Longjun Liu

Orcid: 0000-0002-7467-4994

According to our database1, Longjun Liu authored at least 49 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
RepCo: Replenish sample views with better consistency for contrastive learning.
Neural Networks, November, 2023

Hierarchical Model Compression via Shape-Edge Representation of Feature Maps - an Enlightenment From the Primate Visual System.
IEEE Trans. Multim., 2023

Examining how and when digital platform capabilities drive technological innovation: a strategic information perspective.
J. Enterp. Inf. Manag., 2023

Design Hybrid Computing Architecture for Accelerating Point Cloud Registration.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Cross-Layer Patch Alignment and Intra-and-Inter Patch Relations for Knowledge Distillation.
Proceedings of the IEEE International Conference on Image Processing, 2023

2022
FCHP: Exploring the Discriminative Feature and Feature Correlation of Feature Maps for Hierarchical DNN Pruning and Compression.
IEEE Trans. Circuits Syst. Video Technol., 2022

Robust and Efficient Star Identification Algorithm based on 1-D Convolutional Neural Network.
IEEE Trans. Aerosp. Electron. Syst., 2022

Sandwich Integration Technique for the Pressure Sensor Detection of Occlusal Force In Vitro.
Sensors, 2022

CMD: controllable matrix decomposition with global optimization for deep neural network compression.
Mach. Learn., 2022

DFSNet: Dividing-fuse deep neural networks with searching strategy for distributed DNN architecture.
Neurocomputing, 2022

Rethinking the Mechanism of the Pattern Pruning and the Circle Importance Hypothesis.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CMB: A Novel Structural Re-parameterization Block without Extra Training Parameters.
Proceedings of the International Joint Conference on Neural Networks, 2022

A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness.
Proceedings of the Asian Conference on Machine Learning, 2022

2021
Exploring Highly Dependable and Efficient Datacenter Power System Using Hybrid and Hierarchical Energy Buffers.
IEEE Trans. Sustain. Comput., 2021

Lane Shared Bit-Pragmatic Deep Neural Network Computing Architecture and Circuit.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

Dynamic Dataflow Scheduling and Computation Mapping Techniques for Efficient Depthwise Separable Convolution Acceleration.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

HSC: Leveraging horizontal shortcut connections for improving accuracy and computational efficiency of lightweight CNN.
Neurocomputing, 2021

AKECP: Adaptive Knowledge Extraction from Feature Maps for Fast and Efficient Channel Pruning.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Exploring Effective DNN Models for Forensic Age Estimation based on Panoramic Radiograph Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

Adaptive Weight Mapping Strategy to Address the Parasitic Effects for ReRAM-based Neural Networks.
Proceedings of the 14th IEEE International Conference on ASIC, 2021

2020
Toward Customized Hybrid Fuel-Cell and Battery-powered Mobile Device for Individual Users.
ACM Trans. Embed. Comput. Syst., 2020

Intelligent Occlusion Stabilization Splint with Stress-Sensor System for Bruxism Diagnosis and Treatment.
Sensors, 2020

Designing Efficient Shortcut Architecture for Improving the Accuracy of Fully Quantized Neural Networks Accelerator.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

Exploiting Variable Precision Computation Array for Scalable Neural Network Accelerators.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems, 2020

2019
Efficient Compression-Based Line Buffer Design for Image/Video Processing Circuits.
IEEE Trans. Very Large Scale Integr. Syst., 2019

Architectural Exploration to Address the Reliability Challenges for ReRAM-Based Buffer in SSD.
IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Research on Multi-Level Priority Polling MAC Protocol in FPGA Tactical Data Chain.
IEEE Access, 2019

REcache: Efficient Sustainable Energy Management Circuits and Policies for Computing Systems.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Exploring Customizable Heterogeneous Power Distribution and Management for Datacenter.
IEEE Trans. Parallel Distributed Syst., 2018

Exploring Resource-Aware Deep Neural Network Accelerator and Architecture Design.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

2017
Managing Battery Aging for High Energy Availability in Green Datacenters.
IEEE Trans. Parallel Distributed Syst., 2017

2016
RE-UPS: an adaptive distributed energy storage system for dynamically managing solar energy in green datacenters.
J. Supercomput., 2016

Design of DS/FH Hybrid Spread Spectrum System Based on FPGA.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Towards an Adaptive Multi-Power-Source Datacenter.
Proceedings of the 2016 International Conference on Supercomputing, 2016

HOPE: Enabling Efficient Service Orchestration in Software-Defined Data Centers.
Proceedings of the 2016 International Conference on Supercomputing, 2016

2015
Leveraging Heterogeneous Power for Improving Datacenter Efficiency and Resiliency.
IEEE Comput. Archit. Lett., 2015

HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy.
Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

Towards sustainable in-situ server systems in the big data era.
Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

BAAT: Towards Dynamically Managing Battery Aging in Green Datacenters.
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015

2014
Towards Automated Provisioning and Emergency Handling in Renewable Energy Powered Datacenters.
J. Comput. Sci. Technol., 2014

Leveraging distributed UPS energy for managing solar energy powered data centers.
Proceedings of the International Green Computing Conference, 2014

2013
Enabling datacenter servers to scale out economically and sustainably.
Proceedings of the 46th Annual IEEE/ACM International Symposium on Microarchitecture, 2013

2012
Design and implementation of a video display processing SoC for full HD LCD TV.
Proceedings of the International SoC Design Conference, 2012

Spatio-temporal adaptive 2D to 3D video conversion for 3DTV.
Proceedings of the IEEE International Conference on Consumer Electronics, 2012

2011
A high performance and low cost video processing SoC for digital HDTV systems.
Proceedings of the 2011 IEEE 9th International Conference on ASIC, 2011

2005
Does more uniformly distributed sampling generally lead to more accurate prediction in computer experiments?
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Could Enough Samples be more Important than Better Designs for Computer Experiments?
Proceedings of the Proceedings 38th Annual Simulation Symposium (ANSS-38 2005), 2005


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