Weidong Xiao

Orcid: 0000-0002-6957-3769

Affiliations:
  • National University of Defense Technology, Changsha, China


According to our database1, Weidong Xiao authored at least 109 papers between 2003 and 2026.

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Timeline

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Bibliography

2026
Node Importance Estimation via Multi-View Graph Prompting.
IEEE Trans. Netw. Sci. Eng., 2026

Robust flow prediction with spatio-temporal correlations through knowledge distillation and adversarial training.
Neurocomputing, 2026

HIM2A: Hierarchical interactive multi-modal entity alignment with semantic augmentation.
Adv. Eng. Informatics, 2026

Multi-granularity Temporal Knowledge Editing over Large Language Models.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Towards Privacy-Preserving Personalized Federated Relation Classification.
IEEE Trans. Big Data, December, 2025

StaRS: Learning a Stable Representation Space for Continual Relation Classification.
IEEE Trans. Neural Networks Learn. Syst., May, 2025

Flow prediction via adaptive dynamic graph with spatio-temporal correlations.
Expert Syst. Appl., 2025

Temporal knowledge graph diffusion model for open-world reasoning.
Sci. China Inf. Sci., 2025

Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training.
Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

IKGA: An Interactive Visualization Tool for Knowledge Graph Alignment.
Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

Dynamic-prototype Contrastive Fine-tuning for Continual Few-shot Relation Extraction with Unseen Relation Detection.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024
Few-shot Learning for Heterogeneous Information Networks.
ACM Trans. Inf. Syst., July, 2024

SCL: Selective Contrastive Learning for Data-driven Zero-shot Relation Extraction.
Trans. Assoc. Comput. Linguistics, 2024

Dismantling complex networks with graph contrastive learning and multi-hop aggregation.
Inf. Sci., 2024

A knowledge graphs representation method based on IsA relation modeling.
Expert Syst. Appl., 2024

Fine-Grained Anomaly Detection on Dynamic Graphs via Attention Alignment.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Distill, Fuse, Pre-train: Towards Effective Event Causality Identification with Commonsense-Aware Pre-trained Model.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

M3: A Multi-Image Multi-Modal Entity Alignment Dataset.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Machine Learning-based Composition Analysis of Ancient Glass Objects.
Proceedings of the 5th International Conference on Artificial Intelligence in Electronics Engineering, 2024

2023
$\mathsf{PF\text{-}HIN}$:Pre-Training for Heterogeneous Information Networks.
IEEE Trans. Knowl. Data Eng., August, 2023

<i>T</i> 2 <i>-NER</i>: A Two-Stage Span-Based Framework for Unified Named Entity Recognition with Templates.
Trans. Assoc. Comput. Linguistics, 2023

BDMCA: a big data management system for Chinese auditing.
PeerJ Comput. Sci., 2023

Contrastive Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation.
Int. J. Softw. Informatics, 2023

Node Importance Estimation with Multiview Contrastive Representation Learning.
Int. J. Intell. Syst., 2023

Graph Self-supervised Learning with Augmentation-aware Contrastive Learning.
Proceedings of the ACM Web Conference 2023, 2023

Personalized Federated Relation Classification over Heterogeneous Texts.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

MGICL: Multi-Grained Interaction Contrastive Learning for Multimodal Named Entity Recognition.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
Scalable Representation Learning for Dynamic Heterogeneous Information Networks via Metagraphs.
ACM Trans. Inf. Syst., 2022

Few-Shot Relational Triple Extraction with Perspective Transfer Network.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Caps-OWKG: a capsule network model for open-world knowledge graph.
Int. J. Mach. Learn. Cybern., 2021

DSKRL: A dissimilarity-support-aware knowledge representation learning framework on noisy knowledge graph.
Neurocomputing, 2021

Few-shot text classification by leveraging bi-directional attention and cross-class knowledge.
Sci. China Inf. Sci., 2021

Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021

2020
Patent Automatic Classification Based on Symmetric Hierarchical Convolution Neural Network.
Symmetry, 2020

Domain relation extraction from noisy Chinese texts.
Neurocomputing, 2020

Boosting Knowledge Base Automatically via Few-Shot Relation Classification.
Frontiers Neurorobotics, 2020

Exploring Heterogeneous Information Networks via Pre-Training.
CoRR, 2020

Fine Grained Named Entity Recognition via Seq2seq Framework.
IEEE Access, 2020

F-SQL: Fuse Table Schema and Table Content for Single-Table Text2SQL Generation.
IEEE Access, 2020

M-SQL: Multi-Task Representation Learning for Single-Table Text2sql Generation.
IEEE Access, 2020

Chinese Text Classification via Bidirectional Lattice LSTM.
Proceedings of the Knowledge Science, Engineering and Management, 2020

Joint Event Extraction with Hierarchical Policy Network.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Entity Linking via Symmetrical Attention-Based Neural Network and Entity Structural Features.
Symmetry, 2019

M-HIN: Complex Embeddings for Heterogeneous Information Networks via Metagraphs.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Jointly Extracting Multiple Triplets with Multilayer Translation Constraints.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Neural Relation Classification Using Selective Attention and Symmetrical Directional Instances.
Symmetry, 2018

Deep Refinement Network for Natural Low-Light Image Enhancement in Symmetric Pathways.
Symmetry, 2018

Network Embedding via a Bi-Mode and Deep Neural Network Model.
Symmetry, 2018

Knowledge Graph Representation via Similarity-Based Embedding.
Sci. Program., 2018

Keyphrase Generation Based on Deep Seq2seq Model.
IEEE Access, 2018

GTrans: Generic Knowledge Graph Embedding via Multi-State Entities and Dynamic Relation Spaces.
IEEE Access, 2018

Title-Based Extraction of News Contents for Text Mining.
IEEE Access, 2018

Relational Knowledge Prediction via Dynamic Bi-Mode Embedding.
IEEE Access, 2018

TransPath: Representation Learning for Heterogeneous Information Networks via Translation Mechanism.
IEEE Access, 2018

Named Entity Disambiguation via Probabilistic Graphical Model with Embedding Features.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Extractive-abstractive summarization with pointer and coverage mechanism.
Proceedings of 2018 International Conference on Big Data Technologies, 2018

2017
Two-phase network generation towards within-network classifiers evaluation.
Knowl. Based Syst., 2017

Temporal Query Processing in Social Network.
J. Intell. Inf. Syst., 2017

Fast top-k similarity join for SimRank.
Inf. Sci., 2017

Behavior-Based Collective Classification in Sparsely Labeled Networks.
IEEE Access, 2017

Local Top-N Recommendation via Refined Item-User Bi-Clustering.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Deep keyphrase generation with a convolutional sequence to sequence model.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

Relation classification using revised convolutional neural networks.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

2016
Efficient Historical Query in HBase for Spatio-Temporal Decision Support.
Int. J. Comput. Commun. Control, 2016

Exploiting External Knowledge and Entity Relationship for Entity Search.
Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

Knowledge Representation Learning via Dynamic Relation Spaces.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Which is Better for kNN Query Processing in the Cloud: Sequential or Parallel.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

Temporal Social Network: Storage, Indexing and Query Processing.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

Temporal Social Network: Group Query Processing.
Proceedings of the 27th International Workshop on Database and Expert Systems Applications, 2016

Historical Geo-Social Query Processing.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
On Minimum-Latency Broadcast in Multichannel Duty-Cycled Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2015

The meter tells you are at home! Non-intrusive occupancy detection via load curve data.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Analyzing online news dissemination via structure learning: An experimental view.
Proceedings of the 31st IEEE International Conference on Data Engineering Workshops, 2015

Indexing historical spatio-temporal data in the cloud.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Spatio-temporal queries in HBase.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Summarization-Based Ensemble Learning Method for Sparsely Labeled Webpage Classification.
Proceedings of the Web Technologies and Applications, 2015

