Zhiguo Gong

Orcid: 0000-0002-4588-890X

According to our database1, Zhiguo Gong authored at least 166 papers between 2003 and 2024.

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Bibliography

2024
UP-DPC: Ultra-scalable parallel density peak clustering.
Inf. Sci., March, 2024

Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks.
ACM Trans. Knowl. Discov. Data, February, 2024

TFC: Transformer Fused Convolution for Adversarial Domain Adaptation.
IEEE Trans. Comput. Soc. Syst., February, 2024

Joint Adversarial Domain Adaptation With Structural Graph Alignment.
IEEE Trans. Netw. Sci. Eng., 2024

Generative adversarial networks based motion learning towards robotic calligraphy synthesis.
CAAI Trans. Intell. Technol., 2024

Sparse Enhanced Network: An Adversarial Generation Method for Robust Augmentation in Sequential Recommendation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Evaluating Edge Credibility in Evolving Noisy Social Networks.
IEEE Trans. Knowl. Data Eng., November, 2023

Cross-City Multi-Granular Adaptive Transfer Learning for Traffic Flow Prediction.
IEEE Trans. Knowl. Data Eng., November, 2023

LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering.
IEEE Trans. Knowl. Data Eng., October, 2023

IRLM: Inductive Representation Learning Model for Personalized POI Recommendation.
IEEE Trans. Comput. Soc. Syst., October, 2023

A Neural Inference of User Social Interest for Item Recommendation.
Data Sci. Eng., September, 2023

CMFT: Contrastive Memory Feature Transfer for Nonshared-and-Imbalanced Unsupervised Domain Adaption.
IEEE Trans. Ind. Informatics, August, 2023

Micro-Supervised Disturbance Learning: A Perspective of Representation Probability Distribution.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning.
IEEE Trans. Knowl. Data Eng., May, 2023

RESKM: A General Framework to Accelerate Large-Scale Spectral Clustering.
Pattern Recognit., May, 2023

Style Generation in Robot Calligraphy with Deep Generative Adversarial Networks.
CoRR, 2023

From Cluster Assumption to Graph Convolution: Graph-based Semi-Supervised Learning Revisited.
CoRR, 2023

AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation.
CoRR, 2023

Fine-Grained Alignment for Boundary Samples under Open Set Domain Adaptation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

A Deep Neural Network for Crossing-City POI Recommendations : (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Self-distilled Transitive Instance Weighting for Denoised Distantly Supervised Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Topic-Aware Graph-Based Neural Network for User Interest Summarization and Item Recommendation in Social Media.
Proceedings of the Database Systems for Advanced Applications, 2023

GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
A Simple Yet Effective Layered Loss for Pre-Training of Network Embedding.
IEEE Trans. Netw. Sci. Eng., 2022

Meta-Path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation.
IEEE Trans. Netw. Sci. Eng., 2022

Adversarial Caching Training: Unsupervised Inductive Network Representation Learning on Large-Scale Graphs.
IEEE Trans. Neural Networks Learn. Syst., 2022

CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings.
IEEE Trans. Neural Networks Learn. Syst., 2022

Self-Training Enhanced: Network Embedding and Overlapping Community Detection With Adversarial Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Deep Neural Network for Crossing-City POI Recommendations.
IEEE Trans. Knowl. Data Eng., 2022

Unsupervised Feature Learning Architecture With Multi-Clustering Integration RBM.
IEEE Trans. Knowl. Data Eng., 2022

Recurrent Coupled Topic Modeling over Sequential Documents.
ACM Trans. Knowl. Discov. Data, 2022

Collaborative Filtering With Network Representation Learning for Citation Recommendation.
IEEE Trans. Big Data, 2022

NI-UDA: Graph Contrastive Domain Adaptation for Nonshared-and-Imbalanced Unsupervised Domain Adaptation.
IEEE Trans. Aerosp. Electron. Syst., 2022

Attentive differential convolutional neural networks for crowd flow prediction.
Knowl. Based Syst., 2022

Multi-local Collaborative AutoEncoder.
Knowl. Based Syst., 2022

Complex graph convolutional network for link prediction in knowledge graphs.
Expert Syst. Appl., 2022

Exploiting Anomalous Structural Nodes in Dynamic Social Networks.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

FastDEC: Clustering by Fast Dominance Estimation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Field-aware Variational Autoencoders for Billion-scale User Representation Learning.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

