Yun Liang

Most-cited papers

Automated systolic array architecture synthesis for high throughput CNN inference on FPGAs
Xuechao Wei, C. Yu, P. Zhang, Youxiang Chen +4 more
2017Design Automation Conference424 citations
Semantic Scholar
Evaluating Fast Algorithms for Convolutional Neural Networks on FPGAs
Yun Liang, Li-Qiang Lu, Qingcheng Xiao, Shengen Yan
2020IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems317 citations
Semantic Scholar
FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System
Si-Ze Zheng, Yun Liang, Shuo Wang, Ren-Ze Chen +1 more
2020International Conference on Architectural Support for Programming Languages and Operating Systems256 citations
Semantic Scholar
C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs
Shuo Wang, Zhe Li, Caiwen Ding, Bo Yuan +3 more
2018Symposium on Field Programmable Gate Arrays216 citations Open access
Semantic Scholar
Exploring heterogeneous algorithms for accelerating deep convolutional neural networks on FPGAs
Qingcheng Xiao, Yun Liang, Li-Qiang Lu, Shengen Yan +1 more
2017Design Automation Conference202 citations
Semantic Scholar
An Efficient Hardware Accelerator for Sparse Convolutional Neural Networks on FPGAs
Li-Qiang Lu, Jiaming Xie, Ruirui Huang, Jiansong Zhang +2 more
2019IEEE Symposium on Field-Programmable Custom Computing Machines142 citations
Semantic Scholar
Coordinated static and dynamic cache bypassing for GPUs
Xiao-Long Xie, Yun Liang, Yu Wang, Guang-Yu Sun +1 more
2015International Symposium on High-Performance Computer Architecture136 citations
Semantic Scholar
COMBA: A comprehensive model-based analysis framework for high level synthesis of real applications
Jieru Zhao, Liang Feng, Sharad Sinha, Wei Zhang +2 more
20172017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)129 citations
Semantic Scholar
Lin-Analyzer: A high-level performance analysis tool for FPGA-based accelerators
G. Zhong, A. Prakash, Yun Liang, T. Mitra +1 more
2016Design Automation Conference120 citations
Semantic Scholar
SpWA: An Efficient Sparse Winograd Convolutional Neural Networks Accelerator on FPGAs
Li-Qiang Lu, Yun Liang
2018Design Automation Conference110 citations
Semantic Scholar
Improving high level synthesis optimization opportunity through polyhedral transformations
Wei Zuo, Yun Liang, Peng Li, K. Rupnow +2 more
2013Symposium on Field Programmable Gate Arrays108 citations
Semantic Scholar
REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs
Caiwen Ding, Shuo Wang, Ning Liu, Kaidi Xu +2 more
2019Symposium on Field Programmable Gate Arrays105 citations Open access
Semantic Scholar
An efficient compiler framework for cache bypassing on GPUs
Xiao-Long Xie, Yun Liang, Guang-Yu Sun, De-Ming Chen
20132013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)103 citations
Semantic Scholar
Efficient GPU Spatial-Temporal Multitasking
Yun Liang, Huynh Phung Huynh, K. Rupnow, R. Goh +1 more
2015IEEE Transactions on Parallel and Distributed Systems95 citations
Semantic Scholar
High-Level Synthesis: Productivity, Performance, and Software Constraints
Yun Liang, K. Rupnow, Yi-Nan Li, Dongbo Min +2 more
2012Journal of Electrical and Computer Engineering93 citations Open access
Semantic Scholar
TGPA: Tile-Grained Pipeline Architecture for Low Latency CNN Inference
Xuechao Wei, Yun Liang, Xiuhong Li, C. Yu +2 more
20182018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)89 citations
Semantic Scholar
