Shangce Gao

2025

A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction

Cheng, J., Zhang, T., Zhang, S., Ren, H., Yu, G., Zhang, X., Gao, S. & Ma, L., 2025, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 9, 2, p. 1130-1142 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

A Deep-Layered Water Flow Optimizer for Global Continuous Optimization Problems and Parameter Estimation of Solar Photovoltaic Models

Tang, Z., Wang, K., Zhu, M., Yao, Y., Zhuang, L., Chen, H., Li, J., Yan, L. & Gao, S., 2025, In: IEEE Access. 13, p. 39840-39869 30 p.

Research output: Contribution to journal › Article › peer-review

Open Access

An enhanced LSHADE with generalized Pareto distribution selection for escaping local optima

Xu, Z., Yu, J., Zhang, B., Yang, L., Liu, Y. & Gao, S., 2025/03, In: Journal of Supercomputing. 81, 4, 551.

Research output: Contribution to journal › Article › peer-review

An Improved Whale Optimization Algorithm with Adaptive Fitness-Distance Balance

Hou, C., Lei, Z., Zhang, B., Yuan, Z., Wang, R. L. & Gao, S., 2025/02, In: IEEJ Transactions on Electrical and Electronic Engineering. 20, 2, p. 232-243 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

A Unified Software-Defined Autonomous Vehicle Network and Urban Congestion Prediction Method

Yang, L., Cheng, J., Zhao, Y., Ni, Z., Mao, Q. & Gao, S., 2025, (Accepted/In press) In: IEEE Transactions on Network Science and Engineering.

Research output: Contribution to journal › Article › peer-review

Complex-Valued Convolutional Gated Recurrent Neural Network for Ultrasound Beamforming

Zhang, Z., Lei, Z., Zhou, M., Hasegawa, H. & Gao, S., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 3, p. 5668-5679 12 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

DFNet: A Differential Feature-Incorporated Residual Network for Image Recognition

Cai, P., Zhang, Y., He, H., Lei, Z. & Gao, S., 2025/03, In: Journal of Bionic Engineering. 22, 2, p. 931-944 14 p., 102599.

Research output: Contribution to journal › Article › peer-review

Dilated dendritic learning of global–local feature representation for medical image segmentation

Liu, Z., Song, Y., Yi, J., Zhang, Z., Omura, M., Lei, Z. & Gao, S., 2025/03/10, In: Expert Systems with Applications. 264, 125874.

Research output: Contribution to journal › Article › peer-review

Open Access

Dmixnet: a dendritic multi-layered perceptron architecture for image recognition

Xu, W., Song, Y., Gupta, S., Jia, D., Tang, J., Lei, Z. & Gao, S., 2025/05, In: Artificial Intelligence Review. 58, 5, 129.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

FD-GRNet: A Dendritic-Driven GRU Framework for Advanced Stock Market Prediction

Liu, T., Li, J., Zhang, Z., Yu, H. & Gao, S., 2025, In: IEEE Access. 13, p. 28265-28279 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Fitness and Collaborative Information-Driven Differential Evolution Algorithm for Bound-Constrained and Real-World Application Problems

Gupta, S., Singh, S. & Gao, S., 2025, (Accepted/In press) In: Arabian Journal for Science and Engineering. 100455.

Research output: Contribution to journal › Article › peer-review

Hierarchical Chaotic Wingsuit Flying Search Algorithm with Balanced Exploitation and Exploration for Optimization

Liu, S., Wang, K., Yang, H., Zheng, T., Lei, Z., Jia, M. & Gao, S., 2025/02, In: IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E108.A, 2, p. 83-93 11 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Improved spherical search algorithm with memory-based dynamic population for optimization

Liu, S., Tao, S., Wang, K., Lei, Z. & Gao, S., 2025/04, In: Journal of Supercomputing. 81, 5, 726.

Research output: Contribution to journal › Article › peer-review

Learning-assisted Search Path Reconstruction Empowers Evolution Algorithm for Optimization

Song, Y., Wang, K., Zhan, Z. H., Lei, Z. & Gao, S., 2025, (Accepted/In press) In: IEEE Transactions on Evolutionary Computation.

Research output: Contribution to journal › Article › peer-review

LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture

Feng, Y., Lv, Z., Chen, H., Gao, S., An, F. & Sun, Y., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 3, p. 5629-5643 15 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Memetic Gravitational Search Algorithm with Hierarchical Population Structure

Dong, S., Li, H., Yang, Y., Yu, J., Lei, Z. & Gao, S., 2025/02, In: IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences. E108.A, 2, p. 94-103 10 p.

Research output: Contribution to journal › Article › peer-review

Multi-Granularity Autoformer for long-term deterministic and probabilistic power load forecasting

Yang, Y., Gao, Y., Zhou, H., Wu, J., Gao, S. & Wang, Y. G., 2025/08, In: Neural Networks. 188, 107493.

Research output: Contribution to journal › Article › peer-review

Open Access

Parameter Adaptive Manta Ray Foraging Optimization for Global Continuous Optimization Problems and Parameter Estimation of Solar Photovoltaic Models

Tang, Z., Wang, K., Yao, Y., Zhu, M., Zhuang, L., Chen, H., Li, J., Yan, L. & Gao, S., 2025/12, In: International Journal of Computational Intelligence Systems. 18, 1, 29.

