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2020 – today
- 2024
[j28]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)- [j27]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) - [j26]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) - [j25]Houbo Xiong, Mingyu Yan, Fangxing Li, Tao Ding, Chuangxin Guo, Zuyi Li:
Resilience Enhancement for Distribution System With Multiple Non-Anticipative Uncertainties Based on Multi-Stage Dynamic Programming. IEEE Trans. Smart Grid 15(6): 5706-5720 (2024) - [c21]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]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]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]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 - [i28]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) - [i27]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) - [i26]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) - [i25]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) - [i24]Dengke Han, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Ninghui Sun:
Characterizing and Understanding HGNN Training on GPUs. CoRR abs/2407.11790 (2024) - [i23]Meng Wu, Mingyu Yan, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie:
A Comprehensive Survey on GNN Characterization. CoRR abs/2408.01902 (2024) - [i22]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) - [i21]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) - [i20]Runzhen Xue, Hao Wu, Mingyu Yan, Ziheng Xiao, Xiaochun Ye, Dongrui Fan:
Multi-objective Optimization in CPU Design Space Exploration: Attention is All You Need. CoRR abs/2410.18368 (2024) - 2023
- [j24]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]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]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]Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan:
Simple and Efficient Heterogeneous Graph Neural Network. AAAI 2023: 10816-10824 - [c16]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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]Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan:
Simple and Efficient Heterogeneous Graph Neural Network. CoRR abs/2207.02547 (2022) - [i13]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]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]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]Mingyu Yan, Fei Teng:
Towards Joint Electricity and Data Trading: A Scalable Cooperative Game Theoretic Approach. CoRR abs/2210.04051 (2022) - [i9]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]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
- [j14]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) - [j13]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) - [j12]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) - [j11]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) - [j10]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) - [j9]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]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]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) - [c6]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 - [c5]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]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]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]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
- [j6]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) - [j5]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) - [c4]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 - [c3]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]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]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) - [i2]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
- 2019
- [j4]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) - [j3]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) - [c2]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 - [c1]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
- [j2]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) - [i1]Zhuang Wang, Xiao Lv, Mingyu Yan, Wei Yang, Ge Li:
Fair Packet Scheduling in Network on Chip. CoRR abs/1506.00204 (2015) - 2014
- [j1]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)
Coauthor Index
[j28] [j27] [c21] [c20] [c19] [c18] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [j24] [j23] [c17] [c16] [c15] [c14] [i19] [i18] [j21] [j20] [j19] [j18] [j17] [c13] [c12] [c11] [c10] [c9] [c7] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i8] [j14] [j13] [c6] [c5] [i7] [i6] [i5] [j6] [c4] [i4] [i3] [c2] [c1]
[j28] [j27] [c21] [c20] [c19] [c18] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [j24] [j23] [c17] [c16] [c15] [c14] [i19] [i18] [j21] [j20] [j19] [j18] [j17] [c13] [c12] [c11] [c10] [c9] [c7] [i17] [i16] [i15] [i14] [i13] [i12] [i11] [i8] [j14] [j13] [c6] [c5] [i7] [i6] [i5] [j6] [c4] [i4] [i3] [c2] [c1]
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