Xiaoyong Liu

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 29

Top Topics

Facial Expression Recognition

Inequality Constraints

Top Venues

J. Intell. Fuzzy Syst.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Comput. Intell. Neurosci.

Publications

Huacong Zhou, Xiangling Xiao, Huihui Li, Xiaoyong Liu, Peng Liang
Hybrid Shunted Transformer embedding UNet for remote sensing image semantic segmentation. Neural Comput. Appl. 36 (25) (2024)
Xiaoyong Liu, Xiaofei Dong, Feng Xie, Pei Lu, Xi Lu, Mingzhong Jiang
Hybrid network of convolutional neural network and transformer for deepfake geographic image detection. J. Electronic Imaging 33 (2) (2024)
Huihui Li, Xiangling Xiao, Xiaoyong Liu, Guihua Wen, Lianqi Liu
Learning Cognitive Features as Complementary for Facial Expression Recognition. Int. J. Intell. Syst. 2024 (1) (2024)
Feng Xie, Pei Lu, Xiaoyong Liu
Multi-scale convolutional attention network for lightweight image super-resolution. J. Vis. Commun. Image Represent. 95 (2023)
Huihui Li, Xiangling Xiao, Xiaoyong Liu, Jianhua Guo, Guihua Wen, Peng Liang
Heuristic objective for facial expression recognition. Vis. Comput. 39 (10) (2023)
Xiaoyong Liu, Ziyang Dong, Huihui Li, Jinchang Ren, Huimin Zhao, Hao Li, Weiqi Chen, Zhanhao Xiao
H-RNet: Hybrid Relation Network for Few-Shot Learning-Based Hyperspectral Image Classification. Remote. Sens. 15 (10) (2023)
Yue Zhang, Yuqing Hu, Na Han, Aqing Yang, Xiaoyong Liu, Hongmin Cai
A survey of drug-target interaction and affinity prediction methods via graph neural networks. Comput. Biol. Medicine 163 (2023)
Youda Mo, Huihui Li, Xiangling Xiao, Huimin Zhao, Xiaoyong Liu, Jin Zhan
Swin-Conv-Dspp and Global Local Transformer for Remote Sensing Image Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Hao Li, Xiaoyong Liu, Huihui Li, Ziyang Dong, Xiangling Xiao
MDFENet: A Multiscale Difference Feature Enhancement Network for Remote Sensing Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xianyan Jia, Le Jiang, Ang Wang, Wencong Xiao, Ziji Shi, Jie Zhang, Xinyuan Li, Langshi Chen, Yong Li, Zhen Zheng, Xiaoyong Liu, Wei Lin
Whale: Efficient Giant Model Training over Heterogeneous GPUs. USENIX Annual Technical Conference (2022)
Xianhao Shen, Yufang Lu, Yi Zhang, Xiaoyong Liu, Lieping Zhang
An Innovative Data Integrity Verification Scheme in the Internet of Things assisted information exchange in transportation systems. Clust. Comput. 25 (3) (2022)
Zhen Zheng, Xuanda Yang, Pengzhan Zhao, Guoping Long, Kai Zhu, Feiwen Zhu, Wenyi Zhao, Xiaoyong Liu, Jun Yang, Jidong Zhai, Shuaiwen Leon Song, Wei Lin
AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures. ASPLOS (2022)
Songwen Mo, Pei Lu, Xiaoyong Liu
AI-Generated Face Image Identification with Different Color Space Channel Combinations. Sensors 22 (21) (2022)
Jinghao Yuan, Bingcong Lu, Mingyue Hao, Xiaoyong Liu, Li Song, Wenjun Zhang
SpaAbr: Size Prediction Assisted Adaptive Bitrate Algorithm for Scalable Video Coding Contents. BMSB (2021)
Zhensheng Huang, Xiaoyong Liu, Hui Fu, Zhiguo Du
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. 18 (3) (2021)
Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin
DAPPLE: a pipelined data parallel approach for training large models. PPoPP (2021)
Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin
DISC: A Dynamic Shape Compiler for Machine Learning Workloads. CoRR (2021)
Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin
DISC: A Dynamic Shape Compiler for Machine Learning Workloads. EuroMLSys@EuroSys (2021)
Jianbo Dong, Zheng Cao, Tao Zhang, Jianxi Ye, Shaochuang Wang, Fei Feng, Li Zhao, Xiaoyong Liu, Liuyihan Song, Liwei Peng, Yiqun Guo, Xiaowei Jiang, Lingbo Tang, Yin Du, Yingya Zhang, Pan Pan, Yuan Xie
EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform. HPCA (2020)
Siyu Wang, Yi Rong, Shiqing Fan, Zhen Zheng, Lansong Diao, Guoping Long, Jun Yang, Xiaoyong Liu, Wei Lin
Auto-MAP: A DQN Framework for Exploring Distributed Execution Plans for DNN Workloads. CoRR (2020)
Qinggang Zhou, Yawen Zhang, Pengcheng Li, Xiaoyong Liu, Jun Yang, Runsheng Wang, Ru Huang
DaSGD: Squeezing SGD Parallelization Performance in Distributed Training Using Delayed Averaging. CoRR (2020)
Shiqing Fan, Yi Rong, Chen Meng, Zongyan Cao, Siyu Wang, Zhen Zheng, Chuan Wu, Guoping Long, Jun Yang, Lixue Xia, Lansong Diao, Xiaoyong Liu, Wei Lin
