Xiaofen Lu

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Venues

IEEE Trans. Evol. Comput.

CEC

IEEE Trans. Cybern.

ACM Trans. Embed. Comput. Syst.

University of Birmingham, UK (PHD)

Education History

University of Birmingham, UK

PHD

Publications

Lingrui Xiang, Xiaofen Lu, Rui Zhang, Zheng Hu
SSDC: A Scalable Sparse Differential Checkpoint for Large-scale Deep Recommendation Models. ISCAS (2024)
Donghui Zhao, Xiaofen Lu, Ke Tang
An Adaptive Knowledge Transfer Strategy for Evolutionary Dynamic Multi-objective Optimization. BIC-TA (1) (2023)
Yuan Li, Xiaofen Lu, Xin Yao
Negatively Correlated Search for Constrained Optimization. CEC (2023)
Jiapeng Dai, Xiaoxing Yang, Bingding Huang, Xiaofen Lu
A Framework based on Deep Neural Network for Ranking-oriented Software Defect Prediction. QRS (2023)
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search. IEEE Trans. Evol. Comput. 26 (3) (2022)
Ming Yang, Aimin Zhou, Xiaofen Lu, Zhihua Cai, Changhe Li, Jing Guan
CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization. Expert Syst. Appl. 203 (2022)
Bo Yuan, Xiaofen Lu, Ke Tang, Xin Yao
Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping. ACM Trans. Embed. Comput. Syst. 20 (3) (2021)
Chang Cao, Xiaofen Lu, Yachen Li, Junda Zhu, Ke Tang
The Performance Effect of Model Accuracy on Classification-Assisted Evolutionary Algorithms. CEC (2021)
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing Problem. SSCI (2020)
Hao Hao, Jinyuan Zhang, Xiaofen Lu, Aimin Zhou
Binary Relation Learning and Classifying for Preselection in Evolutionary Algorithms. IEEE Trans. Evol. Comput. 24 (6) (2020)
Xiaofen Lu, Tao Sun, Ke Tang
Evolutionary optimization with hierarchical surrogates. Swarm Evol. Comput. 47 (2019)
Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao
Competitive Co-evolution for Dynamic Constrained Optimisation. CoRR (2019)
Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao
Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective. IEEE Trans. Evol. Comput. 22 (2) (2018)
Guiying Li, Chao Qian, Chunhui Jiang, Xiaofen Lu, Ke Tang
Optimization based Layer-wise Magnitude-based Pruning for DNN Compression. IJCAI (2018)
Xiaofen Lu, Ke Tang, Xin Yao
Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation. PPSN (2016)
Peng Yang, Ke Tang, Xiaofen Lu
Improving Estimation of Distribution Algorithm on Multimodal Problems by Detecting Promising Areas. IEEE Trans. Cybern. 45 (8) (2015)
Xiaofen Lu, Ke Tang, Bernhard Sendhoff, Xin Yao
A new self-adaptation scheme for differential evolution. Neurocomputing 146 (2014)
Xiaofen Lu, Stefan Menzel, Ke Tang, Xin Yao
The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution. SEAL (2014)
Xiaofen Lu, Ke Tang, Bernhard Sendhoff, Xin Yao
A review of concurrent optimisation methods. Int. J. Bio Inspired Comput. 6 (1) (2014)
Leijun Xiang, Yinyin Dai, Xiaofen Lu
Novel IMC-PID controller design and parameter tuning with improving control performance for the SOPTD processes. ICCA (2013)
Xiaofen Lu, Ke Tang
Classification- and Regression-Assisted Differential Evolution for Computationally Expensive Problems. J. Comput. Sci. Technol. 27 (5) (2012)
Xiaofen Lu, Ke Tang, Xin Yao
Classification-assisted Differential Evolution for computationally expensive problems. IEEE Congress on Evolutionary Computation (2011)
Xiaofen Lu, Ke Tang, Xin Yao
Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification. HAIS (1) (2010)

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Publication Activity (10 Years)

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Xiaofen Lu