Mingyu Yan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 64

Top Topics

Hierarchical Architecture

Distribution Network

Top Venues

IEEE Trans. Smart Grid

IEEE Comput. Archit. Lett.

Publications

Duo Wang, Mingyu Yan, Yihan Teng, Dengke Han, Xin Liu, Wenming Li, Xiaochun Ye, Dongrui Fan
MoDSE: A High-Accurate Multiobjective Design Space Exploration Framework for CPU Microarchitectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Dengke Han, Meng Wu, Runzhen Xue, Mingyu Yan, Xiaochun Ye, Dongrui Fan
ADE-HGNN: Accelerating HGNNs through Attention Disparity Exploitation. CoRR (2024)
Fangzhou Xia, Hongkun Chen, Mingyu Yan, Wei Gan, Quan Zhou, Tong Ding, Xuechun Wang, Lingling Wang, Lei Chen
Market-Based Coordinated Planning of Fast Charging Station and Dynamic Wireless Charging System Considering Energy Demand Assignment. IEEE Trans. Smart Grid 15 (2) (2024)
Yuxiang Zhang, Xin Liu, Meng Wu, Wei Yan, Mingyu Yan, Xiaochun Ye, Dongrui Fan
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training. CoRR (2024)
Dengke Han, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Ninghui Sun
Characterizing and Understanding HGNN Training on GPUs. CoRR (2024)
Xin Liu, Yuxiang Zhang, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack. CoRR (2024)
Runzhen Xue, Dengke Han, Mingyu Yan, Mo Zou, Xiaocheng Yang, Duo Wang, Wenming Li, Zhimin Tang, John Kim, Xiaochun Ye, Dongrui Fan
HiHGNN: Accelerating HGNNs Through Parallelism and Data Reusability Exploitation. IEEE Trans. Parallel Distributed Syst. 35 (7) (2024)
Runzhen Xue, Mingyu Yan, Dengke Han, Yihan Teng, Zhimin Tang, Xiaochun Ye, Dongrui Fan
GDR-HGNN: A Heterogeneous Graph Neural Networks Accelerator Frontend with Graph Decoupling and Recoupling. CoRR (2024)
Chongyu Wang, Mingyu Yan, Kaiyuan Pang, Fushuan Wen, Fei Teng
Cyber-Physical Interdependent Restoration Scheduling for Active Distribution Network via Ad Hoc Wireless Communication. IEEE Trans. Smart Grid 14 (5) (2023)
Duo Wang, Mingyu Yan, Yihan Teng, Dengke Han, Haoran Dang, Xiaochun Ye, Dongrui Fan
A Transfer Learning Framework for High-Accurate Cross-Workload Design Space Exploration of CPU. ICCAD (2023)
Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
Simple and Efficient Heterogeneous Graph Neural Network. AAAI (2023)
Meng Wu, Mingyu Yan, Xiaocheng Yang, Wenming Li, Zhimin Zhang, Xiaochun Ye, Dongrui Fan
Characterizing and Understanding Defense Methods for GNNs on GPUs. IEEE Comput. Archit. Lett. 22 (2) (2023)
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie
A Comprehensive Survey on Distributed Training of Graph Neural Networks. Proc. IEEE 111 (12) (2023)
Zhengyang Lv, Mingyu Yan, Xin Liu, Mengyao Dong, Xiaochun Ye, Dongrui Fan, Ninghui Sun
A Survey of Graph Pre-processing Methods: From Algorithmic to Hardware Perspectives. CoRR (2023)
Duo Wang, Mingyu Yan, Xin Liu, Mo Zou, Tianyu Liu, Wenming Li, Xiaochun Ye, Dongrui Fan
A High-accurate Multi-objective Exploration Framework for Design Space of CPU. DAC (2023)
Duo Wang, Mingyu Yan, Yihan Teng, Dengke Han, Xiaochun Ye, Dongrui Fan
A High-accurate Multi-objective Ensemble Exploration Framework for Design Space of CPU Microarchitecture. ACM Great Lakes Symposium on VLSI (2023)
