Shaoli Liu

Orcid: 0000-0002-4506-3262

According to our database1, Shaoli Liu authored at least 53 papers between 2005 and 2024.

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Bibliography

2024
A Multiple Species Railway Defects Detection Method Based on Sample Generation.
IEEE Trans. Instrum. Meas., 2024

2023
Latent Representation Self-Supervised Pose Network for Accurate Monocular Pipe Pose Estimation.
IEEE Trans. Ind. Informatics, May, 2023

2022
Rethinking the Importance of Quantization Bias, Toward Full Low-Bit Training.
IEEE Trans. Image Process., 2022


RCBSR: Re-parameterization Convolution Block for Super-Resolution.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022


2021
Clinical Study of Knee Osteoarthritis and Osteoporosis Based on Case History Analysis.
J. Medical Imaging Health Informatics, 2021

A Decomposable Winograd Method for N-D Convolution Acceleration in Video Analysis.
Int. J. Comput. Vis., 2021

Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report.
CoRR, 2021

Distilling Object Detectors with Feature Richness.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Domain-Specific Suppression for Adaptive Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

EVSRNet: Efficient Video Super-Resolution With Neural Architecture Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020
ParaML: A Polyvalent Multicore Accelerator for Machine Learning.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Machine Learning Computers With Fractal von Neumann Architecture.
IEEE Trans. Computers, 2020

Addressing Irregularity in Sparse Neural Networks Through a Cooperative Software/Hardware Approach.
IEEE Trans. Computers, 2020

Fixed-Point Back-Propagation Training.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DWM: A Decomposable Winograd Method for Convolution Acceleration.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Addressing Sparsity in Deep Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

BSHIFT: A Low Cost Deep Neural Networks Accelerator.
Int. J. Parallel Program., 2019

Float-Fix: An Efficient and Hardware-Friendly Data Type for Deep Neural Network.
Int. J. Parallel Program., 2019

A Universal, Rapid and Accurate Measurement for Bend Tubes Based on Multi-View Vision.
IEEE Access, 2019

Screw Insertion Method in Peg-in-Hole Assembly for Axial Friction Reduction.
IEEE Access, 2019

Deep Fusion: A Software Scheduling Method for Memory Access Optimization.
Proceedings of the Network and Parallel Computing, 2019

Cambricon-F: machine learning computers with fractal von neumann architecture.
Proceedings of the 46th International Symposium on Computer Architecture, 2019

Compiling Optimization for Neural Network Accelerators.
Proceedings of the Advanced Parallel Processing Technologies, 2019

Partition and Scheduling Algorithms for Neural Network Accelerators.
Proceedings of the Advanced Parallel Processing Technologies, 2019

2018
An Instruction Set Architecture for Machine Learning.
ACM Trans. Comput. Syst., 2018

基于社会网络分析法对信息流空间传播特征的研究 (Study on Spatial Propagation Characteristics of Information Flow Basedon Social Network Analysis Method).
计算机科学, 2018

BenchIP: Benchmarking Intelligence Processors.
J. Comput. Sci. Technol., 2018

Cambricon-S: Addressing Irregularity in Sparse Neural Networks through A Cooperative Software/Hardware Approach.
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

2017
An Accelerator for High Efficient Vision Processing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

DaDianNao: A Neural Network Supercomputer.
IEEE Trans. Computers, 2017

Preoperative surgical Planning for robot-Assisted Liver tumour Ablation Therapy based on Collision-Free reachable Workspaces.
Int. J. Robotics Autom., 2017

BENCHIP: Benchmarking Intelligence Processors.
CoRR, 2017

Stealth-ACK: stealth transmissions of NoC acknowledgements.
Sci. China Inf. Sci., 2017

TuNao: A High-Performance and Energy-Efficient Reconfigurable Accelerator for Graph Processing.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

2016
IMR: High-Performance Low-Cost Multi-Ring NoCs.
IEEE Trans. Parallel Distributed Syst., 2016

Registration technique for spatial curves based on multi-view reconstruction.
Int. J. Comput. Appl. Technol., 2016

Cambricon-X: An accelerator for sparse neural networks.
Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

Cambricon: An Instruction Set Architecture for Neural Networks.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

2015
FreeRider: Non-Local Adaptive Network-on-Chip Routing with Packet-Carried Propagation of Congestion Information.
IEEE Trans. Parallel Distributed Syst., 2015

A Small-Footprint Accelerator for Large-Scale Neural Networks.
ACM Trans. Comput. Syst., 2015

PuDianNao: A Polyvalent Machine Learning Accelerator.
Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

Stable Matching Scheduler for Single-ISA Heterogeneous Multi-core Processors.
Proceedings of the Advanced Parallel Processing Technologies, 2015

2014
Auxiliary stream for optimizing memory access of video decoders.
Sci. China Inf. Sci., 2014

Archipelago: A Floorplan Optimized for Concurrent Multiple Applications on Network-on-Chip.
Proceedings of the 9th IEEE International Conference on Networking, 2014

DaDianNao: A Machine-Learning Supercomputer.
Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

2013
Motion Estimation Without Integer-Pel Search.
IEEE Trans. Image Process., 2013

2012
Global Adaptive Routing Algorithm Without Additional Congestion Propagation Network
CoRR, 2012

2011
Interior point-based method for surgical planning and risk analysis of robot-assisted liver tumor coagulation therapy system.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Deformation simulation for the needle insertion into liver.
Proceedings of the 2011 IEEE International Conference on Robotics and Biomimetics, 2011

Video Encoding without Integer-Pel Motion Estimation.
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011

2005
DNA-based Algorithm for 0-1 Planning Problem.
Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005


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