Trans. Emerg. Top. Comput. Intell.
Bo Lyu, Maher Hamdi, Yin Yang, Yuting Cao, Zheng Yan, Ke Li, Shiping Wen, Tingwen Huang
2023 B conf
Empirical Studies of Resampling Strategies in Noisy Evolutionary Multi-Objective Optimization.
SMC
Shasha Zhou, Ke Li
2023 C ed.
Evolutionary Multi-Criterion Optimization - 12th International Conference, EMO 2023, Leiden, The Netherlands, March 20-24, 2023, Proceedings
EMO
Michael Emmerich, André H. Deutz, Hao Wang, Anna V. Kononova, Boris Naujoks, Ke Li, Kaisa Miettinen, Iryna Yevseyeva
2023 A* conf
Exploring Structural Similarity in Fitness Landscapes via Graph Data Mining: A Case Study on Number Partitioning Problems.
IJCAI
Mingyu Huang, Ke Li
2023 — conf
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators.
EMNLP (Findings)
Heng Yang, Ke Li
2023 J jnl
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators.
CoRR
Heng Yang, Ke Li
2023 J jnl
Interactive Evolutionary Multiobjective Optimization via Learning to Rank.
IEEE Trans. Evol. Comput.
Ke Li, Guiyu Lai, Xin Yao
2023 J jnl
MTLP-JR: Multi-task learning-based prediction for joint ranking in neural architecture search.
Comput. Electr. Eng.
Bo Lyu, Longfei Lu, Maher Hamdi, Shiping Wen, Yin Yang, Ke Li
2023 J jnl
Model-Assisted Probabilistic Safe Adaptive Control With Meta-Bayesian Learning.
CoRR
Shengbo Wang, Ke Li, Yin Yang, Yuting Cao, Tingwen Huang, Shiping Wen
2023 B conf
Multioutput Surrogate Assisted Evolutionary Algorithm for Expensive Multi-Modal Optimization Problems.
SMC
Renzhi Chen, Ke Li
2023 J jnl
Neural Architecture Search for Portrait Parsing.
IEEE Trans. Neural Networks Learn. Syst.
Bo Lyu, Yin Yang, Shiping Wen, Tingwen Huang, Ke Li
2023 J jnl
On the Hyperparameter Landscapes of Machine Learning Algorithms.
CoRR
Mingyu Huang, Ke Li
2023 B conf
Preference-Based Multi-Objective Optimization with Gaussian Process.
SMC
Tian Huang, Ke Li
2023 A conf
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis.
CIKM
Heng Yang, Chen Zhang, Ke Li
2023 J jnl
Quality Indicators for Preference-based Evolutionary Multi-objective Optimization Using a Reference Point: A Review and Analysis.
CoRR
Ryoji Tanabe, Ke Li
2023 J jnl
Reactive Perturbation Defocusing for Textual Adversarial Defense.
CoRR
Heng Yang, Ke Li
2023 C conf
Single Application Service Deployment in the Edge Environment Based on the E-CARGO Model.
CSCWD
Senyue Zhang, Ling Xue, Weiliang Huang, Lu Zhao, Ke Li
2023 J jnl
Solving Expensive Optimization Problems in Dynamic Environments with Meta-learning.
CoRR
Huan Zhang, Jinliang Ding, Liang Feng, Kay Chen Tan, Ke Li
2023 C conf
Sparse Adversarial Attack via Bi-objective Optimization.
EMO
Phoenix Neale Williams, Ke Li, Geyong Min
2023 J jnl
Towards the Inferrence of Structural Similarity of Combinatorial Landscapes.
CoRR
Mingyu Huang, Ke Li
2022 J jnl
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments.
CoRR
Ke Li, Renzhi Chen, Xin Yao
2022 — conf
Adversarial example generation via genetic algorithm: a preliminary result.