Research output: Contribution to journal › Article › peer-review

Open Access

PoseDucer: Implicit relation inducement for invisible keypoint reconstruction in real-world occluded scenes

Feng, J., Zhang, R., Wang, Y., Gao, S. & Guo, L., 2025/08/01, In: Neurocomputing. 640, 130328.

Research output: Contribution to journal › Article › peer-review

Privacy-Preserving Autonomous Vehicle Group Formation in a Collusive Attack Scenario

Xiang, Z., Cheng, J. J., Liu, C., Mao, Q., Yuan, G. & Gao, S., 2025, (Accepted/In press) In: IEEE Internet of Things Journal.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

Robust auxiliary modality is beneficial for video-based cloth-changing person re-identification

Chen, Y., Tuo, T., Guo, L., Zhang, R., Wang, Y. & Gao, S., 2025/02, In: Image and Vision Computing. 154, 105400.

Research output: Contribution to journal › Review article › peer-review

1 Scopus citations

Short-Term Load Forecasting Based on Graph Convolution and Dendritic Deep Learning

Zhang, C., Yu, Y., Zhang, T., Song, K., Wang, Y. & Gao, S., 2025, (Accepted/In press) In: IEEE Transactions on Network Science and Engineering.

Research output: Contribution to journal › Article › peer-review

Superpixel semantics representation and pre-training for vision–language tasks

Zhang, S., Chen, Y., Sun, Y., Wang, F., Yang, J., Bai, L. & Gao, S., 2025/01/28, In: Neurocomputing. 615, 128895.

Research output: Contribution to journal › Article › peer-review

2024

Addressing the Stability-Plasticity Dilemma in Continual Learning through Dynamic Training Strategies

Sui, Q., Fu, Q., Todo, Y., Tang, J. & Gao, S., 2024, ICNSC 2024 - 21st International Conference on Networking, Sensing and Control: Artificial Intelligence for the Next Industrial Revolution. Institute of Electrical and Electronics Engineers Inc., (ICNSC 2024 - 21st International Conference on Networking, Sensing and Control: Artificial Intelligence for the Next Industrial Revolution).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

A decode-based chaotic adaptive differential evolution for fuzzy job-shop scheduling problem

Tang, J., Gu, W., Lei, Z. & Gao, S., 2024, In: International Journal of Bio-Inspired Computation. 24, 4, p. 212-222 11 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

A Dendritic Architecture-Based Deep Learning for Tumor Detection

Dong, S., Liu, Z., Li, H., Lei, Z. & Gao, S., 2024/06, In: IEEJ Transactions on Electrical and Electronic Engineering. 19, 6, p. 1091-1093 3 p.

Research output: Contribution to journal › Letter › peer-review

2 Scopus citations

Advancements in Q-learning meta-heuristic optimization algorithms: A survey

Yang, Y., Gao, Y., Ding, Z., Wu, J., Zhang, S., Han, F., Qiu, X., Gao, S. & Wang, Y. G., 2024/11/01, In: Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 14, 6, e1548.

Research output: Contribution to journal › Review article › peer-review

8 Scopus citations

A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization

Li, G., Zhang, W., Yue, C., Wang, Y., Tang, J. & Gao, S., 2024/08, In: Information Sciences. 677, 120879.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

A Lightweight Multidendritic Pyramidal Neuron Model With Neural Plasticity on Image Recognition

Zhang, Y., Cai, P., Sun, Y., Zhang, Z., Lei, Z. & Gao, S., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 9, p. 4415-4427 13 p.

Research output: Contribution to journal › Article › peer-review

6 Scopus citations

Alternating-Direction-Method of Multipliers-Based Adaptive Nonnegative Latent Factor Analysis

Zhong, Y., Liu, K., Gao, S. & Luo, X., 2024, In: IEEE Transactions on Emerging Topics in Computational Intelligence. 8, 5, p. 3544-3558 15 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Alternating Excitation-Inhibition Dendritic Computing for Classification

Li, J., Lei, Z., Zhang, Z., Li, H., Todo, Y. & Gao, S., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 11, p. 5431-5441 11 p.

Research output: Contribution to journal › Article › peer-review

3 Scopus citations

A multi-in and multi-out dendritic neuron model and its optimization

Ding, Y., Yu, J., Gu, C., Gao, S. & Zhang, C., 2024/02/28, In: Knowledge-Based Systems. 286, 111442.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Scopus citations

An Adaptive Strategy-incorporated Integer Genetic Algorithm for Wind Farm Layout Optimization

Zheng, T., Li, H., He, H., Lei, Z. & Gao, S., 2024/05, In: Journal of Bionic Engineering. 21, 3, p. 1522-1540 19 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

An Edge Computing-Based Autonomous Vehicle Group Cooperation Model in a Highway Scene

Mao, Q., Cheng, J., Zhou, M. C., Gao, S. & Han, S., 2024, In: IEEE Transactions on Vehicular Technology. 73, 7, p. 9682-9695 14 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

An Information-Based Elite-Guided Evolutionary Algorithm for Multi-Objective Feature Selection

Wang, Z., Gao, S., Lei, Z. & Omura, M., 2024/01/01, In: IEEE/CAA Journal of Automatica Sinica. 11, 1, p. 264-266 3 p.