LiteWSC: A Lightweight Framework for Web-Scale Spectral Clustering.
Proceedings of the Database Systems for Advanced Applications, 2022

Multi-Aspect Embedding of Dynamic Graphs.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Crowdsourced top-k queries by pairwise preference judgments with confidence and budget control.
VLDB J., 2021

Identifying and Evaluating Anomalous Structural Change-based Nodes in Generalized Dynamic Social Networks.
ACM Trans. Web, 2021

Attributed Collaboration Network Embedding for Academic Relationship Mining.
ACM Trans. Web, 2021

A Multi-graph Convolutional Network Framework for Tourist Flow Prediction.
ACM Trans. Internet Techn., 2021

TAM: Targeted Analysis Model With Reinforcement Learning on Short Texts.
IEEE Trans. Neural Networks Learn. Syst., 2021

Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction.
ACM Trans. Knowl. Discov. Data, 2021

An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike.
IEEE Trans. Intell. Transp. Syst., 2021

Vehicle Trajectory Clustering Based on Dynamic Representation Learning of Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., 2021

dhCM: Dynamic and Hierarchical Event Categorization and Discovery for Social Media Stream.
ACM Trans. Intell. Syst. Technol., 2021

Venue Topic Model-enhanced Joint Graph Modelling for Citation Recommendation in Scholarly Big Data.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

QuickDSC: Clustering by Quick Density Subgraph Estimation.
Inf. Sci., 2021

GraphLSHC: Towards large scale spectral hypergraph clustering.
Inf. Sci., 2021

A matrix sampling approach for efficient SimRank computation.
Inf. Sci., 2021

HNS: Hierarchical negative sampling for network representation learning.
Inf. Sci., 2021

KGEL: A novel end-to-end embedding learning framework for knowledge graph completion.
Expert Syst. Appl., 2021

NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications.
CoRR, 2021

Zero-shot Node Classification with Decomposed Graph Prototype Network.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Distantly Supervised Relation Extraction using Multi-Layer Revision Network and Confidence-based Multi-Instance Learning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Expanding Semantic Knowledge for Zero-Shot Graph Embedding.
Proceedings of the Database Systems for Advanced Applications, 2021

2020
A Deep Transfer Learning Solution for Food Material Recognition Using Electronic Scales.
IEEE Trans. Ind. Informatics, 2020

Trust-Enhanced Collaborative Filtering for Personalized Point of Interests Recommendation.
IEEE Trans. Ind. Informatics, 2020

Realizing the Potential of Internet of Things for Smart Tourism with 5G and AI.
IEEE Netw., 2020

Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities.
IEEE Internet Things J., 2020

Minor Constraint Disturbances for Deep Semi-supervised Learning.
CoRR, 2020

A Dirichlet process biterm-based mixture model for short text stream clustering.
Appl. Intell., 2020

Scientific Collaboration Sustainability Prediction Based on H-index Reciprocity.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

A Hybrid Index for Distance Queries.
Proceedings of the Web Information Systems Engineering - WISE 2020, 2020

Inductive Document Representation Learning for Short Text Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Lifting Majority to Unanimity in Opinion Diffusion.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Adversarial Learning for Overlapping Community Detection and Network Embedding.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
A Common Topic Transfer Learning Model for Crossing City POI Recommendations.
IEEE Trans. Cybern., 2019

Generalized compressed sensing with QR-based vision matrix learning for face recognition under natural scenes.
Signal Process. Image Commun., 2019

A nonparametric model for online topic discovery with word embeddings.
Inf. Sci., 2019

Not Every Couple Is a Pair: A Supervised Approach for Lifetime Collaborator Identification.
Proceedings of the 23rd Pacific Asia Conference on Information Systems, 2019

2018
An Efficient Ride-Sharing Framework for Maximizing Shared Route.
IEEE Trans. Knowl. Data Eng., 2018

Mining the Most Influential k-Location Set from Massive Trajectories.
IEEE Trans. Big Data, 2018

An Efficient Ride-Sharing Framework for Maximizing Shared Routes.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
Identifying diverse reviews about products.
World Wide Web, 2017

Dual Structure Constrained Multimodal Feature Coding for Social Event Detection from Flickr Data.
ACM Trans. Internet Techn., 2017

