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2024
[j27]
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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): 1525-1537 (2024)
[j26]
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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): 1122-1138 (2024)
[j25]
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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): 1913-1925 (2024)
[c21]
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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. DAC 2024: 4:1-4:6
[c20]
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Dengke Han, Meng Wu, Runzhen Xue, Mingyu Yan, Xiaochun Ye, Dongrui Fan:
ADE-HGNN: Accelerating HGNNs Through Attention Disparity Exploitation. Euro-Par (2) 2024: 91-106
[c19]
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Yuxiang Zhang, Xin Liu, Meng Wu, Wei Yan, Mingyu Yan, Xiaochun Ye, Dongrui Fan:
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training. Euro-Par (2) 2024: 302-316
[c18]
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Haoran Dang, Meng Wu, Mingyu Yan, Xiaochun Ye, Dongrui Fan:
GDL-GNN: Applying GPU Dataloading of Large Datasets for Graph Neural Network Inference. Euro-Par (2) 2024: 346-361
[i27]
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  - journals/corr/abs-2403-07943
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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 abs/2403.07943 (2024)
[i26]
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  - journals/corr/abs-2404-04792
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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 abs/2404.04792 (2024)
[i25]
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  - journals/corr/abs-2405-06247
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Yuxiang Zhang, Xin Liu, Meng Wu, Wei Yan, Mingyu Yan, Xiaochun Ye, Dongrui Fan:
Disttack: Graph Adversarial Attacks Toward Distributed GNN Training. CoRR abs/2405.06247 (2024)
[i24]
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  - journals/corr/abs-2406-00988
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Dengke Han, Meng Wu, Runzhen Xue, Mingyu Yan, Xiaochun Ye, Dongrui Fan:
ADE-HGNN: Accelerating HGNNs through Attention Disparity Exploitation. CoRR abs/2406.00988 (2024)
[i23]
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  - journals/corr/abs-2407-11790
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Dengke Han, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Ninghui Sun:
Characterizing and Understanding HGNN Training on GPUs. CoRR abs/2407.11790 (2024)
[i22]
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  - journals/corr/abs-2408-01902
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Meng Wu, Mingyu Yan, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie:
A Comprehensive Survey on GNN Characterization. CoRR abs/2408.01902 (2024)
[i21]
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  - journals/corr/abs-2408-08490
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Meng Wu, Jingkai Qiu, Mingyu Yan, Wenming Li, Yang Zhang, Zhimin Zhang, Xiaochun Ye, Dongrui Fan:
Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels. CoRR abs/2408.08490 (2024)
[i20]
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  - journals/corr/abs-2408-15089
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Runzhen Xue, Mingyu Yan, Dengke Han, Zhimin Tang, Xiaochun Ye, Dongrui Fan:
SiHGNN: Leveraging Properties of Semantic Graphs for Efficient HGNN Acceleration. CoRR abs/2408.15089 (2024)
2023
[j24]
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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): 137-140 (2023)
[j23]
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  - journals/pieee/LinYYFPCX23
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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): 1572-1606 (2023)
[j22]
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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): 3413-3426 (2023)
[c17]
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  - conf/aaai/YangYPYF23
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Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan:
Simple and Efficient Heterogeneous Graph Neural Network. AAAI 2023: 10816-10824
[c16]
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  - conf/dac/WangYLZLLYF23
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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: 1-6
[c15]
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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: 379-383
[c14]
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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: 1-9
[i19]
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  - journals/corr/abs-2307-12765
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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 abs/2307.12765 (2023)
[i18]
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  - journals/corr/abs-2309-07581
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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 abs/2309.07581 (2023)
2022
[j21]
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  - journals/cal/LinYYZLYF22
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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): 21-24 (2022)
[j20]
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  - journals/cal/YanZYLYF022
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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): 69-72 (2022)
[j19]
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  - journals/ieeejas/LiuYDLYF22
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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): 205-234 (2022)
[j18]
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  - journals/neuromorphic/LiuYDWHLYF22
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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): 34013 (2022)
[j17]
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  - journals/tc/SunYWLLYFX22
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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): 3140-3152 (2022)
[j16]
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  - journals/tcad/ChenWXHBLYDDDX22
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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): 936-949 (2022)
[j15]
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  - journals/tsg/AffolabiSGY0PVP22
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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): 1427-1440 (2022)
[c13]
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  - conf/dac/LinYWZTYF022
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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: 901-906
[c12]
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  - conf/glvlsi/TanYYF22
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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: 387-391
[c11]
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  - conf/ica3pp/ZouYLTYF22
