Dawei Gao

Orcid: 0009-0007-3882-5189

According to our database1, Dawei Gao authored at least 53 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Semi-supervised small sample fault diagnosis under a wide range of speed variation conditions based on uncertainty analysis.
Reliab. Eng. Syst. Saf., February, 2024

Signal Detection in MIMO Systems With Hardware Imperfections: Message Passing on Neural Networks.
IEEE Trans. Wirel. Commun., January, 2024

Deep learning-based framework for regional risk assessment in a multi-ship encounter situation based on the transformer network.
Reliab. Eng. Syst. Saf., January, 2024

Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation.
Proc. VLDB Endow., January, 2024

Less is More: Data Value Estimation for Visual Instruction Tuning.
CoRR, 2024

AgentScope: A Flexible yet Robust Multi-Agent Platform.
CoRR, 2024

Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning.
CoRR, 2024

2023
Message Passing Based Block Sparse Signal Recovery for DOA Estimation Using Large Arrays.
IEEE Signal Process. Lett., 2023

Uncertainty modelling and dynamic risk assessment for long-sequence AIS trajectory based on multivariate Gaussian Process.
Reliab. Eng. Syst. Saf., 2023

FederatedScope: A Flexible Federated Learning Platform for Heterogeneity.
Proc. VLDB Endow., 2023

FS-Real: A Real-World Cross-Device Federated Learning Platform.
Proc. VLDB Endow., 2023

Generative adversarial networks driven by multi-domain information for improving the quality of generated samples in fault diagnosis.
Eng. Appl. Artif. Intell., 2023

Data-Juicer: A One-Stop Data Processing System for Large Language Models.
CoRR, 2023

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning.
CoRR, 2023

Do Emergent Abilities Exist in Quantized Large Language Models: An Empirical Study.
CoRR, 2023

FS-REAL: Towards Real-World Cross-Device Federated Learning.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Communication Efficient and Differentially Private Logistic Regression under the Distributed Setting.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Efficient Personalized Federated Learning via Sparse Model-Adaptation.
Proceedings of the International Conference on Machine Learning, 2023

Investigation of Random Telegraph Noise in Advanced Silicon-On-Insulator N-FETs: The Impact of Back Bias, Strain, and Hot Carrier Stress.
Proceedings of the International Conference on IC Design and Technology, 2023

Systematic Study on Predicting the Lifetime of Si pMOSFETs During NBTI Stress Based on Low-Frequency Noise.
Proceedings of the International Conference on IC Design and Technology, 2023

2022
Structured DNN-Based Receiver for Millimeter-Wave MIMO With Nonlinear Distortions.
IEEE Wirel. Commun. Lett., 2022

Deep Learning with Adaptive Attention for Seismic Velocity Inversion.
Remote. Sens., 2022

Adaptive cost-sensitive learning: Improving the convergence of intelligent diagnosis models under imbalanced data.
Knowl. Based Syst., 2022

Hyper-Parameter Auto-Tuning for Sparse Bayesian Learning.
CoRR, 2022

A Benchmark for Federated Hetero-Task Learning.
CoRR, 2022

FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing.
CoRR, 2022

pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Finding Meta Winning Ticket to Train Your MAML.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Massive MIMO as an Extreme Learning Machine.
IEEE Trans. Veh. Technol., 2021

A novel weak fault diagnosis method for rolling bearings based on LSTM considering quasi-periodicity.
Knowl. Based Syst., 2021

Pruning-Aware Merging for Efficient Multitask Inference.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Pruning Meta-Trained Networks for On-Device Adaptation.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Vibration Optimization of FSCW-IPM Motor Based on Iron-Core Modification for Electric Vehicles.
IEEE Trans. Veh. Technol., 2020

Model Predictive Control of the Open-winding PMSG System Based on Three-Dimensional Reference Voltage-Vector.
IEEE Trans. Ind. Electron., 2020

Extreme-Learning-Machine-Based Noniterative and Iterative Nonlinearity Mitigation for LED Communication Systems.
IEEE Syst. J., 2020

Low complexity DOA estimation using AMP with unitary transformation and iterative refinement.
Digit. Signal Process., 2020

Massive MIMO As Extreme Learning Machine.
CoRR, 2020

Rethinking Pruning for Accelerating Deep Inference At the Edge.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019
A Virtual In-Cylinder Pressure Sensor Based on EKF and Frequency-Amplitude-Modulation Fourier-Series Method.
Sensors, 2019

Extreme learning machine-based receiver for MIMO LED communications.
Digit. Signal Process., 2019

Disentangling Redundancy for Multi-Task Pruning.
CoRR, 2019

Dual Delay-Compensation-Based Model Predictive Control for the Semi-Controlled Open-Winding PMSM System.
IEEE Access, 2019

Process Management of Customized Product Manufacturing for Steel Structures.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

Development and Application of MES Based on Cloud Platform for Steel Structure Enterprises.
Proceedings of the 2019 IEEE International Conference on Industrial Engineering and Engineering Management, 2019

2018
CPCA: A Feature Semantics Based Crowd Dimension Reduction Framework.
IEEE Access, 2018

2017
Top-k Team Recommendation and Its Variants in Spatial Crowdsourcing.
Data Sci. Eng., 2017

Team-Oriented Task Planning in Spatial Crowdsourcing.
Proceedings of the Web and Big Data - First International Joint Conference, 2017

2016
Top-k Team Recommendation in Spatial Crowdsourcing.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

2014
Effect of Different Nitrogen Fertilizers with Reclaimed Water Irrigation on Soil Greenhouse Gas Emissions.
Proceedings of the Computer and Computing Technologies in Agriculture VIII, 2014

2011
Data resource management according to customer requirements.
Math. Comput. Model., 2011

2008
TCP SPC: Statistic Process Control for Enhanced Transport over Wireless Links.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
New Texture Features Based on Wavelet Transform Coinciding with Human Visual Perception.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Reducing the Dimensionality of Feature Vectors for Texture Image Retrieval Based on Wavelet Decomposition.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007


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