Mingze Wang

According to our database, Mingze Wang authored at least 30 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

RSBuilding: Toward General Remote Sensing Image Building Extraction and Change Detection With Foundation Model.

Mingze Wang, Lili Su, Cilin Yan, Sheng Xu, Pengcheng Yuan, Xiaolong Jiang, Baochang Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

CCExpert: Advancing MLLM Capability in Remote Sensing Change Captioning with Difference-Aware Integration and a Foundational Dataset.

Zhiming Wang, Mingze Wang, Sheng Xu, Yanjing Li, Baochang Zhang

CoRR, 2024

How Transformers Implement Induction Heads: Approximation and Optimization Analysis.

Mingze Wang, Ruoxi Yu, Weinan E, Lei Wu

CoRR, 2024

Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late in Training.

Zhanpeng Zhou, Mingze Wang, Yuchen Mao, Bingrui Li, Junchi Yan

CoRR, 2024

Incorporate LLMs with Influential Recommender System.

Mingze Wang, Shuxian Bi, Wenjie Wang, Chongming Gao, Yangyang Li, Fuli Feng

CoRR, 2024

Improving Generalization and Convergence by Enhancing Implicit Regularization.

Mingze Wang, Haotian He, Jinbo Wang, Zilin Wang, Guanhua Huang, Feiyu Xiong, Zhiyu Li, Weinan E, Lei Wu

CoRR, 2024

RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model.

Mingze Wang, Keyan Chen, Lili Su, Cilin Yan, Sheng Xu, Haotian Zhang, Pengcheng Yuan, Xiaolong Jiang, Baochang Zhang

CoRR, 2024

The Implicit Bias of Gradient Noise: A Symmetry Perspective.

Ziyin Liu, Mingze Wang, Lei Wu

CoRR, 2024

Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling.

Mingze Wang, Weinan E

CoRR, 2024

Motion characteristics of rapeseeds and wheat seeds within mixing components of air-assisted centralized metering device based on DEM-CFD.

Lei Wang, Yitao Liao, Mengliang Li, Ning Ren, Xiuming Zheng, Mingze Wang, Qingxi Liao

Comput. Electron. Agric., 2024

A Survey of Indoor 3D Reconstruction Based on RGB-D Cameras.

Jinlong Zhu, Changbo Gao, Qiucheng Sun, Mingze Wang, Zhengkai Deng

IEEE Access, 2024

A Hierarchical Network-Based Method for Predicting Driver Traffic Violations.

Mingze Wang, Naiwen Li

IEEE Access, 2024

Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling.

Mingze Wang, Zeping Min, Lei Wu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement.

Sheng Xu, Mingze Wang, Yanjing Li, Mingbao Lin, Baochang Zhang, David S. Doermann, Xiao Sun

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Guanhua Huang, Yuchen Zhang, Zhe Li, Yongjian You, Mingze Wang, Zhouwang Yang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A Three-Dimensional Structured Light Vision System by Using a Combination of Single-Line and Three-Line Lasers.

Qiucheng Sun, Zeming Ren, Jinlong Zhu, Weiyu Dai, Mingze Wang, Mingyu Sun

Sensors, 2023

The Noise Geometry of Stochastic Gradient Descent: A Quantitative and Analytical Characterization.

Mingze Wang, Lei Wu

CoRR, 2023

Q-YOLO: Efficient Inference for Real-time Object Detection.

Mingze Wang, Huixin Sun, Jun Shi, Xuhui Liu, Baochang Zhang, Xianbin Cao

CoRR, 2023

Understanding Multi-phase Optimization Dynamics and Rich Nonlinear Behaviors of ReLU Networks.

Mingze Wang, Chao Ma

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

An Enhanced Visual SLAM Algorithm for Indoor Scenes based on ORB Features.

Jin Wang, Xiaobo Sun, Mingze Wang, Yufei Xie, Ze Wang

Proceedings of the 2023 4th International Conference on Computing, 2023

YOLOv4-based semantic information extraction for indoor scene targets fetching algorithm research.

Jin Wang, Xiaobo Sun, Mingze Wang, Changwu Li, Xiaoman Tang

Proceedings of the 2023 4th International Conference on Computing, 2023

Q-YOLO: Efficient Inference for Real-Time Object Detection.

Mingze Wang, Huixin Sun, Jun Shi, Xuhui Liu, Xianbin Cao, Luping Zhang, Baochang Zhang

Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

2022

When does SGD favor flat minima? A quantitative characterization via linear stability.

Lei Wu, Mingze Wang, Weijie Su

CoRR, 2022

Incorporating Voice Instructions in Model-Based Reinforcement Learning for Self-Driving Cars.

Mingze Wang, Ziyang Zhang, Grace Hui Yang

CoRR, 2022

Generalization Error Bounds for Deep Neural Networks Trained by SGD.

Mingze Wang, Chao Ma

CoRR, 2022

Task assignment for hybrid scenarios in spatial crowdsourcing: A Q-Learning-based approach.

Mingze Wang, Yingjie Wang, Akshita Maradapu Vera Venkata Sai, Zhaowei Liu, Yang Gao, Xiangrong Tong, Zhipeng Cai

Appl. Soft Comput., 2022

The alignment property of SGD noise and how it helps select flat minima: A stability analysis.

Lei Wu, Mingze Wang, Weijie Su

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks.

Mingze Wang, Chao Ma

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CMT-MQ: Multi-QoS Aware Adaptive Concurrent Multipath Transfer With Reinforcement Learning.

Deguang Wang, Mingze Wang, Tao Zhang, Shujie Yang, Changqiao Xu

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

2021

A Novel Lookup Table Based Direct Torque Control for OW-PMSM Drives.

Mingze Wang, Dan Sun, Zhihao Zheng, Heng Nian

IEEE Trans. Ind. Electron., 2021