簡 歷：
主要從事高通量眾核處理器以及圖計算加速結構研究，作為核心骨干參與高性能眾核處理器Godson-T、高通量眾核處理器DPU等多款眾核芯片的研制。主持國家自然科學基金、國家重點研發(fā)計劃、中科院先導等課題十余項。在包括MICRO、HPCA、TC、TPDS等在內的領域知名會議/期刊上發(fā)表學術論文100余篇，授權發(fā)明專利20余項。入選中科院青促會優(yōu)秀會員，曾獲北京市技術發(fā)明一等獎，產學研合作創(chuàng)新成果二等獎等獎勵。
主要論著：
近年代表性會議文章：
[1]?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. 61st ACM/IEEE Design Automation Conference (DAC), 2024.
[2]?Duo Wang, Mingyu Yan, Xin Liu, Mo Zou, Tianyu Liu, Wenming Li, Xiaochun Ye and Dongrui Fan. A High-accurate Multi-objective Exploration Framework for Design Space of CPU. 60th ACM/IEEE Design Automation Conference (DAC), 2023.
[3]?Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, and Dongrui Fan. Simple and Efficient Heterogeneous Graph Neural Network. AAAI Conference on Artificial Intelligence (AAAI), 2023.
[4]?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. 59th ACM/IEEE Design Automation Conference (DAC), 2022.
[5]?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. Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022.
[6]?Dingyuan Cao, Mingzhe Zhang, Hang Lu, Xiaochun Ye, Dongrui Fan, Yuezhi Che, Rujia Wang. Streamline Ring ORAM Accesses through Spatial and Temporal Optimization. In the 27th IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2021.
[7]?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.?IEEE International Symposium on High Performance Computer Architecture (HPCA), 2020.
[8]?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.?Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2019.
[9]?Yan Gao, Boxiao Liu, Nan Guo, Xiaochun Ye, Fang Wan, Haihang You, Dongrui Fan. C-MIDN: Coupled Multiple Instance Detection Network with Segmentation Guidance for Weakly Supervised Object Detection. IEEE International Conference on Computer Vision (ICCV), 2019.
[10]?Dongrui Fan, Wenming Li, Xiaochun Ye, Da Wang, Hao Zhang, Zhimin Tang, Ninghui Sun. SmarCo: An Efficient Many-Core Processor for High-Throughput Applications in Datacenters. In the 24th IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2018.
近年代表性期刊文章:
[1]?Runzhen Xue, Dengke Han, Mingyu Han, 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 Transactions on Parallel and Distributed Systems (TPDS), 2024.
[2]?Duo Wang, Mingyu Yan, Yihan Teng, Dengke Han, Xin Liu, Wenming Li, Xiaochun Ye, Dongrui Fan. MoDSE: A High-Accurate Multi-Objective Design Space Exploration Framework for CPU Microarchitectures. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2024.
[3]?Zhihua Fan, Wening Li, Zhen Wang, Yu Yang, Xiaochun Ye, Dongrui Fan, Ninghui Sun, Xuejun An. Improving Utilization of Dataflow Unit for Multi-Batch Processing. ACM Transactions on Architecture and Code Optimization (TACO), 2024.
[4]?Zhihua Fan, Wenming Li, Zhen Wang, Tianyu Liu, Haibin Wu, Yanhuan Liu, Meng Wu, Xinxin Wu, Xiaochun Ye, Dongrui Fan, Ninghui Sun, Xuejun An. Accelerating Convolutional Neural Networks by Exploiting the Sparsity of Output Activation. IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023.
[5]?De Han, Xing Cheng, Nan Guo, Xiaochun Ye, Benjamin Rainer, Peter Priller. Momentum Cross-modal Contrastive Learning for Video Moment Retrieval. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023.
[6]?Haiyang Lin, Mingyu Yan, Xiaochun Ye, Dongrui Fan, Shirui Pan, Wenguang Chen, and Yuan Xie. A Comprehensive Survey on Distributed Training of Graph Neural Networks. Proceedings of the IEEE (PIEEE), 2023.
[7]?Kuozhong Zhang, Zhimin Zhang, Guangming Tang, Xiaochun Ye. Design of a Compact Superconducting RSFQ Register File. IEEE Transactions on Circuits and Systems I: Regular Papers.( TCAS-I), 2023.
[8]?Gongjian Sun, Mingyu Yan, Duo Wang, Han Li, Wenming Li, Xiaochun Ye, Dongrui Fan, Yuan Xie. Multi-node Acceleration for Large-scale GCNs. IEEE Transactions on Computers (TC)， 2022.
[9]?Rongliang Fu, Junying Huang, Haibin Wu, Xiaochun Ye, Dongrui Fan, Tsung-Yi Ho. JBNN: A Hardware Design for Binarized Neural Networks using Single-Flux-Quantum Circuits. IEEE Transactions on Computers (TC), 2022.
[10]?Jiahong Yang, Guangming Tang, Xiangyu Zheng, Xiaochun Ye, Dongrui Fan, Zhimin Zhang, Ninghui Sun. Distributed Self-Clock: A Suitable Architecture for SFQ Circuits. IEEE Transactions on Applied Superconductivity, 2020.
科研項目：
國家自然科學基金面上項目：數據流眾核體系結構中的數據通路優(yōu)化研究，項目負責人
葉笑春 研究員
研究方向：
所屬部門：高通量計算機研究中心、處理器芯片全國重點實驗室
導師類別：博導
聯系方式：yexiaochun@ict.ac.cn
個人網頁：