Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification. - Xiaofen Lu; Ke Tang 001; Xin Yao 001 (HAIS (1), 2010)

Classification-assisted Differential Evolution for computationally expensive problems. - Xiaofen Lu; Ke Tang 001; Xin Yao 001 (IEEE Congress on Evolutionary Computation, 2011)

Classification- and Regression-Assisted Differential Evolution for Computationally Expensive Problems. - Xiaofen Lu; Ke Tang 001 (J. Comput. Sci. Technol., 2012)

Novel IMC-PID controller design and parameter tuning with improving control performance for the SOPTD processes. - Leijun Xiang; Yinyin Dai; Xiaofen Lu (ICCA, 2013)

The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution. - Xiaofen Lu; Stefan Menzel; Ke Tang 001; Xin Yao 001 (SEAL, 2014)

A review of concurrent optimisation methods. - Xiaofen Lu; Ke Tang 001; Bernhard Sendhoff; Xin Yao 001 (Int. J. Bio Inspired Comput., 2014)

A new self-adaptation scheme for differential evolution. - Xiaofen Lu; Ke Tang 001; Bernhard Sendhoff; Xin Yao 001 (Neurocomputing, 2014)

Improving Estimation of Distribution Algorithm on Multimodal Problems by Detecting Promising Areas. - Peng Yang 008; Ke Tang 001; Xiaofen Lu (IEEE Trans. Cybern., 2015)

Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation. - Xiaofen Lu; Ke Tang 001; Xin Yao 001 (PPSN, 2016)

Optimization based Layer-wise Magnitude-based Pruning for DNN Compression. - Guiying Li; Chao Qian 001; Chunhui Jiang; Xiaofen Lu; Ke Tang 001 (IJCAI, 2018)

Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective. - Xiaofen Lu; Stefan Menzel; Ke Tang 001; Xin Yao 001 (IEEE Trans. Evol. Comput., 2018)

Multi-species evolutionary algorithms for complex optimisation problems. - Xiaofen Lu (2018)

Competitive Co-evolution for Dynamic Constrained Optimisation. - Xiaofen Lu; Ke Tang 001; Stefan Menzel; Xin Yao 001 (CoRR, 2019)

Evolutionary optimization with hierarchical surrogates. - Xiaofen Lu; Tao Sun 005; Ke Tang 001 (Swarm Evol. Comput., 2019)

A Competitive Co-evolutionary optimization Method for the Dynamic Vehicle Routing Problem. - Xiaofen Lu; Ke Tang 001; Stefan Menzel; Xin Yao 001 (SSCI, 2020)

Binary Relation Learning and Classifying for Preselection in Evolutionary Algorithms. - Hao Hao; Jinyuan Zhang; Xiaofen Lu; Aimin Zhou (IEEE Trans. Evol. Comput., 2020)

The Performance Effect of Model Accuracy on Classification-Assisted Evolutionary Algorithms. - Chang Cao; Xiaofen Lu; Yachen Li; Junda Zhu 004; Ke Tang 001 (CEC, 2021)

Cooperative Coevolution-based Design Space Exploration for Multi-mode Dataflow Mapping. - Bo Yuan 006; Xiaofen Lu; Ke Tang 001; Xin Yao 001 (ACM Trans. Embed. Comput. Syst., 2021)

CCFR3: A cooperative co-evolution with efficient resource allocation for large-scale global optimization. - Ming Yang 003; Aimin Zhou; Xiaofen Lu; Zhihua Cai; Changhe Li; Jing Guan (Expert Syst. Appl., 2022)

Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search. - Xiaofen Lu; Ke Tang 001; Stefan Menzel; Xin Yao 001 (IEEE Trans. Evol. Comput., 2022)

An Adaptive Knowledge Transfer Strategy for Evolutionary Dynamic Multi-objective Optimization. - Donghui Zhao; Xiaofen Lu; Ke Tang 001 (BIC-TA (1), 2023)

Negatively Correlated Search for Constrained Optimization. - Yuan Li; Xiaofen Lu; Xin Yao (CEC, 2023)

A Framework based on Deep Neural Network for Ranking-oriented Software Defect Prediction. - Jiapeng Dai; Xiaoxing Yang; Bingding Huang; Xiaofen Lu (QRS, 2023)

SSDC: A Scalable Sparse Differential Checkpoint for Large-scale Deep Recommendation Models. - Lingrui Xiang; Xiaofen Lu; Rui Zhang; Zheng Hu 002 (ISCAS, 2024)