Mingze Wang

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025

A Single Merging Suffices: Recovering Server-based Learning Performance in Decentralized Learning.

[BibT_eX]

[DOI]

CoRR, July, 2025

GradPower: Powering Gradients for Faster Language Model Pre-Training.

[BibT_eX]

[DOI]

CoRR, May, 2025

On the Expressive Power of Mixture-of-Experts for Structured Complex Tasks.

[BibT_eX]

[DOI]

Mingze Wang

Weinan E

CoRR, May, 2025

The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training.

[BibT_eX]

[DOI]

CoRR, February, 2025

Leveraging LLMs for Influence Path Planning in Proactive Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

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

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Tunable LLM-based Proactive Recommendation Agent.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

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

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

How Transformers Implement Induction Heads: Approximation and Optimization Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Incorporate LLMs with Influential Recommender System.

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

The Implicit Bias of Gradient Noise: A Symmetry Perspective.

[BibT_eX]

[DOI]

Liu Ziyin

Mingze Wang

Lei Wu

CoRR, 2024

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

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2024

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

[BibT_eX]

[DOI]

IEEE Access, 2024

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

[BibT_eX]

[DOI]

Mingze Wang

Naiwen Li

IEEE Access, 2024

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

[BibT_eX]

[DOI]

Mingze Wang

Weinan E

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Improving Generalization and Convergence by Enhancing Implicit Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Achieving Margin Maximization Exponentially Fast via Progressive Norm Rescaling.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Sensors, 2023

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

[BibT_eX]

[DOI]

Mingze Wang

Lei Wu

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2022

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

[BibT_eX]

[DOI]

Lei Wu

Mingze Wang

Weijie Su

CoRR, 2022

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

[BibT_eX]

[DOI]

Mingze Wang

Ziyang Zhang

Grace Hui Yang

CoRR, 2022

Generalization Error Bounds for Deep Neural Networks Trained by SGD.

[BibT_eX]

[DOI]

Mingze Wang

Chao Ma

CoRR, 2022

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

[BibT_eX]

[DOI]

Mingze Wang

Yingjie Wang

Akshita Maradapu Vera Venkata Sai

Appl. Soft Comput., 2022

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

2021

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

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2021

Mingze Wang

Bibliography

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