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Mo Zou, Mingyu Yan, Wenming Li, Zhimin Tang, Xiaochun Ye, Dongrui Fan:
GEM: Execution-Aware Cache Management for Graph Analytics. ICA3PP 2022: 273-292
[c10]
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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: 351-372
[c9]
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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: 5521-5529
[c8]
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  - conf/ml4cs/LingZMWM22
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Ling Zhang, Zongxin Ma, Mingyu Yan, Wenchao Jiang, Muhammad:
An Eye-Gaze Tracking Method Based on a 3D Ocular Surface Fitting Model. ML4CS (2) 2022: 370-381
[c7]
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  - conf/pkdd/LiuYSLLSYF22
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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: 498-514
[i17]
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  - journals/corr/abs-2202-04822
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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 abs/2202.04822 (2022)
[i16]
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  - journals/corr/abs-2202-11343
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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 abs/2202.11343 (2022)
[i15]
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  - journals/corr/abs-2204-08150
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Haiyang Lin, Mingyu Yan, Xiaocheng Yang, Mo Zou, Wenming Li, Xiaochun Ye, Dongrui Fan:
Characterizing and Understanding Distributed GNN Training on GPUs. CoRR abs/2204.08150 (2022)
[i14]
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  - journals/corr/abs-2207-02547
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Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan:
Simple and Efficient Heterogeneous Graph Neural Network. CoRR abs/2207.02547 (2022)
[i13]
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  - journals/corr/abs-2207-07258
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Gongjian Sun, Mingyu Yan, Duo Wang, Han Li, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie:
Multi-node Acceleration for Large-scale GCNs. CoRR abs/2207.07258 (2022)
[i12]
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  - journals/corr/abs-2208-04758
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Mingyu Yan, Mo Zou, Xiaocheng Yang, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie:
Characterizing and Understanding HGNNs on GPUs. CoRR abs/2208.04758 (2022)
[i11]
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  - journals/corr/abs-2209-00800
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Xin Liu, Xunbin Xiong, Mingyu Yan, Runzhen Xue, Shirui Pan, Xiaochun Ye, Dongrui Fan:
Rethinking Efficiency and Redundancy in Training Large-scale Graphs. CoRR abs/2209.00800 (2022)
[i10]
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Mingyu Yan, Fei Teng:
Towards Joint Electricity and Data Trading: A Scalable Cooperative Game Theoretic Approach. CoRR abs/2210.04051 (2022)
[i9]
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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 abs/2211.02819 (2022)
[i8]
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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 abs/2211.05368 (2022)
2021
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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): 66-69 (2021)
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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): 1561-1581 (2021)
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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): 574-586 (2021)
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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): 1033-1047 (2021)
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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): 1314-1328 (2021)
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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): 2261-2271 (2021)
[j8]
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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): 3326-3338 (2021)
[j7]
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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): 4702-4714 (2021)
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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: 405-412
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Wei Xuan, Huawei Cao, Mingyu Yan, Zhimin Tang, Xiaochun Ye, Dongrui Fan:
Triangle Counting by Adaptively Resampling over Evolving Graph Streams. SEKE 2021: 387-392
[i7]
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Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan:
Sampling methods for efficient training of graph convolutional networks: A survey. CoRR abs/2103.05872 (2021)
[i6]
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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 abs/2103.12393 (2021)
[i5]
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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 abs/2108.11571 (2021)
2020
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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): 22-25 (2020)
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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): 4005-4016 (2020)
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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: 15-29
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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: 60:1-60:9
[i4]
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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 abs/2001.02514 (2020)
[i3]
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Mingyu Yan, Zhaodong Chen, Lei Deng, Xiaochun Ye, Zhimin Zhang, Dongrui Fan, Yuan Xie:
Characterizing and Understanding GCNs on GPU. CoRR abs/2001.10160 (2020)
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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 abs/2009.12495 (2020)

2010 – 2019

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2019
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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): 4881-4892 (2019)
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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): 6355-6365 (2019)
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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: 1-6
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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: 615-628
2015
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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: 30-39 (2015)
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Zhuang Wang, Xiao Lv, Mingyu Yan, Wei Yang, Ge Li:
Fair Packet Scheduling in Network on Chip. CoRR abs/1506.00204 (2015)
2014
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Ling Zhang, Mingyu Yan, Yanjun Zeng:
Fatigue detection with 3D facial features based on binocular stereo vision. Integr. Comput. Aided Eng. 21(4): 387-397 (2014)

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