Mengmeng Sheng

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Memetic Algorithm

Data Clustering

Crossover Operator

Learning Mechanism

Top Venues

IEEE Trans. Evol. Comput.

Int. J. Syst. Sci.

Publications

Yuhao Gao, Gensheng Pei, Mengmeng Sheng, Zeren Sun, Tao Chen, Yazhou Yao
Relating CNN-Transformer Fusion Network for Change Detection. CoRR (2024)
Mengmeng Sheng, Zeren Sun, Tao Chen, Shuchao Pang, Yucheng Wang, Yazhou Yao
Foster Adaptivity and Balance in Learning with Noisy Labels. CoRR (2024)
Mengmeng Sheng, Zeren Sun, Zhenhuang Cai, Tao Chen, Yichao Zhou, Yazhou Yao
Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning. AAAI (2024)
Mengmeng Sheng, Weijie Ding, Weiguo Sheng
Differential evolution with adaptive niching and reinitialisation for nonlinear equation systems. Int. J. Syst. Sci. 55 (10) (2024)
Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen
Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection. CoRR (2024)
Huafeng Liu, Mengmeng Sheng, Zeren Sun, Yazhou Yao, Xian-Sheng Hua, Heng Tao Shen
Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection. IEEE Trans. Multim. 26 (2024)
Mengmeng Sheng, Zeren Sun, Zhenhuang Cai, Tao Chen, Yichao Zhou, Yazhou Yao
Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning. CoRR (2023)
Mengmeng Sheng, Zidong Wang, Weibo Liu, Xi Wang, Shengyong Chen, Xiaohui Liu
A swarm optimizer with attention-based particle sampling and learning for large scale optimization. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Mengmeng Sheng, Zidong Wang, Weibo Liu, Xi Wang, Shengyong Chen, Xiaohui Liu
-learning mechanisms for large-scale optimization. Knowl. Based Syst. 242 (2022)
Mengmeng Sheng, Shengyong Chen, Weibo Liu, Jiafa Mao, Xiaohui Liu
A differential evolution with adaptive neighborhood mutation and local search for multi-modal optimization. Neurocomputing 489 (2022)
Xi Wang, Zidong Wang, Mengmeng Sheng, Qi Li, Weiguo Sheng
-means operation based memetic algorithm for data clustering. Neurocomputing 437 (2021)
Wenfan Chen, Mengmeng Sheng, Jiafa Mao, Weiguo Sheng
Investigating Word Meta-Embeddings by Disentangling Common and Individual Information. IEEE Access 8 (2020)
Dafang Zou, Mengmeng Sheng, Hui Yu, Jiafa Mao, Shengyong Chen, Weiguo Sheng
Factorized weight interaction neural networks for sparse feature prediction. Neural Comput. Appl. 32 (13) (2020)
Xi Wang, Mengmeng Sheng, Kangfei Ye, Jian Lin, Jiafa Mao, Shengyong Chen, Weiguo Sheng
A multilevel sampling strategy based memetic differential evolution for multimodal optimization. Neurocomputing 334 (2019)
Weiguo Sheng, Shengyong Chen, Mengmeng Sheng, Gang Xiao, Jiafa Mao, Yujun Zheng
Adaptive Multisubpopulation Competition and Multiniche Crowding-Based Memetic Algorithm for Automatic Data Clustering. IEEE Trans. Evol. Comput. 20 (6) (2016)