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[1]Yi Xiang, Han Huang, Sizhe Li, Miqing Li, Chuan Luo, Xiaowei Yang, Automated test suite generation for software product lines based on quality-diversity optimization, ACM Transactions on Software Engineering and Methodology, doi:https://doi.org/10.1145/3628158.

 paper.pdf

  code:https://github.com/gzhuxiangyi/SPLTestingMAP


     [2]Xueming Yan, Han Huang*, Yaochu Jin*, Liang Chen, Zhanning Liang and Zhifeng Hao, Neural Architecture Search via Multi-Hashing Embedding and Graph Tensor Networks for Multilingual Text Classification, IEEE Transactions on Emerging Topics in Computational Intelligence, doi: 10.1109/TETCI.2023.3301774.

       paper.pdf

         code:https://github.com/yanxm01/nice.git


      [3]Han Huang, Yueting Xu*, Yi Xiang and Zhifeng Hao, Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization, IEEE Transactions on Evolutionary Computation, doi: 10.1109/TEVC.2023.3302897.

paper.pdf

code.rar


[4]徐杨,陈晓杰,汤德佑,黄翰*.面向代码搜索的函数功能多重图嵌入, 软件学报:1-15[2023-08-11].DOI:10.13328/j.cnki.jos. 006940.

paper.pdf


[5]向毅,黄翰*,罗川,杨晓伟.基于多样性SAT求解器和新颖性搜索的软件产品线测试, 软件学报:1-23[2023-08-11].DOI:10.13328 /j.cnki.jos.006906.

paper.pdf


[6] Shuling Yang, Han Huang*, Fan Luo, Yang Xu, Zhifeng Hao, Local-diversity Evaluation Assignment Strategy for Decomposition-based Multiobjective Evolutionary Algorithm. IEEE Transactions on Systems, Man, and Cybernetics: Systems, doi: 10.1109/TSMC.2022.3207457

paper.pdf

code.zip


[7] Xiang, Y., Yang, X., Huang, H. et al. Sampling configurations from software product lines via probability-aware diversification and SAT solving. Automated Software Engineering 29, 54 (2022). doi: https://doi.org/10.1007/s10515-022-00348-8

paper.pdf

code: https://github.com/YiXiangScut/PaD-SATSolving


[8]Han Huang, Fujian Feng, Shuqiang Huang*, Liang Chen, Zhifeng Hao, Micro-scale Searching Algorithm for Coupling Matrix Optimization of Automated Microwave Filter Tuning,  IEEE Transactions on Cybernetics, doi: 10.1109/TCYB.2022.3166225

paper.pdf

code.zip


[9]Junpeng Su, Han Huang*, Gang Li, Xueqiang Li, Zhifeng Hao, Self-Organizing Neural Scheduler for the Flexible Job Shop Problem With Periodic Maintenance and Mandatory Outsourcing Constraints, IEEE Transactions on Cybernetics, 2022,doi: 10.1109/TCYB.2022.3158334

paper.pdf

models.rar


[10]刘方青,黄翰*,向毅,郝志峰. 基于流形鸽群优化的智能合约重入性漏洞检测方法研究, 中国科学:技术科学, 2021, doi: org/10.1360/SST-2021-0365

paper.pdf

code.zip


[11]H. Huang, S. Yang, X. Li and Z. Hao, An Embedded Hamiltonian Graph-Guided Heuristic Algorithm for Two-Echelon Vehicle Routing Problem, IEEE Transactions on Cybernetics, vol. 52, no. 7, pp. 5695-5707, July 2022.

paper.pdf

Supplemental File.pdf

code.zip


[12]Xiang, Yi, Yang, Xiaowei, Huang, Han*, Wang, Jiahai. Balancing Constraints and Objectives by Considering Problem Types in Constrained Multi-objective Optimization, IEEE Transactions on Cybernetics, 2021, doi: 10.1109/TCYB.2021.3089633

paper.pdf

code:https://github.com/gzhuxiangyi/ToM


[13]F. Liu, H. Huang, J. Su, S. D. Semujju, Z. Yang and Z. Hao, Manifold-Inspired Search-Based Algorithm for Automated Test Case Generation, in IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 2, pp. 1075-1090, 1 April-June 2022.

paper.pdf

code.rar


[14]Yi Xiang, Han Huang*, Miqing Li, Sizhe Li, and Xiaowei Yang*, “Looking For Novelty in Search-based Software Product Line Testing,IEEE Transactions on Software Engineering, 2022,48(7): 2317-2338, DOI: 10.1109/TSE.2021.3057853, URL: https://ieeexplore.ieee.org/document/9350184

paper.pdf

code:https://github.com/gzhuxiangyi/TSE_NS


[15]Mai, G., Hong, Y., Fu, S., Lin, Y., Hao, Z., Huang, H., & Zhu, Y. (2020). Optimization of Lennard-Jones clusters by particle swarm optimization with quasi-physical strategy. Swarm and Evolutionary Computation, 57(May 2019), 100710. https://doi.org/10.1016/j.swevo.2020.100710.