Hi-fi playback: Tolerating position errors in shift operations of racetrack memory
Chao Zhang, Guang-Yu Sun, Xian Zhang, Weiqi Zhang +6 more
2015International Symposium on Computer Architecture89 citations Open access
Semantic Scholar
A coordinated tiling and batching framework for efficient GEMM on GPUs
Xiuhong Li, Yun Liang, Shengen Yan, Liancheng Jia +1 more
2019ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming85 citations
Semantic Scholar
Enabling coordinated register allocation and thread-level parallelism optimization for GPUs
Xiao-Long Xie, Yun Liang, Xiuhong Li, Yudong Wu +3 more
2015Micro69 citations
Semantic Scholar
Design Space exploration of FPGA-based accelerators with multi-level parallelism
G. Zhong, A. Prakash, Siqi Wang, Yun Liang +2 more
2017Design, Automation and Test in Europe66 citations
Semantic Scholar
Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion
Si-Ze Zheng, Siyuan Chen, Peidi Song, Ren-Ze Chen +5 more
2023International Symposium on High-Performance Computer Architecture65 citations
Semantic Scholar
Optimizing and auto-tuning scale-free sparse matrix-vector multiplication on Intel Xeon Phi
Wai-Teng Tang, Ruizhe Zhao, Mian Lu, Yun Liang +3 more
2015IEEE/ACM International Symposium on Code Generation and Optimization61 citations
Semantic Scholar
Overcoming Data Transfer Bottlenecks in FPGA-based DNN Accelerators via Layer Conscious Memory Management
Xuechao Wei, Yun Liang, J. Cong
2019Design Automation Conference60 citations
Semantic Scholar
An Accurate GPU Performance Model for Effective Control Flow Divergence Optimization
Yun Liang, M. T. Satria, K. Rupnow, De-Ming Chen
2012IEEE International Parallel and Distributed Processing Symposium55 citations
Semantic Scholar
A real-time 3D sound localization system with miniature microphone array for virtual reality
Shengkui Zhao, Syed Hassan Ahmed, Yun Liang, K. Rupnow +2 more
20122012 7th IEEE Conference on Industrial Electronics and Applications (ICIEA)55 citations
Semantic Scholar
SuSy: A Programming Model for Productive Construction of High-Performance Systolic Arrays on FPGAs
Yi-Hsiang Lai, Hongbo Rong, Si-Ze Zheng, Weihao Zhang +12 more
20202020 IEEE/ACM International Conference On Computer Aided Design (ICCAD)53 citations
Semantic Scholar
Performance Modeling and Directives Optimization for High-Level Synthesis on FPGA
Jieru Zhao, Liang Feng, Sharad Sinha, Wei Zhang +2 more
2020IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems53 citations
Semantic Scholar
Fork Path: Improving efficiency of ORAM by removing redundant memory accesses
Xian Zhang, Guang-Yu Sun, Chao Zhang, Weiqi Zhang +4 more
2015Micro53 citations
Semantic Scholar
Optimizing the MapReduce framework on Intel Xeon Phi coprocessor
Mian Lu, Lei Zhang, Huynh Phung Huynh, Zhongliang Ong +4 more
2013BigData Congress [Services Society]53 citations Open access
Semantic Scholar
FlexCL: An analytical performance model for OpenCL workloads on flexible FPGAs
Shuo Wang, Yun Liang, Wei Zhang
2017Design Automation Conference51 citations
Semantic Scholar
Frequency Improvement of Systolic Array-Based CNNs on FPGAs
Jiaxi Zhang, Wentai Zhang, Guojie Luo, Xuechao Wei +2 more
2019International Symposium on Circuits and Systems49 citations
Semantic Scholar
CuMF_SGD: Parallelized Stochastic Gradient Descent for Matrix Factorization on GPUs
Xiao-Long Xie, Wei Tan, L. Fong, Yun Liang
2017IEEE International Symposium on High-Performance Parallel Distributed Computing48 citations
