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ORCIDMinghua Shen
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2020 – today
- 2024
[j9]Fuyu Wang
, Minghua Shen, Yutong Lu, Nong Xiao:
TensorMap: A Deep RL-Based Tensor Mapping Framework for Spatial Accelerators. IEEE Trans. Computers 73(8): 1899-1912 (2024)- [c27]Fuyu Wang, Minghua Shen, Yufei Ding, Nong Xiao:
Soter: Analytical Tensor-Architecture Modeling and Automatic Tensor Program Tuning for Spatial Accelerators. ISCA 2024: 991-1004 - 2023
- [c26]Fuyu Wang, Minghua Shen:
Automatic Kernel Generation for Large Language Models on Deep Learning Accelerators. ICCAD 2023: 1-9 - 2022
- [j8]Yingpeng Wen, Qinliang Su, Minghua Shen, Nong Xiao:
Improving the exploration efficiency of DQNs via the confidence bound methods. Appl. Intell. 52(13): 15447-15461 (2022) - [c25]Jinxi Kuang, Minghua Shen, Yutong Lu, Nong Xiao:
Exploiting data locality in memory for ORAM to reduce memory access overheads. DAC 2022: 703-708 - 2021
- [j7]Minghua Shen, Guojie Luo, Nong Xiao:
Combining Static and Dynamic Load Balance in Parallel Routing for FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(9): 1850-1863 (2021) - [j6]Minghua Shen, Guojie Luo, Nong Xiao:
Coarse-Grained Parallel Routing With Recursive Partitioning for FPGAs. IEEE Trans. Parallel Distributed Syst. 32(4): 884-899 (2021) - [j5]Jiangsu Du, Xin Zhu, Minghua Shen, Yunfei Du, Yutong Lu, Nong Xiao, Xiangke Liao:
Model Parallelism Optimization for Distributed Inference Via Decoupled CNN Structure. IEEE Trans. Parallel Distributed Syst. 32(7): 1665-1676 (2021) - [c24]Aoxiang Qin, Minghua Shen, Nong Xiao:
A Practical High-Level Synthesis Framework. ASICON 2021: 1-4 - [c23]Minghua Shen, Nong Xiao:
Load Balance-Centric Distributed Parallel Routing for Large-Scale FPGAs. FPL 2021: 242-248 - [c22]Hongzheng Chen, Minghua Shen, Nong Xiao, Yutong Lu:
Krill: a compiler and runtime system for concurrent graph processing. SC 2021: 51 - 2020
- [j4]Minghua Shen, Wentai Zhang, Guojie Luo, Nong Xiao:
Serial-Equivalent Static and Dynamic Parallel Routing for FPGAs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(2): 411-423 (2020) - [j3]Minghua Shen, Hongzheng Chen, Nong Xiao:
Entropy-Directed Scheduling for FPGA High-Level Synthesis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2588-2601 (2020) - [j2]Minghua Shen, Guojie Luo, Nong Xiao:
EEPC: A Framework for Energy-Efficient Parallel Control of Connected Cars. IEEE Trans. Parallel Distributed Syst. 31(1): 64-79 (2020) - [c21]Minghua Shen, Nong Xiao:
Towards Serial-Equivalent Multi-Core Parallel Routing for FPGAs. DATE 2020: 1139-1144 - [c20]Jiangsu Du, Minghua Shen, Yunfei Du:
A Distributed In-Situ CNN Inference System for IoT Applications. ICCD 2020: 279-287
2010 – 2019
- 2019
- [j1]Minghua Shen, Guojie Luo, Nong Xiao:
Exploring GPU-Accelerated Routing for FPGAs. IEEE Trans. Parallel Distributed Syst. 30(6): 1331-1345 (2019) - [c19]Wentai Zhang, Jiaxi Zhang, Minghua Shen, Guojie Luo, Nong Xiao:
An Efficient Mapping Approach to Large-Scale DNNs on Multi-FPGA Architectures. DATE 2019: 1241-1244 - [c18]Minghua Shen, Nong Xiao:
Raparo: Resource-Level Angle-Based Parallel Routing for FPGAs. FCCM 2019: 312 - [c17]Hongzheng Chen, Minghua Shen:
A Deep-Reinforcement-Learning-Based Scheduler for High-Level Synthesis. FPGA 2019: 117 - [c16]Minghua Shen, Nong Xiao:
Parrot: A More Effective Parallel Routing Approach to FPGAs. FPGA 2019: 119 - [c15]Hongzheng Chen, Minghua Shen:
A Deep-Reinforcement-Learning-Based Scheduler for FPGA HLS. ICCAD 2019: 1-8 - 2018
- [c14]Minghua Shen, Guojie Luo, Nong Xiao:
Exploiting Box Expansion and Grid Partitioning for Parallel FPGA Routing. FCCM 2018: 209 - [c13]Minghua Shen, Wentai Zhang, Nong Xiao, Guojie Luo:
Towards Serial-Equivalent Parallel Routing for FPGAs: (Abstract Only). FPGA 2018: 289 - [c12]Minghua Shen, Jiaxi Zhang, Nong Xiao, Guojie Luo:
BoxPlacer: Force Directed-Based Timing-Driven Placement for Large-Scale FPGAs: (Abstract Only). FPGA 2018: 290 - [c11]Wentai Zhang, Jiaxi Zhang, Minghua Shen, Nong Xiao, Guojie Luo:
Mapping Large-Scale DNNs on Asymmetric FPGAs: (Abstract Only). FPGA 2018: 291 - [c10]Qiangpu Chen, Minghua Shen, Nong Xiao:
DP-Pack: Distributed Parallel Packing for FPGAs. FPT 2018: 282-285 - [c9]Minghua Shen, Nong Xiao:
Fine-Grained Parallel Routing for FPGAs with Selective Expansion. ICCD 2018: 577-586 - [c8]Minghua Shen, Nong Xiao:
Load Balance-Aware Multi-Core Parallel Routing for Large-Scale FPGAs. ICCD 2018: 595-602 - 2017
- [c7]Minghua Shen, Guojie Luo:
Megrez: Parallelizing FPGA Routing with Strictly-Ordered Partitioning. FCCM 2017: 27 - [c6]Minghua Shen, Guojie Luo:
Corolla: GPU-Accelerated FPGA Routing Based on Subgraph Dynamic Expansion. FPGA 2017: 105-114 - [c5]Minghua Shen, Guojie Luo, Nong Xiao:
A coordinated synchronous and asynchronous parallel routing approach for FPGAs. ICCAD 2017: 577-584 - [c4]Minghua Shen, Nong Xiao, Guojie Luo:
Dependency-Aware Parallel Routing for Large-Scale FPGAs. ICCD 2017: 249-256 - [c3]Minghua Shen, Guojie Luo:
Tiguan: Energy-aware collision-free control for large-scale connected vehicles. ISLPED 2017: 1-6 - 2015
- [c2]Minghua Shen, Guojie Luo:
Accelerate FPGA Routing with Parallel Recursive Partitioning. ICCAD 2015: 118-125 - 2012
- [c1]Minghua Shen, Lin Zha, Zhi Liu, Shuhua Luo:
Interactive Object Segmentation Using Graph Cut and Contour Refinement. IFTC 2012: 103-109
Coauthor Index
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