Junwei Dong

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Neural Architecture

Language Understanding

Memetic Algorithm

Evolutionary Search

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Junwei Dong, Xiaobo Li, Yuxin Zhao, Jingchao Ji, Shaolang Li, Hui Chen
An improved binary dandelion algorithm using sine cosine operator and restart strategy for feature selection. Expert Syst. Appl. 239 (2024)
Longze He, Boyu Hou, Junwei Dong, Liang Feng
Two-stage Neural Architecture Optimization with Separated Training and Search. IJCNN (2023)
Xiaoqing Chen, Chengyu Wang, Junwei Dong, Minghui Qiu, Liang Feng, Jun Huang
Boosting Prompt-Based Few-Shot Learners Through Out-of-Domain Knowledge Distillation. ICASSP (2023)
Hui Chen, Shaolang Li, Xiaobo Li, Yuxin Zhao, Junwei Dong
A hybrid adaptive Differential Evolution based on Gaussian tail mutation. Eng. Appl. Artif. Intell. 119 (2023)
Jiaqi Fan, Linna Wu, Jinbo Zhang, Junwei Dong, Zhong Wen, Zehui Zhang
Deep Learning-Aided Modulation Recognition for Non-Orthogonal Signals. Sensors 23 (11) (2023)
Junwei Dong, Boyu Hou, Liang Feng, Huajin Tang, Kay Chen Tan, Yew-Soon Ong
A Cell-Based Fast Memetic Algorithm for Automated Convolutional Neural Architecture Design. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Ruipu Luo, Ziwang Zhao, Min Yang, Junwei Dong, Minghui Qiu, Pengcheng Lu, Tao Wang, Zhongyu Wei
Valley: Video Assistant with Large Language model Enhanced abilitY. CoRR (2023)
Shaolang Li, Xiaobo Li, HuiChen, Yuxin Zhao, Junwei Dong
An Improved Hunger Games Search Algorithm for Global Optimization. ICSI (1) (2022)
Taolin Zhang, Junwei Dong, Jianing Wang, Chengyu Wang, Ang Wang, Yinghui Liu, Jun Huang, Yong Li, Xiaofeng He
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training. EMNLP (Industry Track) (2022)
Taolin Zhang, Junwei Dong, Jianing Wang, Chengyu Wang, Ang Wang, Yinghui Liu, Jun Huang, Yong Li, Xiaofeng He
Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training. CoRR (2022)
Qingxia Shang, Yuxiao Huang, Junwei Dong, Yaqing Hou, Yu Wang, Min Li, Liang Feng
Multi-space evolutionary search with dynamic resource allocation strategy for large-scale optimization. Neural Comput. Appl. 34 (10) (2022)
Hui Chen, Xiaobo Li, Shaolang Li, Yuxin Zhao, Junwei Dong
Improved Slime Mould Algorithm Hybridizing Chaotic Maps and Differential Evolution Strategy for Global Optimization. IEEE Access 10 (2022)
Yuxin Zhao, Junwei Dong, Xiaobo Li, Hui Chen, Shaolang Li
A binary dandelion algorithm using seeding and chaos population strategies for feature selection. Appl. Soft Comput. 125 (2022)
Boyu Hou, Junwei Dong, Liang Feng, Minghui Qiu
Efficient Two-Stage Evolutionary Search of Convolutional Neural Architectures Based on Cell Independence Analysis. ICONIP (5) (2021)
Shaolang Li, Xiaobo Li, Hui Chen, Yuxin Zhao, Junwei Dong
A Novel Hybrid Hunger Games Search Algorithm With Differential Evolution for Improving the Behaviors of Non-Cooperative Animals. IEEE Access 9 (2021)
Junwei Dong, Liangjie Zhang, Boyu Hou, Liang Feng
A Memetic Algorithm for Evolving Deep Convolutional Neural Network in Image Classification. SSCI (2020)
Junwei Dong, Aihua Wang, Peili Ding, Neng Ye
Comparisons on Deep Learning Methods for NOMA Scheme Classification in Cellular Downlink. BMSB (2020)
Dongcai Su, Junwei Dong, Zuduo Zheng
Shrinking Neighborhood Evolution--a novel stochastic algorithm for numerical optimization. IEEE Congress on Evolutionary Computation (2009)