GECCO Companion
Shasha Zhou, Ke Li, Geyong Min
2022 J jnl
Art-Attack: Black-Box Adversarial Attack via Evolutionary Art.
CoRR
Phoenix Neale Williams, Ke Li
2022 — conf
Attention-Based Genetic Algorithm for Adversarial Attack in Natural Language Processing.
PPSN (1)
Shasha Zhou, Ke Li, Geyong Min
2022 J jnl
Augmentor or Filter? Reconsider the Role of Pre-trained Language Model in Text Classification Augmentation.
CoRR
Heng Yang, Ke Li
2022 J jnl
Automated Few-Shot Time Series Forecasting based on Bi-level Programming.
CoRR
Jiangjiao Xu, Ke Li
2022 — conf
Black-box adversarial attack via overlapped shapes.
GECCO Companion
Phoenix Neale Williams, Ke Li, Geyong Min
2022 J jnl
Data-Driven Evolutionary Multi-Objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts.
CoRR
Renzhi Chen, Ke Li
2022 — conf
Decomposition multi-objective optimisation: current developments and future opportunities.
GECCO Companion
Ke Li, Qingfu Zhang
2022 J jnl
Distributed UAV Swarm Formation and Collision Avoidance Strategies Over Fixed and Switching Topologies.
IEEE Trans. Cybern.
Jia Wu, Chunbo Luo, Yang Luo, Ke Li
2022 — conf
Do We Really Need to Use Constraint Violation in Constrained Evolutionary Multi-objective Optimization?
PPSN (2)
Shuang Li, Ke Li, Wei Li
2022 J jnl
Evolutionary Multi-Task Injection Testing on Web Application Firewalls.
CoRR
Ke Li, Heng Yang, Willem Visser
2022 J jnl
Interactive Evolutionary Multi-Objective Optimization via Learning-to-Rank.
CoRR
Ke Li, Guiyu Lai, Xin Yao
2022 J jnl
LONViZ: Unboxing the black-box of Configurable Software Systems from a Complex Networks Perspective.
CoRR
Ke Li, Peili Mao, Tao Chen
2022 J jnl
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification.
IEEE Trans. Evol. Comput.
Ke Li, Haifeng Nie, Huiru Gao, Xin Yao
2022 J jnl
Preference based multi-objective reinforcement learning for multi-microgrid system optimization problem in smart grid.
Memetic Comput.
Jiangjiao Xu, Ke Li, Mohammad Abusara
2022 J jnl
PyABSA: Open Framework for Aspect-based Sentiment Analysis.
CoRR
Heng Yang, Ke Li
2022 J jnl
Transfer Learning-Based Parallel Evolutionary Algorithm Framework for Bilevel Optimization.
IEEE Trans. Evol. Comput.
Lei Chen, Hai-Lin Liu, Kay Chen Tan, Ke Li
2021 J jnl
A vector angles-based many-objective particle swarm optimization algorithm using archive.
Appl. Soft Comput.
Lei Yang, Xin Hu, Ke Li
2021 B conf
ADMM-based OPF Problem Against Cyber Attacks in Smart Grid.
SMC
Jiangjiao Xu, Ke Li, Mohammad Abusara, Yan Zhang
2021 — conf
An Enhancement of the NSGA-II Reliability Optimization Using Extended Kalman Filter Based Initialization.
UKCI
Savas Yuce, Ke Li
2021 C conf
An Improved Two-Archive Evolutionary Algorithm for Constrained Multi-objective Optimization.
EMO
Xinyu Shan, Ke Li
2021 J jnl
Batched Data-Driven Evolutionary Multi-Objective Optimization Based on Manifold Interpolation.
CoRR
Ke Li, Renzhi Chen
2021 J jnl
Bayesian network based label correlation analysis for multi-label classifier chain.
Inf. Sci.
Ran Wang, Suhe Ye, Ke Li, Sam Kwong
2021 — conf
Decomposition multi-objective optimisation: current developments and future opportunities.