paper.pdf

code.zip


[16]冯夫健,黄翰,吴秋霞*,凌霄,梁椅辉,蔡昭权.基于群体协同优化的高清图像前景遮罩提取算法.中国科学:信息科学, 2020, 50(3): 424-437.

paper.pdf

 code.zip


[17]Liang, Y., Huang, H. & Cai, Z. PSO-ACSC: a large-scale evolutionary algorithm for image matting. Frontiers of Computer Science, 14, 146321 (2020). https://doi.org/10.1007/s11704-019-8441-5.

paper.pdf

code.zip


[18]冯夫健,黄翰*,张宇山,郝志峰.基于等同关系模型的演化算法期望首达时间对比分析[J/OL].计算机学报,2019, 第42卷 第10期:2279-2290.

paper.pdf

code.rar


[19]Yi Xiang, Xiaowei Yang*, Yuren Zhou, Zibin Zheng, Miqing Li and Han Huang, Going deeper with optimal software products selection using many-objective optimization and satisfiability solvers, Empirical Software Engineering, 2020,25(1): 591-626, DOI: https://doi.org/10.1007/s10664-019-09761-2

paper.pdf

code.zip


[20]Han Huang, Junpeng Su*, Yushan Zhang, Zhifeng Hao. An Experimental Method to Estimate Running Time of Evolutionary Algorithms for Continuous Optimization. IEEE Transactions on Evolutionary Computation, 2020, 24(2): 275-289.

paper.pdf

code.rar


[21]Xueming Yan, Han Huang*, Zhifeng Hao and Jiahai Wang. A Graph-based Fuzzy Evolutionary Algorithm for Solving Two-Echelon Vehicle Routing Problems. IEEE Transactions on Evolutionary Computation, 2020, 24(1): 129-141.

paper.pdf

code.zip


[22]Yi Xiang, Xiaowei Yang, Yuren Zhou, Han Huang, Enhancing Decomposition-based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection, IEEE Transactions on Evolutionary Computation,2019,24(2):245-259.

paper.pdf

code.zip


[23]Fangqing Liu, Han Huang*, Zhongming Yang, Zhifeng Hao and Jiangping Wang. Search-based  Algorithm  with Scatter Search Strategy for Automated Test Case Generation of NLP Toolkit. IEEE Transactions on  Emerging Topics in Computational Intelligence, 2019,5(3):491-503. 

paper.pdf

code.rar


[24]Yushan Zhang, Han Huang*, Hongyue Wu, Zhifeng Hao. Theoretical analysis of the convergence  property  of a basic pigeon-inspired optimizer in a continuous search space.SCIENCE CHINA Information  Sciences, 2019, 62(7): 1-9.

paper.pdf


[25]Gang Li, Zhifeng Hao, Han Huang*, Hang Wei. Xue Ming Yan: A maximum algebraic connectivity increment edge-based strategy for capacity enhancement in scale-free networks. Physics Letters A, vol. 383, no. 17, pp. 2046-2050, Jun.2019. 

manuscript .pdf


[26] Yi Xiang, Yuren Zhou, Xiaowei Yang and Han Huang, A Many-objective Evolutionary Algorithm With Pareto-adaptive  Reference Points, IEEE Transactions on Evolutionary Computation, 2020, 21(1): 99-113.

paper.pdf

paper_supplement.pdf

Code.zip


[27]Han Huang, Yihui Liang*, Xiaowei Yang, Zhifeng Hao. Pixel-level Discrete Multiobjective Sampling for Image Matting, IEEE Transactions on Image Processing, 2019,27(8):3739-3751.

paper.pdf

Code.zip


[28]Yihui Liang, Han Huang*, Zhifeng Hao, Zhaoquan Cai. Multiobjective Evolutionary Optimization Based on Fuzzy Multicriteria Evaluation and Decomposition for Image Matting, IEEE Transactions on Fuzzy Systems. (2019) 27(5): 1100-1111.

paper.pdf

code.zip


[29]Yihui Liang, Han Huang*, Zhifeng Hao, Kay Chan Tan. Deep Infrared Pedestrian Classification Based on   Automatic Image Matting, Applied Soft Computing (2019): 484-496.

paper.pdf


[30] 张宇山,黄翰*,郝志峰,杨晓伟. 连续型演化算法首达时间分析的平均增益模型. 计算机学报,2019, 42(3): 624-635

paper.pdf


[31]Fan Zhun, Lu Jiewei, Wei Caimin, Huang Han, Cai Xinye and Chen Xinjian.* A hierarchical image matting model for blood vessel segmentation in fundus images. IEEE Transactions on Image Processing, 2018,28(5): 2367-2377.

paper.pdf


[32]Huang H, Liu F, Yang Z, et al. Automated test case generation based on differential evolution with relationship matrix for IFOGSIM toolkit.  IEEE Transactions on Industrial Informatics, 2018, 14(11): 5005-5016. 

paper.pdf

code.rar


[33]李学强, 黄翰*, 郝志峰. 基于邻域差分和协方差信息的单目标进化算法. 软件学报, 2018, 29(9): 2606-2615.[DOI: 10.13328/j.cnki.jos.005397].