Runzhen Xue, Dengke Han, Mingyu Yan, Mo Zou, Xiaocheng Yang, Duo Wang, Wenming Li, Zhimin Tang, John Kim, Xiaochun Ye, Dongrui Fan
HiHGNN: Accelerating HGNNs through Parallelism and Data Reusability Exploitation. CoRR (2023)
Gongjian Sun, Mingyu Yan, Duo Wang, Han Li, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
Multi-node Acceleration for Large-scale GCNs. CoRR (2022)
Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan
Simple and Efficient Heterogeneous Graph Neural Network. CoRR (2022)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. IJCAI (2022)
Long Tan, Mingyu Yan, Xiaochun Ye, Dongrui Fan
HetGraph: A High Performance CPU-CGRA Architecture for Matrix-based Graph Analytics. ACM Great Lakes Symposium on VLSI (2022)
Haiyang Lin, Mingyu Yan, Duo Wang, Mo Zou, Fengbin Tu, Xiaochun Ye, Dongrui Fan, Yuan Xie
Alleviating datapath conflicts and design centralization in graph analytics acceleration. DAC (2022)
Haiyang Lin, Mingyu Yan, Xiaocheng Yang, Mo Zou, Wenming Li, Xiaochun Ye, Dongrui Fan
Characterizing and Understanding Distributed GNN Training on GPUs. IEEE Comput. Archit. Lett. 21 (1) (2022)
Larissa Affolabi, Mohammad Shahidehpour, Wei Gan, Mingyu Yan, Bo Chen, Shikhar Pandey, Aleksandar Vukojevic, Esa Aleksi Paaso, Ahmed Alabdulwahab, Abdullah Abusorrah
Optimal Transactive Energy Trading of Electric Vehicle Charging Stations With On-Site PV Generation in Constrained Power Distribution Networks. IEEE Trans. Smart Grid 13 (2) (2022)
Mingyu Yan, Mo Zou, Xiaocheng Yang, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
Characterizing and Understanding HGNNs on GPUs. CoRR (2022)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey. IEEE CAA J. Autom. Sinica 9 (2) (2022)
Gongjian Sun, Mingyu Yan, Duo Wang, Han Li, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
Multi-Node Acceleration for Large-Scale GCNs. IEEE Trans. Computers 71 (12) (2022)
Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan
GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware. ECML/PKDD (5) (2022)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie
Survey on Graph Neural Network Acceleration: An Algorithmic Perspective. CoRR (2022)
Mo Zou, Mingyu Yan, Wenming Li, Zhimin Tang, Xiaochun Ye, Dongrui Fan
GEM: Execution-Aware Cache Management for Graph Analytics. ICA3PP (2022)
Long Tan, Mingyu Yan, Duo Wang, Wenming Li, Xiaochun Ye, Dongrui Fan
MatGraph: An Energy-Efficient and Flexible CGRA Engine for Matrix-Based Graph Analytics. ICA3PP (2022)
Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Xiaochun Ye, Dongrui Fan
Rethinking Efficiency and Redundancy in Training Large-scale Graphs. CoRR (2022)
Haiyang Lin, Mingyu Yan, Duo Wang, Mo Zou, Fengbin Tu, Xiaochun Ye, Dongrui Fan, Yuan Xie
Alleviating Datapath Conflicts and Design Centralization in Graph Analytics Acceleration. CoRR (2022)
Mingyu Yan, Mo Zou, Xiaocheng Yang, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
Characterizing and Understanding HGNNs on GPUs. IEEE Comput. Archit. Lett. 21 (2) (2022)
Xin Liu, Mingyu Yan, Lei Deng, Yujie Wu, De Han, Guoqi Li, Xiaochun Ye, Dongrui Fan
General spiking neural network framework for the learning trajectory from a noisy mmWave radar. Neuromorph. Comput. Eng. 2 (2) (2022)
Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, Yuan Xie
A Comprehensive Survey on Distributed Training of Graph Neural Networks. CoRR (2022)
Haiyang Lin, Mingyu Yan, Xiaocheng Yang, Mo Zou, Wenming Li, Xiaochun Ye, Dongrui Fan
Characterizing and Understanding Distributed GNN Training on GPUs. CoRR (2022)
Chongyu Wang, Mingyu Yan, Kaiyuan Pang, Fushuan Wen, Fei Teng
Cyber-physical interdependent restoration scheduling for active distribution network via ad hoc wireless communication. CoRR (2022)
Mingyu Yan, Fei Teng
Towards Joint Electricity and Data Trading: A Scalable Cooperative Game Theoretic Approach. CoRR (2022)
Xiaobing Chen, Yuke Wang, Xinfeng Xie, Xing Hu, Abanti Basak, Ling Liang, Mingyu Yan, Lei Deng, Yufei Ding, Zidong Du, Yuan Xie
Rubik: A Hierarchical Architecture for Efficient Graph Neural Network Training. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (4) (2022)
Han Li, Mingyu Yan, Xiaocheng Yang, Lei Deng, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie
Hardware Acceleration for GCNs via Bidirectional Fusion. IEEE Comput. Archit. Lett. 20 (1) (2021)
Mingyu Yan, Mohammad Shahidehpour, Ahmed Alabdulwahab, Abdullah Abusorrah, Niroj Gurung, Honghao Zheng, Oladipupo Ogunnubi, Aleksandar Vukojevic, Esa Aleksi Paaso
Blockchain for Transacting Energy and Carbon Allowance in Networked Microgrids. IEEE Trans. Smart Grid 12 (6) (2021)
Fangzhou Xia, Hongkun Chen, Mohammad Shahidehpour, Wei Gan, Mingyu Yan, Lei Chen
Distributed Expansion Planning of Electric Vehicle Dynamic Wireless Charging System in Coupled Power-Traffic Networks. IEEE Trans. Smart Grid 12 (4) (2021)
Haiyang Lin, Mingyu Yan, Duo Wang, Wenming Li, Xiaochun Ye, Zhimin Tang, Dongrui Fan
Alleviating Imbalance in Synchronous Distributed Training of Deep Neural Networks. ISPA/BDCloud/SocialCom/SustainCom (2021)
Taoran Xiang, Lunkai Zhang, Shuqian An, Xiaochun Ye, Mingzhe Zhang, Yanhuan Liu, Mingyu Yan, Da Wang, Hao Zhang, Wenming Li, Ninghui Sun, Dongrui Fan
RISC-NN: Use RISC, NOT CISC as Neural Network Hardware Infrastructure. CoRR (2021)
Xuanyi Xiao, Feng Wang, Mohammad Shahidehpour, Zhiyi Li, Mingyu Yan
Coordination of Distribution Network Reinforcement and DER Planning in Competitive Market. IEEE Trans. Smart Grid 12 (3) (2021)
Mingyu Yan, Mohammad Shahidehpour, Aleksi Paaso, Liuxi Zhang, Ahmed Alabdulwahab, Abdullah Abusorrah
Distribution Network-Constrained Optimization of Peer-to-Peer Transactive Energy Trading Among Multi-Microgrids. IEEE Trans. Smart Grid 12 (2) (2021)
Wei Xuan, Huawei Cao, Mingyu Yan, Zhimin Tang, Xiaochun Ye, Dongrui Fan
BSR-TC: Adaptively Sampling for Accurate Triangle Counting over Evolving Graph Streams. Int. J. Softw. Eng. Knowl. Eng. 31 (11&12) (2021)
Ling Liang, Jianyu Xu, Lei Deng, Mingyu Yan, Xing Hu, Zheng Zhang, Guoqi Li, Yuan Xie
Fast Search of the Optimal Contraction Sequence in Tensor Networks. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Xin Liu, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun, Xiaochun Ye, Dongrui Fan
GNNSampler: Bridging the Gap between Sampling Algorithms of GNN and Hardware. CoRR (2021)
Mingyu Yan, Mohammad Shahidehpour, Aleksi Paaso, Liuxi Zhang, Ahmed Alabdulwahab, Abdullah Abusorrah