GECCO Companion
Ke Li, Qingfu Zhang
2021 B conf
Empirical Studies on the Role of the Decision Maker in Interactive Evolutionary Multi-Objective Optimization.
CEC
Guiyu Lai, Minhui Liao, Ke Li
2021 — conf
Empirical study of correlations in the fitness landscapes of combinatorial optimization problems.
GECCO Companion
Longfei Zhang, Ke Li, Shi Gu
2021 C ed.
Evolutionary Multi-Criterion Optimization - 11th International Conference, EMO 2021, Shenzhen, China, March 28-31, 2021, Proceedings
EMO
Hisao Ishibuchi, Qingfu Zhang, Ran Cheng, Ke Li, Hui Li, Handing Wang, Aimin Zhou
2021 J jnl
Evolutionary Multi-Objective Virtual Network Function Placement: A Formal Model and Effective Algorithms.
CoRR
Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas
2021 B conf
Knee Point Identification Based on the Geometric Characteristic.
SMC
Renzhi Chen, Ke Li
2021 B conf
Large-Scale Evolutionary Optimization via Multi-Task Random Grouping.
SMC
Phoenix Neale Williams, Ke Li, Geyong Min
2021 J jnl
Multi-Objective Reinforcement Learning based Multi-Microgrid System Optimisation Problem.
CoRR
Jiangjiao Xu, Ke Li, Mohammad Abusara
2021 C conf
Multi-objective Reinforcement Learning Based Multi-microgrid System Optimisation Problem.
EMO
Jiangjiao Xu, Ke Li, Mohammad Abusara
2021 C conf
Parallel Algorithms for the Multiobjective Virtual Network Function Placement Problem.
EMO
Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas
2021 J jnl
TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework.
CoRR
Bo Lyu, Shiping Wen, Zheng Yan, Kaibo Shi, Ke Li, Tingwen Huang
2021 B conf
Transfer Bayesian Optimization for Expensive Black-Box Optimization in Dynamic Environment.
SMC
Renzhi Chen, Ke Li
2021 J jnl
Vertical distance-based clonal selection mechanism for the multiobjective immune algorithm.
Swarm Evol. Comput.
Lingjie Li, Qiuzhen Lin, Ke Li, Zhong Ming
2020 — conf
Adaptive Operator Selection Based on Dynamic Thompson Sampling for MOEA/D.
PPSN (2)
Lei Sun, Ke Li
2020 J jnl
Adaptive Operator Selection Based on Dynamic Thompson Sampling for MOEA/D.
CoRR
Lei Sun, Ke Li
2020 A* conf
BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction.
ASE
Ke Li, Zilin Xiang, Tao Chen, Kay Chen Tan
2020 J jnl
BiLO-CPDP: Bi-Level Programming for Automated Model Discovery in Cross-Project Defect Prediction.
CoRR
Ke Li, Zilin Xiang, Tao Chen, Kay Chen Tan
2020 — conf
Decomposition multi-objective optimisation: current developments and future opportunities.
GECCO Companion
Ke Li, Qingfu Zhang, Saúl Zapotecas Martínez
2020 J jnl
DeepSQLi: Deep Semantic Learning for Testing SQL Injection.
CoRR
Muyang Liu, Ke Li, Tao Chen
2020 A conf
DeepSQLi: deep semantic learning for testing SQL injection.
ISSTA
Muyang Liu, Ke Li, Tao Chen
2020 J jnl
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput.
Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao
2020 J jnl
Evolutionary Many-Objective Optimization Based on Adversarial Decomposition.
IEEE Trans. Cybern.
Mengyuan Wu, Ke Li, Sam Kwong, Qingfu Zhang
2020 J jnl
Knee Point Identification Based on Trade-Off Utility.
CoRR
Ke Li, Haifeng Nie, Huiru Gao, Xin Yao
2020 B conf
Knee Point Identification Based on Voronoi Diagram.
