Liang Luo

Orcid: 0000-0003-4222-7986

According to our database1, Liang Luo authored at least 89 papers between 2004 and 2024.

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Bibliography

2024
Visual Ship Image Synthesis and Classification Framework Based on Attention-DCGAN.
Int. J. Comput. Intell. Syst., December, 2024

A multidimensional fusion image stereo matching algorithm.
IET Image Process., May, 2024

Grade Prediction of Froth Flotation Based on Multistep Fusion Transformer Model.
IEEE Trans. Ind. Informatics, April, 2024

Algorithmic Information Theory for the Precise Engineering of Flexible Material Mechanics.
Mach. Learn. Knowl. Extr., March, 2024

A Novel Multidimensional Tensile, Shear, and Buckling Sensor for the Measurement of Flexible Fibrous Materials.
Sensors, January, 2024

An Accurate Prediction Method of Human Assembly Motion for Human-Robot Collaboration.
Symmetry, 2024

Wukong: Towards a Scaling Law for Large-Scale Recommendation.
CoRR, 2024

Disaggregated Multi-Tower: Topology-aware Modeling Technique for Efficient Large Scale Recommendation.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023
Revolutionizing interpretation education: a comprehensive automatic interpretation evaluation system based on composite genetic algorithm and backpropagation neural networks.
Soft Comput., December, 2023

An Image Stereo Matching Algorithm with Multi-Spectral Attention Mechanism.
Sensors, October, 2023

P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs.
IEEE Trans. Parallel Distributed Syst., August, 2023

Voting based double-weighted deterministic extreme learning machine model and its application.
Frontiers Neurorobotics, August, 2023

Identifying the Production-Living-Ecological Functional Structure of Haikou City by Integrating Empirical Knowledge with Multi-Source Data.
ISPRS Int. J. Geo Inf., July, 2023

Analyzing accessibility of car campgrounds through road network structure software in Beijing.
Comput. Electr. Eng., July, 2023

Geographically weighted regression with the integration of machine learning for spatial prediction.
J. Geogr. Syst., April, 2023

A dynamic quantum group blind signature scheme based on four-particle cluster state.
Quantum Inf. Process., March, 2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
Proc. VLDB Endow., 2023

P4SGD: Programmable Switch Enhanced Model-Parallel Training on Generalized Linear Models on Distributed FPGAs.
CoRR, 2023

Self-discipline on multiple channels.
CoRR, 2023

PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.
CoRR, 2023

Optimizing Media Streaming in Edge-Cloud Systems: Leveraging Geography and User Behavior.
Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models.
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

CTW-Net: A Deeper Multiscale Feature Fusion W-Shaped Network for Medical Image Segmentation.
Proceedings of the 9th IEEE International Conference on Cloud Computing and Intelligent Systems, 2023

2022
Service-Oriented Reliability Modeling and Autonomous Optimization of Reliability for Public Cloud Computing Systems.
IEEE Trans. Reliab., 2022

An Electromagnetic Variable Inertance and Damping Seat Suspension With Controllable Circuits.
IEEE Trans. Ind. Electron., 2022

Satellite-Based Evidences to Improve Cropland Productivity on the High-Standard Farmland Project Regions in Henan Province, China.
Remote. Sens., 2022

DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.
CoRR, 2022

Joint learning affinity matrix and representation matrix for robust low-rank multi-kernel clustering.
Appl. Intell., 2022

NetHint: White-Box Networking for Multi-Tenant Data Centers.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022


Research on Soil Moisture Prediction Based on LSTM-Transformer Model.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

Diffusion Optimization Algorithm Based on Membrane Calculation.
Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

2021
Cloud Collectives: Towards Cloud-aware Collectives forML Workloads with Rank Reordering.
CoRR, 2021

Accelerating SpMM Kernel with Cache-First Edge Sampling for Graph Neural Networks.
CoRR, 2021

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models.
CoRR, 2021

Characterizing and Taming Resolution in Convolutional Neural Networks.
Proceedings of the IEEE International Symposium on Workload Characterization, 2021

2020
Towards More Efficient Communication for Distributed Learning Systems.
PhD thesis, 2020

A Geometric Accuracy Error Analysis Method for Turn-Milling Combined NC Machine Tool.
Symmetry, 2020

A diffusion algorithm based on P systems for continuous global optimization.
J. Comput. Sci., 2020

Srift: Swift and Thrift Cloud-Based Distributed Training.
CoRR, 2020

An Associative Optimizing Method on Reliability and Cost in Clouds.
IEEE Access, 2020

Adaptive Rule Engine for Anomaly Detection in 5G Mobile Edge Computing.
Proceedings of the 20th IEEE International Conference on Software Quality, 2020

Reliability Service Assurance in Public Clouds based on Blockchain.
Proceedings of the 20th IEEE International Conference on Software Quality, 2020

PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud.
Proceedings of the Third Conference on Machine Learning and Systems, 2020

Robust Multiple Kernel Subspace Clustering Based on Low Rank Consensus Kernel Learning.
Proceedings of the EITCE 2020: 4th International Conference on Electronic Information Technology and Computer Engineering, Xiamen, China, 6 November, 2020, 2020

