Minghua Shen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 34

Top Topics

Parallel Architectures

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Fuyu Wang, Minghua Shen, Yutong Lu, Nong Xiao
TensorMap: A Deep RL-Based Tensor Mapping Framework for Spatial Accelerators. IEEE Trans. Computers 73 (8) (2024)
Fuyu Wang, Minghua Shen, Yufei Ding, Nong Xiao
Soter: Analytical Tensor-Architecture Modeling and Automatic Tensor Program Tuning for Spatial Accelerators. ISCA (2024)
Fuyu Wang, Minghua Shen
Automatic Kernel Generation for Large Language Models on Deep Learning Accelerators. ICCAD (2023)
Yingpeng Wen, Qinliang Su, Minghua Shen, Nong Xiao
Improving the exploration efficiency of DQNs via the confidence bound methods. Appl. Intell. 52 (13) (2022)
Jinxi Kuang, Minghua Shen, Yutong Lu, Nong Xiao
Exploiting data locality in memory for ORAM to reduce memory access overheads. DAC (2022)
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) (2021)
Aoxiang Qin, Minghua Shen, Nong Xiao
A Practical High-Level Synthesis Framework. ASICON (2021)
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) (2021)
Hongzheng Chen, Minghua Shen, Nong Xiao, Yutong Lu
Krill: a compiler and runtime system for concurrent graph processing. SC (2021)
Minghua Shen, Nong Xiao
Load Balance-Centric Distributed Parallel Routing for Large-Scale FPGAs. FPL (2021)
Minghua Shen, Guojie Luo, Nong Xiao
Coarse-Grained Parallel Routing With Recursive Partitioning for FPGAs. IEEE Trans. Parallel Distributed Syst. 32 (4) (2021)
Minghua Shen, Nong Xiao
Towards Serial-Equivalent Multi-Core Parallel Routing for FPGAs. DATE (2020)
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) (2020)
Minghua Shen, Guojie Luo, Nong Xiao
EEPC: A Framework for Energy-Efficient Parallel Control of Connected Cars. IEEE Trans. Parallel Distributed Syst. 31 (1) (2020)
Jiangsu Du, Minghua Shen, Yunfei Du
A Distributed In-Situ CNN Inference System for IoT Applications. ICCD (2020)
Minghua Shen, Hongzheng Chen, Nong Xiao
Entropy-Directed Scheduling for FPGA High-Level Synthesis. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Minghua Shen, Nong Xiao
Raparo: Resource-Level Angle-Based Parallel Routing for FPGAs. FCCM (2019)
Wentai Zhang, Jiaxi Zhang, Minghua Shen, Guojie Luo, Nong Xiao
An Efficient Mapping Approach to Large-Scale DNNs on Multi-FPGA Architectures. DATE (2019)
Hongzheng Chen, Minghua Shen
A Deep-Reinforcement-Learning-Based Scheduler for FPGA HLS. ICCAD (2019)
Minghua Shen, Nong Xiao
Parrot: A More Effective Parallel Routing Approach to FPGAs. FPGA (2019)
Hongzheng Chen, Minghua Shen
A Deep-Reinforcement-Learning-Based Scheduler for High-Level Synthesis. FPGA (2019)
Minghua Shen, Guojie Luo, Nong Xiao
Exploring GPU-Accelerated Routing for FPGAs. IEEE Trans. Parallel Distributed Syst. 30 (6) (2019)
Minghua Shen, Nong Xiao
Load Balance-Aware Multi-Core Parallel Routing for Large-Scale FPGAs. ICCD (2018)
Minghua Shen, Wentai Zhang, Nong Xiao, Guojie Luo
Towards Serial-Equivalent Parallel Routing for FPGAs: (Abstract Only). FPGA (2018)
Minghua Shen, Guojie Luo, Nong Xiao
Exploiting Box Expansion and Grid Partitioning for Parallel FPGA Routing. FCCM (2018)
Minghua Shen, Jiaxi Zhang, Nong Xiao, Guojie Luo
BoxPlacer: Force Directed-Based Timing-Driven Placement for Large-Scale FPGAs: (Abstract Only). FPGA (2018)
Qiangpu Chen, Minghua Shen, Nong Xiao
DP-Pack: Distributed Parallel Packing for FPGAs. FPT (2018)
Wentai Zhang, Jiaxi Zhang, Minghua Shen, Nong Xiao, Guojie Luo
Mapping Large-Scale DNNs on Asymmetric FPGAs: (Abstract Only). FPGA (2018)
Minghua Shen, Nong Xiao
Fine-Grained Parallel Routing for FPGAs with Selective Expansion. ICCD (2018)
Minghua Shen, Nong Xiao, Guojie Luo
Dependency-Aware Parallel Routing for Large-Scale FPGAs. ICCD (2017)
Minghua Shen, Guojie Luo
Tiguan: Energy-aware collision-free control for large-scale connected vehicles. ISLPED (2017)
Minghua Shen, Guojie Luo
Corolla: GPU-Accelerated FPGA Routing Based on Subgraph Dynamic Expansion. FPGA (2017)
Minghua Shen, Guojie Luo, Nong Xiao
A coordinated synchronous and asynchronous parallel routing approach for FPGAs. ICCAD (2017)
Minghua Shen, Guojie Luo
Megrez: Parallelizing FPGA Routing with Strictly-Ordered Partitioning. FCCM (2017)
Minghua Shen, Guojie Luo
Accelerate FPGA Routing with Parallel Recursive Partitioning. ICCAD (2015)
Minghua Shen, Lin Zha, Zhi Liu, Shuhua Luo
Interactive Object Segmentation Using Graph Cut and Contour Refinement. IFTC (2012)