SMC
Haifeng Nie, Huiru Gao, Ke Li
2020 B conf
On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D.
EvoCOP
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
2020 J jnl
On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D.
CoRR
Geoffrey Pruvost, Bilel Derbel, Arnaud Liefooghe, Ke Li, Qingfu Zhang
2020 B conf
Performance Analysis of SDN and NFV enabled Mobile Cloud Computing.
GLOBECOM
Joseph Billingsley, Wang Miao, Ke Li, Geyong Min, Nektarios Georgalas
2020 B conf
Routing-Led Placement of VNFs in Arbitrary Networks.
CEC
Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas
2020 J jnl
Routing-Led Placement of VNFs in Arbitrary Networks.
CoRR
Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas
2020 J jnl
Search-Based Software Engineering for Self-Adaptive Systems: One Survey, Five Disappointments and Six Opportunities.
CoRR
Tao Chen, Miqing Li, Ke Li, Kalyanmoy Deb
2020 B conf
Surrogate Assisted Evolutionary Algorithm Based on Transfer Learning for Dynamic Expensive Multi-Objective Optimisation Problems.
CEC
Xuezhou Fan, Ke Li, Kay Chen Tan
2020 J jnl
Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems.
CoRR
Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
2020 A conf
Surrogate assisted evolutionary algorithm for medium scale multi-objective optimisation problems.
GECCO
Xiaoran Ruan, Ke Li, Bilel Derbel, Arnaud Liefooghe
2020 J jnl
Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study.
CoRR
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan
2020 A* conf
Understanding the automated parameter optimization on transfer learning for cross-project defect prediction: an empirical study.
ICSE
Ke Li, Zilin Xiang, Tao Chen, Shuo Wang, Kay Chen Tan
2019 C conf
A Formal Model for Multi-objective Optimisation of Network Function Virtualisation Placement.
EMO
Joseph Billingsley, Ke Li, Wang Miao, Geyong Min, Nektarios Georgalas
2019 J jnl
A knee-point-based evolutionary algorithm using weighted subpopulation for many-objective optimization.
Swarm Evol. Comput.
Juan Zou, Chunhui Ji, Shengxiang Yang, Yuping Zhang, Jinhua Zheng, Ke Li
2019 J jnl
Bayesian Network Based Label Correlation Analysis For Multi-label Classifier Chain.
CoRR
Ran Wang, Suhe Ye, Ke Li, Sam Kwong
2019 — conf
Decomposition multi-objective optimisation: current developments and future opportunities.
GECCO (Companion)
Ke Li, Qingfu Zhang
2019 J jnl
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points.
CoRR
Ke Li, Minhui Liao, Kalyanmoy Deb, Geyong Min, Xin Yao
2019 J jnl
Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions.
IEEE Trans. Fuzzy Syst.
Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao
2019 J jnl
Learning to Decompose: A Paradigm for Decomposition-Based Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Mengyuan Wu, Ke Li, Sam Kwong, Qingfu Zhang, Jun Zhang
2019 C conf
Progressive Preference Learning: Proof-of-Principle Results in MOEA/D.
EMO
Ke Li
2019 — conf
Security testing of web applications: a search-based approach for detecting SQL injection vulnerabilities.
GECCO (Companion)
Muyang Liu, Ke Li, Tao Chen
2019 J jnl
Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Ke Li, Renzhi Chen, Guangtao Fu, Xin Yao
2019 B conf
Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons.
CEC
Huiru Gao, Haifeng Nie, Ke Li
2019 J jnl
Visualisation of Pareto Front Approximation: A Short Survey and Empirical Comparisons.
CoRR
Huiru Gao, Haifeng Nie, Ke Li
2019 B conf
Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution.
CEC
Ke Li, Zilin Xiang, Kay Chen Tan
2019 J jnl
Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution.