Semantic Scholar
Design space exploration of multiple loops on FPGAs using high level synthesis
G. Zhong, Vanchinathan Venkataramani, Yun Liang, T. Mitra +1 more
2014ICCD47 citations Open access
Semantic Scholar
An Efficient Hardware Design for Accelerating Sparse CNNs With NAS-Based Models
Yun Liang, Li-Qiang Lu, Yicheng Jin, Jiaming Xie +3 more
2021IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems46 citations Open access
Semantic Scholar
WCET-centric partial instruction cache locking
Huping Ding, Yun Liang, T. Mitra
2012DAC Design Automation Conference 201242 citations
Semantic Scholar
WCET-Centric dynamic instruction cache locking
Huping Ding, Yun Liang, T. Mitra
2014Design, Automation and Test in Europe31 citations
Semantic Scholar
Run-time technique for simultaneous aging and power optimization in GPGPUs
Xiaoming Chen, Yu Wang, Yun Liang, Yuan Xie +1 more
2014Design Automation Conference31 citations
Semantic Scholar
Generating Systolic Array Accelerators With Reusable Blocks
Liancheng Jia, Li-Qiang Lu, Xuechao Wei, Yun Liang
2020IEEE Micro30 citations Open access
Semantic Scholar
MrPhi: An Optimized MapReduce Framework on Intel Xeon Phi Coprocessors
Mian Lu, Yun Liang, Huynh Phung Huynh, Zhongliang Ong +2 more
2015IEEE Transactions on Parallel and Distributed Systems30 citations
Semantic Scholar
Enabling Efficient Fast Convolution Algorithms on GPUs via MegaKernels
Liancheng Jia, Yun Liang, Xiuhong Li, Li-Qiang Lu +1 more
2020IEEE transactions on computers27 citations Open access
Semantic Scholar
A comprehensive framework for synthesizing stencil algorithms on FPGAs using OpenCL model
Shuo Wang, Yun Liang
2017Design Automation Conference27 citations
Semantic Scholar
Efficient kernel management on GPUs
Xiuhong Li, Yun Liang
2016Design, Automation and Test in Europe27 citations
Semantic Scholar
HECTOR: A Multi-level Intermediate Representation for Hardware Synthesis Methodologies
Rui-Fan Xu, You-Lin Xiao, Jin Luo, Yun Liang
20222022 IEEE/ACM International Conference On Computer Aided Design (ICCAD)25 citations
Semantic Scholar
FCUDA-NoC: A Scalable and Efficient Network-on-Chip Implementation for the CUDA-to-FPGA Flow
Yao Chen, S. Gurumani, Yun Liang, Guofeng Li +3 more
2016IEEE Transactions on Very Large Scale Integration (vlsi) Systems25 citations
Semantic Scholar
Throughput optimization for streaming applications on CPU-FPGA heterogeneous systems
Xuechao Wei, Yun Liang, Tao Wang, Song-Wu Lu +1 more
2017Asia and South Pacific Design Automation Conference23 citations
Semantic Scholar
Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
Zhe Li, Shuo Wang, Caiwen Ding, Qinru Qiu +2 more
2018International Conference on Learning Representations22 citations
Semantic Scholar
Shared cache aware task mapping for WCRT minimization
Huping Ding, Yun Liang, T. Mitra
2013Asia and South Pacific Design Automation Conference22 citations
Semantic Scholar
High-level synthesis of multiple dependent CUDA kernels on FPGA
S. Gurumani, Hisham Cholakkal, Yun Liang, K. Rupnow +1 more
2013Asia and South Pacific Design Automation Conference20 citations
Semantic Scholar
Real-time implementation and performance optimization of 3D sound localization on GPUs
Yun Liang, Zheng Cui, Shengkui Zhao, K. Rupnow +3 more
2012Design, Automation and Test in Europe20 citations
Semantic Scholar
Fune: An FPGA Tuning Framework for CNN Acceleration
Qingcheng Xiao, Yun Liang
2020IEEE design & test18 citations
Semantic Scholar