A Novel and Fast SimRank Algorithm.
IEEE Trans. Knowl. Data Eng., 2017

A Confidence-Aware Top-k Query Processing Toolkit on Crowdsourcing.
Proc. VLDB Endow., 2017

Identifying a Set of Key Members in Social Networks Using SDP-Based Stochastic Search and Integer Programming Algorithms.
Asia Pac. J. Oper. Res., 2017

Crowdsourced Top-k Queries by Confidence-Aware Pairwise Judgments.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

A Robust Noise Resistant Algorithm for POI Identification from Flickr Data.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Density-based Nonparametric Model for Online Event Discovery from the Social Media Data.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Task CNN for Classification of Chinese Legal Questions.
Proceedings of the 14th IEEE International Conference on e-Business Engineering, 2017

Chinese Questions Classification in the Law Domain.
Proceedings of the 14th IEEE International Conference on e-Business Engineering, 2017

Fast Subsequence Search on Time Series Data.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

DeMalC: A Feature-rich Machine Learning Framework for Malicious Call Detection.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Multi-relational reinforcement for computing credibility of nodes.
World Wide Web, 2016

Efficient discovery of longest-lasting correlation in sequence databases.
VLDB J., 2016

Faster Random Walks by Rewiring Online Social Networks On-the-Fly.
ACM Trans. Database Syst., 2016

Crawling Hidden Objects with kNN Queries.
IEEE Trans. Knowl. Data Eng., 2016

Top-k Spatio-Textual Similarity Join.
IEEE Trans. Knowl. Data Eng., 2016

Blind image separation based on reorganization of block DCT.
Multim. Tools Appl., 2016

Semantic input method of Chinese word senses for semantic document exchange in e-business.
J. Ind. Inf. Integr., 2016

A novel forecasting method based on multi-order fuzzy time series and technical analysis.
Inf. Sci., 2016

Discovering the core semantics of event from social media.
Future Gener. Comput. Syst., 2016

Pinyin-Senses Input Method for Semantic Document Exchange in E-Business.
Proceedings of the 13th IEEE International Conference on e-Business Engineering, 2016

Beyond millisecond latency kNN search on commodity machine.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Mining the most influential <i>k</i>-location set from massive trajectories.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

A Nonparametric Model for Event Discovery in the Geospatial-Temporal Space.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Breaking the Top-k Restriction of the kNN Hidden Databases.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

2015
A unified framework for approximate dictionary-based entity extraction.
VLDB J., 2015

G-Tree: An Efficient and Scalable Index for Spatial Search on Road Networks.
IEEE Trans. Knowl. Data Eng., 2015

Efficient Filtering Algorithms for Location-Aware Publish/Subscribe.
IEEE Trans. Knowl. Data Eng., 2015

Aggregate Estimation in Hidden Databases with Checkbox Interfaces.
IEEE Trans. Knowl. Data Eng., 2015

Beyond Millisecond Latency <i>k</i>NN Search on Commodity Machine.
IEEE Trans. Knowl. Data Eng., 2015

A Topic-based Reviewer Assignment System.
Proc. VLDB Endow., 2015

Adaptive ensemble with trust networks and collaborative recommendations.
Knowl. Inf. Syst., 2015

Semi-Supervised Multimodal Fusion Model for Social Event Detection on Web Image Collections.
Int. J. Multim. Data Eng. Manag., 2015

Travel topic analysis: a mutually reinforcing method for geo-tagged photos.
GeoInformatica, 2015

TrustRank: a Cold-Start tolerant recommender system.
Enterp. Inf. Syst., 2015

Identifying influential user communities on the social network.
Enterp. Inf. Syst., 2015

Temporal PageRank on Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

On Dynamic Top-k Influence Maximization.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Weighted Coverage based Reviewer Assignment.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Semantic Document Exchange for E-Business: Trends and Issues.
Proceedings of the 12th IEEE International Conference on e-Business Engineering, 2015

Quick-motif: An efficient and scalable framework for exact motif discovery.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Location selection for ambulance stations: a data-driven approach.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

Semi-supervised Multimodal Clustering Algorithm Integrating Label Signals for Social Event Detection.
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014
Towards Online Shortest Path Computation.
IEEE Trans. Knowl. Data Eng., 2014

Identifying Points of Interest Using Heterogeneous Features.
ACM Trans. Intell. Syst. Technol., 2014

User Interoperability With Heterogeneous IoT Devices Through Transformation.
IEEE Trans. Ind. Informatics, 2014