CoRR
Ke Li, Zilin Xiang, Kay Chen Tan
2018 — conf
Decomposition multi-objective optimisation: current developments and future opportunities.
GECCO (Companion)
Ke Li, Qingfu Zhang
2018 J jnl
Dynamic Multiobjectives Optimization With a Changing Number of Objectives.
IEEE Trans. Evol. Comput.
Renzhi Chen, Ke Li, Xin Yao
2018 J jnl
Efficient algorithm for traffic engineering in Cloud-of-Things and edge computing.
Comput. Electr. Eng.
Jian Sun, Siyu Sun, Ke Li, Dan Liao, Arun Kumar Sangaiah, Victor I. Chang
2018 J jnl
Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection.
IEEE Trans. Evol. Comput.
Ran Cheng, Miqing Li, Ke Li, Xin Yao
2018 J jnl
FEMOSAA: Feature-Guided and Knee-Driven Multi-Objective Optimization for Self-Adaptive Software.
ACM Trans. Softw. Eng. Methodol.
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
2018 J jnl
Integration of Preferences in Decomposition Multiobjective Optimization.
IEEE Trans. Cybern.
Ke Li, Renzhi Chen, Geyong Min, Xin Yao
2018 J jnl
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions.
CoRR
Ke Li, Renzhi Chen, Dragan A. Savic, Xin Yao
2018 B conf
Multi-Tenant Cloud Service Composition Using Evolutionary Optimization.
ICPADS
Satish Kumar, Rami Bahsoon, Tao Chen, Ke Li, Rajkumar Buyya
2018 J jnl
R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points.
IEEE Trans. Evol. Comput.
Ke Li, Kalyanmoy Deb, Xin Yao
2017 A conf
Adaptive weights generation for decomposition-based multi-objective optimization using Gaussian process regression.
GECCO
Mengyuan Wu, Sam Kwong, Yuheng Jia, Ke Li, Qingfu Zhang
2017 — conf
Efficient Algorithm for Traffic Engineering in Multi-domain Networks.
SmartCom
Jian Sun, Siyu Sun, Ke Li, Dan Liao, Victor I. Chang
2017 J jnl
Efficient Nondomination Level Update Method for Steady-State Evolutionary Multiobjective Optimization.
IEEE Trans. Cybern.
Ke Li, Kalyanmoy Deb, Qingfu Zhang, Qiang Zhang
2017 C conf
Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results.
EMO
Ke Li, Kalyanmoy Deb, Okkes Tolga Altinöz, Xin Yao
2017 J jnl
Evolutionary Many-Objective Optimization Based on Adversarial Decomposition.
CoRR
Mengyuan Wu, Ke Li, Sam Kwong, Qingfu Zhang
2017 J jnl
Integration of Preferences in Decomposition Multi-Objective Optimization.
CoRR
Ke Li, Kalyanmoy Deb, Xin Yao
2017 J jnl
Matching-Based Selection With Incomplete Lists for Decomposition Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Mengyuan Wu, Ke Li, Sam Kwong, Yu Zhou, Qingfu Zhang
2017 J jnl
Recent advances in semantic computing and personalization.
Neurocomputing
Haoran Xie, Fu Lee Wang, Xudong Mao, Ke Li, Qing Li, Handing Wang
2017 J jnl
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization.
CoRR
Ke Li, Renzhi Chen, Guangtao Fu, Xin Yao
2016 J jnl
Adaptive Two-Level Matching-Based Selection for Decomposition Multi-Objective Optimization.
CoRR
Mengyuan Wu, Ke Li, Sam Kwong, Yu Zhou, Qingfu Zhang
2016 J jnl
Dynamic Multi-Objectives Optimization with a Changing Number of Objectives.
CoRR
Renzhi Chen, Ke Li, Xin Yao
2016 J jnl
FEMOSAA: Feature Guided and Knee Driven Multi-Objective Optimization for Self-Adaptive Software at Runtime.
