Xiaoyong Liu

Orcid: 0000-0002-0795-841X

According to our database1, Xiaoyong Liu authored at least 48 papers between 2000 and 2024.

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



In proceedings 
PhD thesis 


On csauthors.net:


Hybrid network of convolutional neural network and transformer for deepfake geographic image detection.
J. Electronic Imaging, 2024

Learning Cognitive Features as Complementary for Facial Expression Recognition.
Int. J. Intell. Syst., 2024

Heuristic objective for facial expression recognition.
Vis. Comput., October, 2023

Multi-scale convolutional attention network for lightweight image super-resolution.
J. Vis. Commun. Image Represent., September, 2023

A survey of drug-target interaction and affinity prediction methods via graph neural networks.
Comput. Biol. Medicine, September, 2023

Swin-Conv-Dspp and Global Local Transformer for Remote Sensing Image Semantic Segmentation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

MDFENet: A Multiscale Difference Feature Enhancement Network for Remote Sensing Change Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification.
Remote. Sens., 2023

AI-Generated Face Image Identification with Different Color Space Channel Combinations.
Sensors, 2022

An Innovative Data Integrity Verification Scheme in the Internet of Things assisted information exchange in transportation systems.
Clust. Comput., 2022

Whale: Efficient Giant Model Training over Heterogeneous GPUs.
Proceedings of the 2022 USENIX Annual Technical Conference, 2022

AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures.
Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

A novel parameter optimisation method of hydraulic turbine regulating system based on fuzzy differential evolution algorithm and fuzzy PID controller.
Int. J. Bio Inspired Comput., 2021

DAPPLE: a pipelined data parallel approach for training large models.
Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021

DISC: A Dynamic Shape Compiler for Machine Learning Workloads.
Proceedings of the EuroMLSys@EuroSys 2021, 2021

SpaAbr: Size Prediction Assisted Adaptive Bitrate Algorithm for Scalable Video Coding Contents.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2021

Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads.
CoRR, 2020

DaSGD: Squeezing SGD Parallelization Performance in Distributed Training Using Delayed Averaging.
CoRR, 2020

EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

Fault detection based on LP-SVR interval regression model with L<sub>1</sub>-Norm minimization.
J. Intell. Fuzzy Syst., 2019

Face Detection and Segmentation with Generalized Intersection over Union Based on Mask R-CNN.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Parameter optimization of support vector regression based on sine cosine algorithm.
Expert Syst. Appl., 2018

A novel prediction model based on particle swarm optimization and adaptive neuro-fuzzy inference system.
J. Intell. Fuzzy Syst., 2017

Strong Tracking Filter-Based Fault Diagnosis of Networked Control System with Multiple Packet Dropouts and Parameter Perturbations.
Circuits Syst. Signal Process., 2016

Support Vector Machine with Ensemble Tree Kernel for Relation Extraction.
Comput. Intell. Neurosci., 2016

A Directional Recognition Algorithm of Semantic Relation for Literature-Based Discovery.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Characterization and Optimization of a Single-Transistor Active Pixel Image Sensor with Floating Junction Connected to Floating Gate.
J. Sensors, 2015

Investigation of a GaN-on-Si HEMT optimized for the 5th-generation wireless communication.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

Hidden Markov model parameters estimation with independent multiple observations and inequality constraints.
IET Signal Process., 2014

Evaluation on anti-interference to WLAN equipments for spatial deployment of CBTC systems in tunnels.
Proceedings of the 2014 IEEE/CIC International Conference on Communications in China, 2014

Literature-based knowledge discovery: the state of the art
CoRR, 2012

A Hybrid Model for Credit Evaluation Problem.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

An Effective Clustering Algorithm With Ant Colony.
J. Comput., 2010

A Modified Support Vector Machine model for Credit Scoring.
Int. J. Comput. Intell. Syst., 2010

Radial Basis Function Neural Network Based on PSO with Mutation Operation to Solve Function Approximation Problem.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

Clustering Algorithm with Ant Colony Based on Stochastic Best Solution Kept.
Proceedings of the PACIIA 2008, 2008

Design of Pneumatic Cable Maintenance Robot.
Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008

Evaluating Text Representations for Retrieval of the Best Group of Documents.
Proceedings of the Advances in Information Retrieval , 2008

Representing clusters for retrieval.
Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Statistical language modeling for information retrieval.
Annu. Rev. Inf. Sci. Technol., 2005

Finding experts in community-based question-answering services.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Automatic recognition of reading levels from user queries.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

Cluster-based retrieval using language models.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

UMass at TREC 2003: HARD and QA.
Proceedings of The Twelfth Text REtrieval Conference, 2003

Passage retrieval based on language models.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Genre based Navigation on the Web.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Question Answering: CNLP at the TREC-9 Question Answering Track.
Proceedings of The Ninth Text REtrieval Conference, 2000

Word Sense Disambiguation for Cross-Language Information Retrieval.
Proceedings of the 6th Applied Natural Language Processing Conference, 2000