DAPPLE: A Pipelined Data Parallel Approach for Training Large Models. CoRR (2020)
Xiaoyong Liu, Zhonghua Yun, Hang Yang, Qiang Zhang
-Norm minimization. J. Intell. Fuzzy Syst. 37 (3) (2019)
Kaihan Lin, Huimin Zhao, Jujian Lv, Jin Zhan, Xiaoyong Liu, Rongjun Chen, Canyao Li, Zhihui Huang
Face Detection and Segmentation with Generalized Intersection over Union Based on Mask R-CNN. BICS (2019)
Sai Li, Huajing Fang, Xiaoyong Liu
Parameter optimization of support vector regression based on sine cosine algorithm. Expert Syst. Appl. 91 (2018)
Xiaoyong Liu, Zhili Zhou
A novel prediction model based on particle swarm optimization and adaptive neuro-fuzzy inference system. J. Intell. Fuzzy Syst. 33 (5) (2017)
Xiaoyong Liu, Hui Fu, Zhiguo Du
Support Vector Machine with Ensemble Tree Kernel for Relation Extraction. Comput. Intell. Neurosci. 2016 (2016)
Xiaoyong Liu, Hui Fu, Chaoyong Jiang
A Directional Recognition Algorithm of Semantic Relation for Literature-Based Discovery. ICSI (2) (2016)
Xuan Qin, Huajing Fang, Xiaoyong Liu
Strong Tracking Filter-Based Fault Diagnosis of Networked Control System with Multiple Packet Dropouts and Parameter Perturbations. Circuits Syst. Signal Process. 35 (7) (2016)
Xinyan Liu, Jun Wu, Xiaoyong Liu, Shuai Zhang, Xi Lin, Chun-Min Zhang, Peng-Fei Wang, David Wei Zhang
Characterization and Optimization of a Single-Transistor Active Pixel Image Sensor with Floating Junction Connected to Floating Gate. J. Sensors 2015 (2015)
Hong-Fan Huang, Xiaoyong Liu, Jin-Shan Shi, Lin-Qing Zhang, Sheng-Xun Zhao, Min-Zhi Lin, Bin Wu, Peng-Fei Wang
Investigation of a GaN-on-Si HEMT optimized for the 5th-generation wireless communication. ASICON (2015)
Lisha Xia, Huajing Fang, Xiaoyong Liu
Hidden Markov model parameters estimation with independent multiple observations and inequality constraints. IET Signal Process. 8 (9) (2014)
Xiaofan Li, Qizhu Song, Hongbo Tao, Xiaoyong Liu, Sha Zhang, Xiaobo Wang, Qun Luo, Xiao Peng
Evaluation on anti-interference to WLAN equipments for spatial deployment of CBTC systems in tunnels. ICCC (2014)
Xiaoyong Liu, Hui Fu
Literature-based knowledge discovery: the state of the art CoRR (2012)
Hui Fu, Xiaoyong Liu
A Hybrid Model for Credit Evaluation Problem. ICSI (1) (2011)
Xiaoyong Liu
Radial Basis Function Neural Network Based on PSO with Mutation Operation to Solve Function Approximation Problem. ICSI (2) (2010)
Xiaoyong Liu, Hui Fu, Weiwei Lin
A Modified Support Vector Machine model for Credit Scoring. Int. J. Comput. Intell. Syst. 3 (6) (2010)
Xiaoyong Liu, Hui Fu
An Effective Clustering Algorithm With Ant Colony. J. Comput. 5 (4) (2010)
Xiaoyong Liu, W. Bruce Croft
Evaluating Text Representations for Retrieval of the Best Group of Documents. ECIR (2008)
Jianyong Li, Rongli Li, Xiaoyong Liu, Shengyuan Jiang, Hongzhang Jiao, Hongzhou Li
Design of Pneumatic Cable Maintenance Robot. ICIRA (1) (2008)
Xiaoyong Liu
Clustering Algorithm with Ant Colony Based on Stochastic Best Solution Kept. PACIIA (2) (2008)
Xiaoyong Liu, W. Bruce Croft
Representing clusters for retrieval. SIGIR (2006)
Xiaoyong Liu, W. Bruce Croft, Matthew B. Koll
Finding experts in community-based question-answering services. CIKM (2005)
Xiaoyong Liu, W. Bruce Croft
Statistical language modeling for information retrieval. Annu. Rev. Inf. Sci. Technol. 39 (1) (2005)
Xiaoyong Liu, W. Bruce Croft
Cluster-based retrieval using language models. SIGIR (2004)
Xiaoyong Liu, W. Bruce Croft, Paul Oh, David M. Hart
Automatic recognition of reading levels from user queries. SIGIR (2004)
Nasreen Abdul Jaleel, Andrés Corrada-Emmanuel, Qi Li, Xiaoyong Liu, Courtney Wade, James Allan
UMass at TREC 2003: HARD and QA. TREC (2003)
Xiaoyong Liu, W. Bruce Croft
Passage retrieval based on language models. CIKM (2002)
Dmitri Roussinov, Kevin Crowston, Michael Sanford Nilan, Barbara H. Kwasnik, Jin Cai, Xiaoyong Liu
Genre based Navigation on the Web. HICSS (2001)
Xiaoyong Liu, Ted Diamond, Anne Diekema
Word Sense Disambiguation for Cross-Language Information Retrieval. ANLP (2000)
Anne Diekema, Xiaoyong Liu, Jiangping Chen, Hudong Wang, Nancy J. McCracken, Özgür Yilmazel, Elizabeth D. Liddy
Question Answering: CNLP at the TREC-9 Question Answering Track. TREC (2000)