2019
Improving Failure Tolerance in Large-Scale Cloud Computing Systems.
IEEE Trans. Reliab., 2019

Optimizing dynamic survivability and security of replicated data in cloud systems under co-residence attacks.
Reliab. Eng. Syst. Saf., 2019

Influence of failure propagation on mission abort policy in heterogeneous warm standby systems.
Reliab. Eng. Syst. Saf., 2019

Joint optimal checkpointing and rejuvenation policy for real-time computing tasks.
Reliab. Eng. Syst. Saf., 2019

A stochastic image denoising method based on adaptive patch-size.
Multidimens. Syst. Signal Process., 2019

A Performance Modeling Approach for Mobile Cloud System.
Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Physarum-Based Ant Colony Optimization for Graph Coloring Problem.
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Reliability Modeling and Optimization for Large-Scale Network Systems.
Proceedings of the 19th IEEE International Conference on Software Quality, 2019

2018
Parameter Hub: High Performance Parameter Servers for Efficient Distributed Deep Neural Network Training.
CoRR, 2018

Multi-feature fusion tree trunk detection and orchard mobile robot localization using camera/ultrasonic sensors.
Comput. Electron. Agric., 2018

A Qos-Driven Approach to the Cloud Service Addressing Attributes of Security.
IEEE Access, 2018

Troubleshooting Transiently-Recurring Errors in Production Systems with Blame-Proportional Logging.
Proceedings of the 2018 USENIX Annual Technical Conference, 2018

An Unsupervised Parameter Grouping Algorithm for Combinatorial Testing.
Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

An Interaction-Enhanced Feature Selection Algorithm.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

An Efficient Similarity Measure for Collaborative Filtering.
Proceedings of the 2018 International Conference on Identification, 2018

A Novel Surveillance Video Processing Using Stochastic Low-Rank And Generalized Low-Rank Approximation Techniques.
Proceedings of the 2018 International Conference on Machine Learning and Cybernetics, 2018

Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
An Information Theory Based Approach for Identifying Influential Spreaders in Temporal Networks.
Proceedings of the Cyberspace Safety and Security - 9th International Symposium, 2017

An Elitist Non-dominated Sorting Hybrid Evolutionary Algorithm for Multi-objective Constrained Ship Arrangements Optimization Problem.
Proceedings of the Bio-inspired Computing: Theories and Applications, 2017

IncBricks: Toward In-Network Computation with an In-Network Cache.
Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016
Fano Resonance Based on Metal-Insulator-Metal Waveguide-Coupled Double Rectangular Cavities for Plasmonic Nanosensors.
Sensors, 2016

Image denoising via bidirectional low rank representation with cluster adaptive dictionary.
IET Image Process., 2016

Performance Analysis of Cloud Service Considering Reliability.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

Reliability-Performance-Energy Joint Modeling and Optimization for a Big Data Task.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

A Resource Optimization Algorithm of Cloud Data Center Based on Correlated Model of Reliability, Performance and Energy.
Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

LASER: Light, Accurate Sharing dEtection and Repair.
Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

2015
A divide-and-conquer stochastic alterable direction image denoising method.
Signal Process., 2015

A Refractive Index Sensor Based on a Metal-Insulator-Metal Waveguide-Coupled Ring Resonator.
Sensors, 2015

Optimisation Design of Coupling Region Based on SOI Micro-Ring Resonator.
Micromachines, 2015

Enhancing Sumerian Lemmatization by Unsupervised Named-Entity Recognition.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A Heuristic Resource Scheduling Algorithm of Cloud Computing Based on Polygons Correlation Calculation.
Proceedings of the 12th IEEE International Conference on e-Business Engineering, 2015

Detection performance and robustness of segmented replica correlator processors in fast fading distortion channels.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Unsupervised Sumerian Personal Name Recognition.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014
Adaptive control design for a class of nonlinear systems based on fuzzy logic systems with scalers and saturators.
Int. J. Syst. Sci., 2014

2013
Simulation of power consumption of cloud data centers.
Simul. Model. Pract. Theory, 2013

A Heuristics Approach for Reducing Power Consumption of Cloud Data Center.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
GreenPipe: A Hadoop Based Workflow System on Energy-efficient Clouds.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A resource scheduling algorithm of cloud computing based on energy efficient optimization methods.
Proceedings of the 2012 International Green Computing Conference, 2012

2010
An improved ant colony optimization for the communication network routing problem.
Math. Comput. Model., 2010

2006
Study on Population Distribution Characteristics and Pattern Based on RS and GIS in Mountainous Region: A Case Study of Tianshui District, China.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

Remote Sensing Image Based Study on the Spatial Evolvement and Mechanism of Urban Residential District in China Since 1949: A Case Study of the Valley-basin City, Lanzhou.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004
View Dependent Stochastic Sampling for Efficient Rendering of Point Sampled Surfaces.
Proceedings of the 12-th International Conference in Central Europe on Computer Graphics, 2004


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