CoRR
Tao Chen, Ke Li, Rami Bahsoon, Xin Yao
2016 J jnl
Personalized search for social media via dominating verbal context.
Neurocomputing
Haoran Xie, Xiaodong Li, Tao Wang, Li Chen, Ke Li, Fu Lee Wang, Yi Cai, Qing Li, Huaqing Min
2016 — conf
Towards optimal outsourcing of service function chain across multiple clouds.
ICC
Huan Chen, Shizhong Xu, Xiong Wang, Yangming Zhao, Ke Li, Yang Wang, Wei Wang, Lemin Li
2016 A conf
Variable Interaction in Multi-objective Optimization Problems.
PPSN
Ke Li, Mohammad Nabi Omidvar, Kalyanmoy Deb, Xin Yao
2015 J jnl
A dual-population paradigm for evolutionary multiobjective optimization.
Inf. Sci.
Ke Li, Sam Kwong, Kalyanmoy Deb
2015 J jnl
An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition.
IEEE Trans. Evol. Comput.
Ke Li, Kalyanmoy Deb, Qingfu Zhang, Sam Kwong
2015 J jnl
Class-specific soft voting based multiple extreme learning machines ensemble.
Neurocomputing
Jingjing Cao, Sam Kwong, Ran Wang, Xiaodong Li, Ke Li, Xiangfei Kong
2015 Misc conf
Energy and performance management in large data centers: A queuing theory perspective.
ICNC
Dan Liao, Ke Li, Gang Sun, Vishal Anand, Yu Gong, Zhi Tan
2015 B conf
Evolutionary multiobjective optimization with hybrid selection principles.
CEC
Ke Li, Kalyanmoy Deb, Qingfu Zhang
2015 J jnl
Interrelationship-Based Selection for Decomposition Multiobjective Optimization.
IEEE Trans. Cybern.
Ke Li, Sam Kwong, Qingfu Zhang, Kalyanmoy Deb
2015 J jnl
Multi-topology routing based egress selection approach to achieve hybrid intra-AS and inter-AS traffic engineering.
Int. J. Commun. Syst.
Ke Li, Sheng Wang, Shizhong Xu, Xiong Wang, Jin Ren, Haojun Huang, Bo Zhai
2015 J jnl
Network distance prediction for enabling service-oriented applications over large-scale networks.
IEEE Commun. Mag.
Haojun Huang, Hao Yin, Geyong Min, Dapeng Oliver Wu, Yulei Wu, Tao Zuo, Ke Li
2015 B conf
Two-Level Stable Matching-Based Selection in MOEA/D.
SMC
Mengyuan Wu, Sam Kwong, Qingfu Zhang, Ke Li, Ran Wang, Bo Liu
2014 J jnl
A general framework for evolutionary multiobjective optimization via manifold learning.
Neurocomputing
Ke Li, Sam Kwong
2014 Misc conf
AN indicator-based selection multi-objective evolutionary algorithm with preference for multi-class ensemble.
ICMLC
Jingjing Cao, Sam Kwong, Ran Wang, Ke Li
2014 J jnl
Adaptive Operator Selection With Bandits for a Multiobjective Evolutionary Algorithm Based on Decomposition.
IEEE Trans. Evol. Comput.
Ke Li, Álvaro Fialho, Sam Kwong, Qingfu Zhang
2014 C conf
An Energy-Efficient Power Control Approach for IEEE 802.11n Wireless LANs.
CIT
Yuan Li, Ke Li, Wenwen Li, Yan Zhang, Min Sheng, Jianxiang Chu
2014 J jnl
Evaluating the benefit of the core-edge separation on intradomain traffic engineering under uncertain traffic demand.
J. Netw. Comput. Appl.
Ke Li, Sheng Wang, Shizhong Xu, Xiong Wang, Haojun Huang, Jin Ren, Bo Zhai
2014 J jnl
Evolutionary Algorithms With Segment-Based Search for Multiobjective Optimization Problems.
