Lin Xu Home Page, University of South Australia

Research

Research focus

Electrical and Electronic Engineering
Applied Mathematics
Artificial Intelligence and Image Processing
Civil Engineering
Cognitive Sciences

Research

Outputs

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID

Open access indicates that an output is open access.

Chapters

Year	Output
2024	Chen, YZ, Wang, RB, Shi, HJ, Hu, RB & Xu, L 2024, 'Probability vector enhanced tumbleweed optimization algorithm', in JS Pan et al. (eds), Genetic and Evolutionary ComputingProceedings of the Fifteenth International Conference on Genetic and Evolutionary Computing, Springer, Singapore, ch. 13, pp. 118-127.
2024	Shi, HJ, Guo, F, Chen, YZ, Xu, L & Wang, RB 2024, 'Improving BFGO with apical dominance-guided gradient descent for enhanced optimization', in JS Pan et al. (eds), Genetic and Evolutionary ComputingProceedings of the Fifteenth International Conference on Genetic and Evolutionary Computing, Springer, Singapore, ch. 15, pp. 128-137.
2023	Geng, F-D, Wang, R-B, Hu, R-B & Xu, L 2023, 'A novel strategy for improvements in binary swarm optimization algorithms', in S Weng, C-S Shieh & GA Tsihrintzis (eds), Advances in Intelligent Information Hiding and Multimedia Signal Processing : Proceeding of the 18th IIH-MSP 2022 Kitakyushu, Japan, Volume 1, Springer Nature Singapore Pte Ltd., Gateway East, Singapore :, ch. 23, pp. 233-241.
2023	Su, J-B, Wang, R-B, Geng, F-D, Wei, Q & Xu, L 2023, 'A parallel Gannet Optimization Algorithm with communication strategies (PGOA)', in K Kondo, MF Horng, JS Pan & P Hu(eds), Advances in Intelligent Information Hiding and Multimedia Signal Processing : proceeding of the 18th IIH-MSP 2022 Kitakyushu, Japan, Volume 2, Springer Nature Singapore, Gateway East, Singapore, ch. 7, pp. 71-80. 1
2022	Tian, AQ, Liang, AH, Chu, SC, Xu, L & Pan, JS 2022, 'A method for extracting solar cell parameters based on phasmatodea population evolution algorithm', in Shu-Chuan Chu et al. (eds), Advances in Intelligent Information Hiding and Multimedia Signal Processing, Springer, Singapore, ch. 23, pp. 225-235.
2021	Wang, RB, Yan, DK & Xu, L 2021, 'A brief survey on recent advances of object detection with deep learning', in JS Pan et al. (eds.), Advances in Intelligent Information Hiding and Multimedia Signal Processing, Springer, Singapore, pp. 348-356. 1

Journal Articles

Year	Output
2024	Wang, RB, Geng, FD & Xu, L 2024, 'Parallel binary tumbleweed algorithm and its application for intrusion detection systems', Journal of Network Intelligence, vol. 9, no. 1, pp. 599-612. Open access
2024	Wang, RB, Hu, RB, Geng, FD & Xu, L 2024, 'Improved DV-Hop based on parallel compact Willow Catkin Optimization algorithm for 3D nodes localization in WSN', Wireless Networks: The Journal of Mobile Communication, Computation and Information, vol. 30, no. 4, pp. 2017-2039. 4
2024	Zhang, Y, Lai, YK, Nie, L, Zhang, FL & Xu, L 2024, 'RecStitchNet: Learning to stitch images with rectangular boundaries', Computational Visual Media, vol. 10, pp. 687-703. Open access
2023	Wang, R-B, Wang, W-F, Geng, F-D, Pan, J-S, Chu, S-C & Xu, L 2023, 'UAV path planning in mountain areas based on a hybrid parallel compact arithmetic optimization algorithm', Neural Computing and Applications, online, pp. 1-16. Open access 2
2022	Wang, RB, Wang, WF, Xu, L, Pan, JS & Chu, SC 2022, 'Improved DV-Hop based on parallel and compact whale optimization algorithm for localization in wireless sensor networks', Wireless Networks: The Journal of Mobile Communication, Computation and Information, vol. 28, no. 8, pp. 3411-3428. Open access 16 15
2021	Wang, RB, An, ZW, Wang, WF, Yin, S & Xu, L 2021, 'A multi-stage data augmentation approach for imbalanced samples in image recognition', Journal of Network Intelligence, vol. 6, no. 1, pp. 94-106. Open access 4
2021	Wang, RB, Wang, WF, Xu, L, Pan, JS & Chu, SC 2021, 'An adaptive parallel arithmetic optimization algorithm for robot path planning', Journal of Advanced Transportation, vol. 2021, article no. 3606895. Open access 34 19

Conferences

Year	Output
2023	Xu, L, Fitriyah, H, Styan, C & Lee, I 2023, 'Efficient-YOLOv8: multi-scale convnet for underwater object detection', 8th International Conference on Sustainable Information Engineering and Technology, SIET 2023, ACM - Association for Computing Machinery Inc, pp. 119-128.
2021	Termritthikun, C, Xu, L, Liu, Y & Lee, I 2021, 'Neural architecture search and multi-objective evolutionary algorithms for anomaly detection', in Bing Xue, Mykola Pechenizkiy, and Yun Sing Koh (eds), 2021 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021, IEEE, pp. 1001-1008. Open access 3 1

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Beijing Jiaotong University	CHINA
Cardiff University	UNITED KINGDOM
Communication University of Zhejiang	CHINA
Dalian University of Technology	CHINA
Flinders University	AUSTRALIA
Fujian Normal University	CHINA
Naresuan University	THAILAND
North China University of Technology	CHINA
Shandong University of Science and Technology	CHINA
University of South Australia	AUSTRALIA
Victoria University of Wellington	NEW ZEALAND

Dr Lin Xu

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Research

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