Distribution System Resilience in Ice Storms by Optimal Routing of Mobile Devices on Congested Roads. IEEE Trans. Smart Grid 12 (2) (2021)
Wei Xuan, Huawei Cao, Mingyu Yan, Zhimin Tang, Xiaochun Ye, Dongrui Fan
Triangle Counting by Adaptively Resampling over Evolving Graph Streams. SEKE (2021)
Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan
Sampling methods for efficient training of graph convolutional networks: A survey. CoRR (2021)
Mingyu Yan, Lei Deng, Xing Hu, Ling Liang, Yujing Feng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie
HyGCN: A GCN Accelerator with Hybrid Architecture. HPCA (2020)
Wei Gan, Mohammad Shahidehpour, Mingyu Yan, Jianbo Guo, Wei Yao, Aleksi Paaso, Liuxi Zhang, Jinyu Wen
Coordinated Planning of Transportation and Electric Power Networks With the Proliferation of Electric Vehicles. IEEE Trans. Smart Grid 11 (5) (2020)
Mingyu Yan, Zhaodong Chen, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie
Characterizing and Understanding GCNs on GPU. IEEE Comput. Archit. Lett. 19 (1) (2020)
Xiaobing Chen, Yuke Wang, Xinfeng Xie, Xing Hu, Abanti Basak, Ling Liang, Mingyu Yan, Lei Deng, Yufei Ding, Zidong Du, Yunji Chen, Yuan Xie
Rubik: A Hierarchical Architecture for Efficient Graph Learning. CoRR (2020)
Mingyu Yan, Lei Deng, Xing Hu, Ling Liang, Yujing Feng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie
HyGCN: A GCN Accelerator with Hybrid Architecture. CoRR (2020)
Zhaodong Chen, Mingyu Yan, Maohua Zhu, Lei Deng, Guoqi Li, Shuangchen Li, Yuan Xie
fuseGNN: Accelerating Graph Convolutional Neural Network Training on GPGPU. ICCAD (2020)
Mingyu Yan, Zhaodong Chen, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie
Characterizing and Understanding GCNs on GPU. CoRR (2020)
Quan Zhou, Mohammad Shahidehpour, Tao Sun, Donghan Feng, Mingyu Yan
Cooperative Game for Carbon Obligation Allocation Among Distribution System Operators to Incentivize the Proliferation of Renewable Energy. IEEE Trans. Smart Grid 10 (6) (2019)
Mingyu Yan, Xing Hu, Shuangchen Li, Abanti Basak, Han Li, Xin Ma, Itir Akgun, Yujing Feng, Peng Gu, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie
Alleviating Irregularity in Graph Analytics Acceleration: a Hardware/Software Co-Design Approach. MICRO (2019)
Mingyu Yan, Yubin He, Mohammad Shahidehpour, Xiaomeng Ai, Zhiyi Li, Jinyu Wen
Coordinated Regional-District Operation of Integrated Energy Systems for Resilience Enhancement in Natural Disasters. IEEE Trans. Smart Grid 10 (5) (2019)
Mingyu Yan, Xing Hu, Shuangchen Li, Itir Akgun, Han Li, Xin Ma, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie
Balancing Memory Accesses for Energy-Efficient Graph Analytics Accelerators. ISLPED (2019)
Yunhua Chen, Weijian Liu, Ling Zhang, Mingyu Yan, Yanjun Zeng
Hybrid facial image feature extraction and recognition for non-invasive chronic fatigue syndrome diagnosis. Comput. Biol. Medicine 64 (2015)
Zhuang Wang, Xiao Lv, Mingyu Yan, Wei Yang, Ge Li
Fair Packet Scheduling in Network on Chip. CoRR (2015)
Ling Zhang, Mingyu Yan, Yanjun Zeng
Fatigue detection with 3D facial features based on binocular stereo vision. Integr. Comput. Aided Eng. 21 (4) (2014)