paper.pdf

code.zip

data.zip


[34] Han Huang, Shen Fu, ZhaoQuan Cai*, Bin Li, Video abstract system based on spatial-temporal neighborhood trajectory analysis algorithm, Multimedia Tools and Applications, First Online: 12 January 2018, pp1-18.

paper.pdf


[35]Huang H, Lv L, Ye S, et al. Particle swarm optimization with convergence speed controller for large-scale numerical optimization. Soft Computing, 2019, 23(12): 4421-4437.

paper.pdf

code.zip


[36]Yushan Zhang, Han Huang*, Zhiyong Lin, Zhifeng Hao, Guiwu Hu. Running-time analysis of evolutionary programming based on Lebesgue measure of searching space, Neural Computing and Applications, July-2018, Volume 30, Number 2, Page 617-626

paper.pdf


[37]Huang H, Ye S, Fan Z, et al. Evolutionary programming with a simulated-conformist mutation strategy. Soft Computing, 2018, 22(2): 659-676.

paper.pdf

code.rar


[38] Zhao-Quan Cai, Liang Lv*, Han Huang, Yi-Hui Liang. A discrete bio-inspired metaheuristic algorithm for efficient and accurate image matting. Memetic Computing, 2019,11(1): 53-64.

paper.pdf


[39] Wang, Jiahai*, Wenbin Ren, Zizhen Zhang, Han Huang, and Yuren Zhou. A Hybrid Multiobjective Memetic Algorithm for Multiobjective Periodic Vehicle Routing Problem With Time Windows. IEEE Transactions on Systems, Man, and Cybernetics: Systems 99 2018, 50(11): 4732-4745.

 paper.pdf


[40]Cai ZhaoQuan, Lv Liang*, Huang Han, Hu Hui, Liang YiHui. Improving sampling-based image matting with  cooperative coevolution differential evolution algorithm. Soft Computing,2017.8,21(15):4417~4430.

paper.pdf

code.rar


[41]Cai Zhaoquan, Liang Yihui*, Huang Han. Unsupervised segmentation evaluation: an edge-based method.   Multimedia Tools and Applications,2017.4.1,76(8):11097~11110.   (SCIE)

paper.pdf


[42] Han Huang, Hongyue Wu*, Yushan Yu, Zhiyong Lin, Zhifeng Hao. Running time Analysis of Ant System  Algorithms with Upper-bound Comparison. International Journal of Swarm Intelligence Research , 2017, 8(4), 1-17. 

paper.pdf

code.rar


[43] Han Huang,Fangqing Liu*,Zhifeng Hao. Differential Evolution Based on Self-Adaptive Fitness Function for  Automated Test Case  Generation, IEEE Computational Intelligence Magazine,12(2),46-55, May 2017 

paper.pdf

code.rar


[44] Yushan Zhang, Han Huang*, Zhifeng Hao, Guiwu Hu. First hitting time analysis of continuous evolutionary algorithms based on average gain. Cluster Computing. 2016 ,19(3):13231332 

paper.pdf


[45] Xueming Yan, Zhifeng Hao, Han Huang*. Alpha matting with image pixel correlation.  International Journal of   Machine   Learning & Cybernetics ,2018,9(4):621-627

paper.pdf


[46]张宇山,郝志峰,黄翰*,林智勇, 进化算法首达时间分析的停时理论模型, 计算机学报, 2015年,第38卷第8: 1582-1591

paper.pdf


[47] 黄翰*, 徐威迪, 张宇山, 林智勇, 郝志峰, 基于平均增益模型的连续型(1+1)进化算法计算时间复杂性分析,中国科学: 信息科学, 2014, 44卷第6: 811-824

paper.pdf

code.rar


[48] Han Huang*, Weijia Lin, Zhiyong Lin, Zhifeng Hao, Andrew Lim. An evolutionary algorithm based on constraint set partitioning for nurse rostering problems. Neural Computation & Application, 25: 703–715,2014

paper.pdf

code.rar


[49] Han Huang*, Hu Qin, Zhifeng Hao, Andrew Lim. Example-based learning particle swarm optimization for continuous optimization. Original Research Article. Information Sciences, 182 (2012), pp. 125-138

paper.pdf

code.zip


[50] Wu, Yingjun, Huang, Han*, Chen, Feng, Hao, Zhifeng. Local Community Detection Using Link Similarity. Journal of Computer Science and Technology. 27(6): 1261-1268 Nov. 2012. DOI 10.1007/s11390-012-1302-4, 2012

paper.pdf


[51] 黄翰*,林智勇,郝志峰,张宇山,李学强. 基于关系模型的进化算法收敛性分析与对比. 计算机学报34(5), 2011.

paper.pdf

code.rar


[52] Han Huang*, ChunGuo Wu, ZhiFeng Hao. A Pheromone-rate-based Analysis on the Convergence Time of ACO Algorithm. IEEE Transactions on Systems, Man, and Cybernetics- Part B, 2009, 39(4), 910-923

paper.pdf

code.zip