Research output: Contribution to journal › Letter › peer-review

Open Access

6 Scopus citations

A Nonlinear PID-Incorporated Adaptive Stochastic Gradient Descent Algorithm for Latent Factor Analysis

Li, J., Luo, X., Yuan, Y. & Gao, S., 2024, In: IEEE Transactions on Automation Science and Engineering. 21, 3, p. 3742-3756 15 p.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

A Novel Adaptive LSHADE Algorithm for Wind Farm Layout Optimization with Complex Wake Effect

Yu, J., Zhang, B., Du, Q., Wang, W., Lei, Z. & Gao, S., 2024, Proceedings of the 2024 IEEE International Conference on Progress in Informatics and Computing, PIC 2024. Wang, Y. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 162-165 4 p. (Proceedings of the 2024 IEEE International Conference on Progress in Informatics and Computing, PIC 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A Novel FD3 Framework for Carbon Emissions Prediction

He, H., Liu, T., Li, Q., Yang, J., Wang, R. L. & Gao, S., 2024/06, In: Environmental Modeling and Assessment. 29, 3, p. 455-469 15 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

A Novel MRI Brain Tumor Detection Method Incorporated Residual Dendritic Learning

Liu, Z., Cao, Y., Ju, Z., Fu, Q., Ou, Y. & Gao, S., 2024, 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024. Institute of Electrical and Electronics Engineers Inc., (2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A Seasonal-Trend Decomposition and Single Dendrite Neuron-Based Predicting Model for Greenhouse Time Series

Li, Q., He, H., Xue, C., Liu, T. & Gao, S., 2024/06, In: Environmental Modeling and Assessment. 29, 3, p. 427-440 14 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

A spherical evolution algorithm with two-stage search for global optimization and real-world problems

Wang, Y., Cai, Z., Guo, L., Li, G., Yu, Y. & Gao, S., 2024/04, In: Information Sciences. 665, 120424.

Research output: Contribution to journal › Article › peer-review

7 Scopus citations

A survey on wind power forecasting with machine learning approaches

Yang, Y., Lou, H., Wu, J., Zhang, S. & Gao, S., 2024/07, In: Neural Computing and Applications. 36, 21, p. 12753-12773 21 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

6 Scopus citations

Best-worst individuals driven multiple-layered differential evolution

Sui, Q., Yu, Y., Wang, K., Zhong, L., Lei, Z. & Gao, S., 2024/01, In: Information Sciences. 655, 119889.

Research output: Contribution to journal › Article › peer-review

20 Scopus citations

DDTNet: A Dense Network with Dendritic Learning for Brain Tumor Classification

Ju, Z., Wang, H., Chen, C., Cao, Y., Fu, Q. & Gao, S., 2024, 2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024. Institute of Electrical and Electronics Engineers Inc., (2024 Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, SCIS and ISIS 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Dendritic Deep Learning for Medical Segmentation

Liu, Z., Zhang, Z., Lei, Z., Omura, M., Wang, R. L. & Gao, S., 2024/03/01, In: IEEE/CAA Journal of Automatica Sinica. 11, 3, p. 803-805 3 p.

Research output: Contribution to journal › Letter › peer-review

Open Access

21 Scopus citations

Dendritic Learning and Miss Region Detection-Based Deep Network for Multi-scale Medical Segmentation

Zhong, L., Liu, Z., He, H., Lei, Z. & Gao, S., 2024/07, In: Journal of Bionic Engineering. 21, 4, p. 2073-2085 13 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Dendritic Learning-Based Feature Fusion for Deep Networks

Song, Y., Liu, Z., Zhang, Z., Tang, J., Lei, Z. & Gao, S., 2024/12, In: IEICE Transactions on Information and Systems. E107.D, 12, p. 1554-1557 4 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Dendritic Learning-Incorporated Vision Transformer for Image Recognition

Zhang, Z., Lei, Z., Omura, M., Hasegawa, H. & Gao, S., 2024/02/01, In: IEEE/CAA Journal of Automatica Sinica. 11, 2, p. 539-541 3 p.

Research output: Contribution to journal › Letter › peer-review

Open Access

27 Scopus citations

Dendritic SE-ResNet Learning for Bioinformatic Classification

Ou, Y., Song, Y., Liu, Z., Zhang, Z., Tang, J. & Gao, S., 2024, Bioinformatics Research and Applications - 20th International Symposium, ISBRA 2024, Proceedings. Peng, W., Cai, Z. & Skums, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-150 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14954 LNBI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Differential evolution with ring sub-population architecture for optimization

Li, Z., Wang, K., Xue, C., Li, H., Todo, Y., Lei, Z. & Gao, S., 2024/12/03, In: Knowledge-Based Systems. 305, 112590.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Shangce Gao

Research output

Search results