Ying Liu

Orcid: 0000-0001-9667-4904

Affiliations:
  • University of Chinese Academy of Sciences, School of Computer and Control Engineering, Beijing, China
  • Chinese Academy of Sciences, Key Lab of Big Data Mining and Knowledge Management, Beijing, China


According to our database1, Ying Liu authored at least 68 papers between 2003 and 2023.

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

Timeline

Legend:

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Bibliography

2023
SimGNN: simplified graph neural networks for session-based recommendation.
Appl. Intell., October, 2023

2022
IC-GAR: item co-occurrence graph augmented session-based recommendation.
Neural Comput. Appl., 2022

Learning to transfer attention in multi-level features for rotated ship detection.
Neural Comput. Appl., 2022

Improving graph neural network for session-based recommendation system via non-sequential interactions.
Neurocomputing, 2022

Session-based Recommendation with Dual Graph Networks.
Proceedings of the Workshop on Deep Learning for Search and Recommendation (DL4SR 2022) co-located with the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021
SKNet: Detecting Rotated Ships as Keypoints in Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2021

Single-shot augmentation detector for object detection.
Neural Comput. Appl., 2021

A framework of pavement management system based on IoT and big data.
Adv. Eng. Informatics, 2021

CSFQGD: Chinese Sentence Fill-in-the-blank Question Generation Dataset for Examination.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Risk identification and default time analysis of corporate bonds.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Robust Obstacle Detection and Recognition for Driver Assistance Systems.
IEEE Trans. Intell. Transp. Syst., 2020

Using Google Trends and Baidu Index to analyze the impacts of disaster events on company stock prices.
Ind. Manag. Data Syst., 2020

Deep learning for drug-drug interaction extraction from the literature: a review.
Briefings Bioinform., 2020

AttentionFM: Incorporating Attention Mechanism and Factorization Machine for Credit Scoring.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019
Fast Acquisition of Spread Spectrum Signals Using Multiple GPUs.
IEEE Trans. Aerosp. Electron. Syst., 2019

Context-aware attention network for image recognition.
Neural Comput. Appl., 2019

An enhanced SSD with feature fusion and visual reasoning for object detection.
Neural Comput. Appl., 2019

Forecasting Chinese Stock Market Prices using Baidu Search Index with a Learning-Based Data Collection Method.
Int. J. Inf. Technol. Decis. Mak., 2019

Short-Term Traffic Congestion Forecasting Using Attention-Based Long Short-Term Memory Recurrent Neural Network.
Proceedings of the Computational Science - ICCS 2019, 2019

CA-RPT: Context-Aware Road Passage Time Estimation for Urban Traffic.
Proceedings of the Computational Science - ICCS 2019, 2019

YUN: A Fast Ground-to-air Cloud Image Recognition Framework.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

2018
A traffic monitoring stream-based real-time vehicular offence detection approach.
J. Intell. Transp. Syst., 2018

Real-Time RGB-D Visual Tracking With Scale Estimation and Occlusion Handling.
IEEE Access, 2018

Automatic Chinese Multiple-Choice Question Generation for Human Resource Performance Appraisal.
Proceedings of the 6th International Conference on Information Technology and Quantitative Management, 2018

Context Learning Network for Object Detection.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

A Novel Data Mining Approach Towards Human Resource Performance Appraisal.
Proceedings of the Computational Science - ICCS 2018, 2018

A Novel Parsing-Based Automatic Domain Terminology Extraction Method.
Proceedings of the Computational Science - ICCS 2018, 2018

Recognition and Classification of Rotorcraft by Micro-Doppler Signatures Using Deep Learning.
Proceedings of the Computational Science - ICCS 2018, 2018

Domain specific automatic Chinese multiple-type question generation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Context-Aware U-Net for Biomedical Image Segmentation.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A novel learning-to-rank based hybrid method for book recommendation.
Proceedings of the International Conference on Web Intelligence, 2017

Hybrid Learning Network: A Novel Architecture for Fast Learning.
Proceedings of the 5th International Conference on Information Technology and Quantitative Management, 2017

A Novel Method for Ship Detection and Classification on Remote Sensing Images.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

2016
An efficient parallel collaborative filtering algorithm on multi-GPU platform.
J. Supercomput., 2016

Design and evaluation of multi-GPU enabled Multiple Symbol Detection algorithm.
J. Supercomput., 2016

2015
A Personalization-Oriented Academic Literature Recommendation Method.
Data Sci. J., 2015

Online purchaser segmentation and promotion strategy selection: evidence from Chinese E-commerce market.
Ann. Oper. Res., 2015

Composite leading search index: a preprocessing method of internet search data for stock trends prediction.
Ann. Oper. Res., 2015

CU-Simulator: A Parallel Scalable Simulation Platform for Radio Channel in Wireless Sensor Networks.
Ad Hoc Sens. Wirel. Networks, 2015

Improving Ranking-based Recommendation by Social Information and Negative Similarity.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Design and Development of FPGA-based High-Performance Radar Data Stream Mining System.
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

Antenna Array Signal Direction of Arrival Estimation on Digital Signal Processor (DSP).
Proceedings of the Third International Conference on Information Technology and Quantitative Management, 2015

2013
Parallel data mining techniques on Graphics Processing Unit with Compute Unified Device Architecture (CUDA).
J. Supercomput., 2013

A grid-based clustering algorithm for wild bird distribution.
Frontiers Comput. Sci., 2013

Pattern Discovery in DNS Query Traffic.
Proceedings of the First International Conference on Information Technology and Quantitative Management, 2013

DM-Midware: A Middleware to Enable High Performance Data Mining in Heterogeneous Cloud.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2013

CUDA-Enabled Multiple Symbol Detection for PCM/FM Demodulation.
Proceedings of the 2013 International Conference on Cloud and Service Computing, 2013

2012
Design and Evaluation of a High Performance Distributed Expert System (HPDES) for Aerospace Ground Verification System.
Proceedings of the International Conference on Computational Science, 2012

Real-Time Vehicular Traffic Violation Detection in Traffic Monitoring Stream.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

2011
A Utility-Based Recommendation Approach for Academic Literatures.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

Performance Evaluation of Fast Fourier Transform Application on Heterogeneous Platforms.
Proceedings of the 2011 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2011

2010
High Utility Itemsets Mining.
Int. J. Inf. Technol. Decis. Mak., 2010

Mining intelligent knowledge from a two-phase association rules mining.
Int. J. Data Min. Model. Manag., 2010

Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
An efficient approach for mining web content sensitivity.
Int. J. Knowl. Web Intell., 2009

Decision analysis of data mining project based on Bayesian risk.
Expert Syst. Appl., 2009

Cluster-based outlier detection.
Ann. Oper. Res., 2009

C3M: A Classification Model for Multivariate Motion Time Series.
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

An adaptive ensemble classifier for concept drifting stream.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

2008
A Utility-Based Web Content Sensitivity Mining Approach.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

2007
Parallel Data Mining Algorithms for Association Rules and Clustering.
Proceedings of the Handbook of Parallel Computing - Models, Algorithms and Applications., 2007

Utility-Based Web Path Traversal Pattern Mining.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Pushing Frequency Constraint to Utility Mining Model.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

Using WordNet to Disambiguate Word Senses for Text Classification.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
A Scalable Distributed Stream Mining System for Highway Traffic Data.
Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

A Knowledge Management Platform for Optimization-based Data Mining.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
A Two-Phase Algorithm for Fast Discovery of High Utility Itemsets.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

2003
Design and Evaluation of a Parallel HOP Clustering Algorithm for Cosmological Simulation.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003


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