Assessing the Credibility of Nodes on Multiple-Relational Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Size estimation in the hidden database with form-like interface: A survey.
Proceedings of the IEEE International Conference on Information and Automation, 2014

2013
Discovering Longest-lasting Correlation in Sequence Databases.
Proc. VLDB Endow., 2013

Filtering Terms from the Web for Image Annotations.
Int. J. Pattern Recognit. Artif. Intell., 2013

Classifying Mass Spectral Data Using SVM and Wavelet-Based Feature Extraction.
Proceedings of the Active Media Technology - 9th International Conference, 2013

2012
Guest Editorial: Web-based services and information systems.
World Wide Web, 2012

Semantic Inference on Heterogeneous E-Marketplace Activities.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Improving Multilingual Semantic Interoperation in Cross-Organizational Enterprise Systems Through Concept Disambiguation.
IEEE Trans. Ind. Informatics, 2012

Detecting Common Interest Kernels in Large Social Networks.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

2011
Measuring virtual wealth in virtual worlds.
Inf. Technol. Manag., 2011

Identifying points of interest by self-tuning clustering.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

2010
Business information query expansion through semantic network.
Enterp. Inf. Syst., 2010

Automatic Concept Mapping between Multilingual Dictionaries and WordNet to Derive Vocabulary for E-Marketplace.
Proceedings of the IEEE 7th International Conference on e-Business Engineering, 2010

Mining Product Features from Online Reviews.
Proceedings of the IEEE 7th International Conference on e-Business Engineering, 2010

2009
Improving keyword based web image search with visual feature distribution and term expansion.
Knowl. Inf. Syst., 2009

Personalized Delivery of On-Line Search Advertisement Based on User Interests.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Extracting Company Information from the Web.
Proceedings of the IEEE International Conference on Systems, 2009

Inference on heterogeneous e-marketplace activities.
Proceedings of the IEEE International Conference on Systems, 2009

Personalized Scheduling Search Advertisement by Mining the History Behaviours of Users.
Proceedings of the 2009 IEEE International Conference on e-Business Engineering, 2009

Hierarchical Classification of Business Information on the Web Using Incremental Learning.
Proceedings of the 2009 IEEE International Conference on e-Business Engineering, 2009

Virtual Wealth Realization in Virtual and Real Worlds.
Proceedings of the 2009 IEEE International Conference on e-Business Engineering, 2009

Technical construction methods for e-marketplace.
Proceedings of the 11th International Conference on Electronic Commerce 2009, 2009

Deriving semantic terms for images by mining the web.
Proceedings of the 11th International Conference on Electronic Commerce 2009, 2009

2008
Hierarchical Classification of Web Pages Using Support Vector Machine.
Proceedings of the Digital Libraries: Universal and Ubiquitous Access to Information, 2008

Applying BPEL to Chemical Research on Grid.
Proceedings of the Third ChinaGrid Annual Conference, ChinaGrid 2008, Dunhuang, Gansu, 2008

A Method for Web Information Extraction.
Proceedings of the Progress in WWW Research and Development, 2008

2007
Automatic Hidden Web Database Classification.
Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

2006
Web image indexing by using associated texts.
Knowl. Inf. Syst., 2006

Web Image Retrieval Refinement by Visual Contents.
Proceedings of the Advances in Web-Age Information Management, 2006

On Clustering Attribute-oriented Induction.
Proceedings of the Research and Development in Intelligent Systems XXIII, 2006

Hidden-Web Database Exploration.
Proceedings of the Sixth International Conference on Intelligent Systems Design and Applications (ISDA 2006), 2006

Multi-term Web Query Expansion Using WordNet.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Automatic Image Annotation by Mining the Web.
Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005
Web Image Semantic Clustering.
Proceedings of the On the Move to Meaningful Internet Systems 2005: CoopIS, 2005

iQA: An Intelligent Question Answering System.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

Web Query Expansion by WordNet.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

2004
An Implementation of Web Image Search Engines.
Proceedings of the Digital Libraries: International Collaboration and Cross-Fertilization, 2004

2003
Formal Collaborative Production Environment.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003

Computer Supported Cooperative Work Oriented Architecture.
Proceedings of the International Conference on Software Engineering Research and Practice, 2003

Mockup Supporting Web Requirements Engineering.
Proceedings of the International Conference on Internet Computing, 2003


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