IEEE Trans. Cybern.
Miqing Li, Shengxiang Yang, Ke Li, Xiaohui Liu
2014 — conf
Multiple topologies routing for improving service management in OSPF networks.
GLOBECOM Workshops
Dan Liao, Ke Li, Gang Sun, Vishal Anand, Sheng Wang
2014 J jnl
Stable Matching-Based Selection in Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Ke Li, Qingfu Zhang, Sam Kwong, Miqing Li, Ran Wang
2013 J jnl
Learning paradigm based on jumping genes: A general framework for enhancing exploration in evolutionary multiobjective optimization.
Inf. Sci.
Ke Li, Sam Kwong, Ran Wang, Kit-Sang Tang, Kim-Fung Man
2012 Misc conf
A weighted voting method using minimum square error based on Extreme Learning Machine.
ICMLC
Jingjing Cao, Sam Kwong, Ran Wang, Ke Li
2012 J jnl
Achieving balance between proximity and diversity in multi-objective evolutionary algorithm.
Inf. Sci.
Ke Li, Sam Kwong, Jingjing Cao, Miqing Li, Jinhua Zheng, Ruimin Shen
2012 B conf
Multi-objective differential evolution with self-navigation.
SMC
Ke Li, Sam Kwong, Ran Wang, Jingjing Cao, Imre J. Rudas
2011 B conf
Combining interpretable fuzzy rule-based classifiers via multi-objective hierarchical evolutionary algorithm.
SMC
Jingjing Cao, Hanli Wang, Sam Kwong, Ke Li
2011 B conf
ERMAO: An Enhanced Intradomain Traffic Engineering Approach in LISP-Capable Networks.
GLOBECOM
Ke Li, Sheng Wang, Shizhong Xu, Xiong Wang
2011 J jnl
Edge router selection and traffic engineering in LISP-capable networks.
J. Commun. Networks
Ke Li, Sheng Wang, Xiong Wang
2011 — conf
JGBL paradigm: a novel strategy to enhance the exploration ability of nsga-ii.
GECCO (Companion)
Ke Li, Sam Kwong, Kim-Fung Man
2011 — conf
Multi-Objective Differential Evolution with Adaptive Control of Parameters and Operators.
LION
Ke Li, Álvaro Fialho, Sam Kwong
2010 A conf
A grid-based fitness strategy for evolutionary many-objective optimization.
GECCO
Miqing Li, Jinhua Zheng, Ruimin Shen, Ke Li, Qizhao Yuan
2010 — conf
Enhancing Diversity for Average Ranking Method in Evolutionary Many-Objective Optimization.
PPSN (1)
Miqing Li, Jinhua Zheng, Ke Li, Qizhao Yuan, Ruimin Shen
2009 B conf
A Novel Algorithm for Non-dominated Hypervolume-based Multiobjective Optimization.
SMC
Ke Li, Jinhua Zheng, Miqing Li, Cong Zhou, Hui Lv
2009 — conf
An Improved Differential Evolution for Multi-objective Optimization.
CSIE (4)
Ke Li, Jinhua Zheng, Cong Zhou, Hui Lv
2009 B conf
An Spanning Tree Based Method For Pruning Non-Dominated Solutions in Multi-Objective Optimization Problems.
SMC
Miqing Li, Jinhua Zheng, Ke Li, Jun Wu, Guixia Xiao
2009 — conf
Objective Reduction Based on the Least Square Method for Large-Dimensional Multi-objective Optimization Problem.
ICNC (4)
Cong Zhou, Jinhua Zheng, Ke Li, Hui Lv
2009 — conf
The Convergence Analysis of Genetic Algorithm Based on Space Mating.
ICNC (3)
Hui Lv, Jinhua Zheng, Jun Wu, Cong Zhou, Ke Li