Mingyu Yan

Orcid: 0000-0002-6915-955X

According to our database1, Mingyu Yan authored at least 50 papers between 2014 and 2024.

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

Timeline

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On csauthors.net:

Bibliography

2024
Market-Based Coordinated Planning of Fast Charging Station and Dynamic Wireless Charging System Considering Energy Demand Assignment.
IEEE Trans. Smart Grid, 2024

Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack.
CoRR, 2024

2023
A Comprehensive Survey on Distributed Training of Graph Neural Networks.
Proc. IEEE, December, 2023

Cyber-Physical Interdependent Restoration Scheduling for Active Distribution Network via Ad Hoc Wireless Communication.
IEEE Trans. Smart Grid, September, 2023

A Survey of Graph Pre-processing Methods: From Algorithmic to Hardware Perspectives.
CoRR, 2023

HiHGNN: Accelerating HGNNs through Parallelism and Data Reusability Exploitation.
CoRR, 2023

Characterizing and Understanding Defense Methods for GNNs on GPUs.
IEEE Comput. Archit. Lett., 2023

A Transfer Learning Framework for High-Accurate Cross-Workload Design Space Exploration of CPU.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

A High-accurate Multi-objective Ensemble Exploration Framework for Design Space of CPU Microarchitecture.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

A High-accurate Multi-objective Exploration Framework for Design Space of CPU.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Simple and Efficient Heterogeneous Graph Neural Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
General spiking neural network framework for the learning trajectory from a noisy mmWave radar.
Neuromorph. Comput. Eng., June, 2022

Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks.
IEEE Trans. Smart Grid, 2022

Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Multi-Node Acceleration for Large-Scale GCNs.
IEEE Trans. Computers, 2022

Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey.
IEEE CAA J. Autom. Sinica, 2022

Towards Joint Electricity and Data Trading: A Scalable Cooperative Game Theoretic Approach.
CoRR, 2022

Rethinking Efficiency and Redundancy in Training Large-scale Graphs.
CoRR, 2022

Characterizing and Understanding HGNNs on GPUs.
IEEE Comput. Archit. Lett., 2022

Characterizing and Understanding Distributed GNN Training on GPUs.
IEEE Comput. Archit. Lett., 2022

GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

An Eye-Gaze Tracking Method Based on a 3D Ocular Surface Fitting Model.
Proceedings of the Machine Learning for Cyber Security - 4th International Conference, 2022

Survey on Graph Neural Network Acceleration: An Algorithmic Perspective.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

GEM: Execution-Aware Cache Management for Graph Analytics.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

MatGraph: An Energy-Efficient and Flexible CGRA Engine for Matrix-Based Graph Analytics.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

HetGraph: A High Performance CPU-CGRA Architecture for Matrix-based Graph Analytics.
Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

Alleviating datapath conflicts and design centralization in graph analytics acceleration.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021
Distribution System Resilience in Ice Storms by Optimal Routing of Mobile Devices on Congested Roads.
IEEE Trans. Smart Grid, 2021

Distribution Network-Constrained Optimization of Peer-to-Peer Transactive Energy Trading Among Multi-Microgrids.
IEEE Trans. Smart Grid, 2021

Blockchain for Transacting Energy and Carbon Allowance in Networked Microgrids.
IEEE Trans. Smart Grid, 2021

Coordination of Distribution Network Reinforcement and DER Planning in Competitive Market.
IEEE Trans. Smart Grid, 2021

Distributed Expansion Planning of Electric Vehicle Dynamic Wireless Charging System in Coupled Power-Traffic Networks.
IEEE Trans. Smart Grid, 2021

Fast Search of the Optimal Contraction Sequence in Tensor Networks.
IEEE J. Sel. Top. Signal Process., 2021

BSR-TC: Adaptively Sampling for Accurate Triangle Counting over Evolving Graph Streams.
Int. J. Softw. Eng. Knowl. Eng., 2021

RISC-NN: Use RISC, NOT CISC as Neural Network Hardware Infrastructure.
CoRR, 2021

Hardware Acceleration for GCNs via Bidirectional Fusion.
IEEE Comput. Archit. Lett., 2021

Triangle Counting by Adaptively Resampling over Evolving Graph Streams.
Proceedings of the 33rd International Conference on Software Engineering and Knowledge Engineering, 2021

Alleviating Imbalance in Synchronous Distributed Training of Deep Neural Networks.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

2020
Coordinated Planning of Transportation and Electric Power Networks With the Proliferation of Electric Vehicles.
IEEE Trans. Smart Grid, 2020

Rubik: A Hierarchical Architecture for Efficient Graph Learning.
CoRR, 2020

Characterizing and Understanding GCNs on GPU.
IEEE Comput. Archit. Lett., 2020

fuseGNN: Accelerating Graph Convolutional Neural Network Training on GPGPU.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

HyGCN: A GCN Accelerator with Hybrid Architecture.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019
Cooperative Game for Carbon Obligation Allocation Among Distribution System Operators to Incentivize the Proliferation of Renewable Energy.
IEEE Trans. Smart Grid, 2019

Coordinated Regional-District Operation of Integrated Energy Systems for Resilience Enhancement in Natural Disasters.
IEEE Trans. Smart Grid, 2019

Alleviating Irregularity in Graph Analytics Acceleration: a Hardware/Software Co-Design Approach.
Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Balancing Memory Accesses for Energy-Efficient Graph Analytics Accelerators.
Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

2015
Fair Packet Scheduling in Network on Chip.
CoRR, 2015

Hybrid facial image feature extraction and recognition for non-invasive chronic fatigue syndrome diagnosis.
Comput. Biol. Medicine, 2015

2014
Fatigue detection with 3D facial features based on binocular stereo vision.
Integr. Comput. Aided Eng., 2014


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