2014
Minimum-Latency Broadcast in Multi-channel Duty-Cycled Wireless Sensor Networks.
Proceedings of the Advances in Wireless Sensor Networks - The 8th China Conference, 2014

Mining the Association of Multiple Virtual Identities Based on Multi-Agent Interaction.
Proceedings of the Databases Theory and Applications, 2014

2013
Core-Based Dynamic Community Detection in Mobile Social Networks.
Entropy, 2013

Analyzing Community Core Evolution in Mobile Social Networks.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

On Efficient Graph Substructure Selection.
Proceedings of the Database Systems for Advanced Applications, 2013

UFO: A United Framework for Target Localization in Wireless Sensor Networks.
Proceedings of the 2013 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2013

Provenance comparison for large-scale knowledge discovery.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Core-based community evolution in mobile social networks.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

ADraw: A novel social network visualization tool with attribute-based layout and coloring.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Distributed Range Querying Moving Objects in Network-Centric Warfare.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

The Recognition of Multiple Virtual Identities Association Based on Multi-agent System.
Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

2012
Rethinking of the Uncertainty: A Fault-Tolerant Target-Tracking Strategy Based on Unreliable Sensing in Wireless Sensor Networks.
KSII Trans. Internet Inf. Syst., 2012

A Fault-Tolerant Target-Tracking Strategy Based on Unreliable Sensing in Wireless Sensor Networks.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Target Tracking with Pairwise Uncertainty in Wireless Sensor Networks: Qualitatively and Quantitatively.
Proceedings of the 2012 IEEE International Conference on Cluster Computing Workshops, 2012

2011
P2P-based multidimensional indexing methods: A survey.
J. Syst. Softw., 2011

A Prediction-based Energy-conserving Approximate Storage and Query Processing Schema in Object-Tracking Sensor Networks.
KSII Trans. Internet Inf. Syst., 2011

2010
A Knowledge-Based Ant Colony Optimization for a Grid Workflow Scheduling Problem.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010

2009
A Memory-Saving and Efficient Data Transformation Technique for Mixed Data Sets Visualization.
Proceedings of the 13th International Conference on Information Visualisation, 2009

2006
Self-Organizing Service-Oriented Peer Communities.
Proceedings of the Advanced International Conference on Telecommunications and International Conference on Internet and Web Applications and Services (AICT/ICIW 2006), 2006

2005
Study on battlespace ontology construction approach.
Int. J. Intell. Syst., 2005

An Agent-Based P2P System to Distributed Knowledge Management.
Proceedings of the Self-Organization and Autonomic Informatics (I), 2005

A Mathematical Investigation on Retrieval Performance Evaluation Measures of Information Retrieval Algorithm.
Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

An Adaptive Scheduling Algorithm for Molecule Docking Design on Grid.
Proceedings of the Grid and Cooperative Computing - GCC 2005, 4th International Conference, Beijing, China, November 30, 2005

Study on Construction and Integration of Military Domain Ontology, Situation Ontology and Military Rule Ontology for Network Centric Warfare.
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

Ontology-Based Information Retrieval Model for the Semantic Web.
Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce, and e-Services (EEE 2005), 29 March, 2005

An Algebra for Capability Object Interoperability of Heterogeneous Data Integration Systems.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2004
Decentralized Grid Resource Discovery Based on Resource Information Community.
J. Grid Comput., 2004

An Efficient Decentralized Grid Service Discovery Approach based on Service Ontology.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Capabilities-Based Query Planning in Mediator Systems.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

2003
Analysis on Greedy-Search Based Service Location in P2P Service Grid.
Proceedings of the 3rd International Conference on Peer-to-Peer Computing (P2P 2003), 2003

Research on Knowledge Representation Markup Language for the Semantic Web.
Proceedings of the IADIS International Conference WWW/Internet 2003, 2003


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