We stand with Ukraine

We stand with Ukraine

Changjun Fan

Orcid: 0000-0002-4768-5751

According to our database¹, Changjun Fan authored at least 30 papers between 2012 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

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Links

On csauthors.net:

Bibliography

2025

EvoPath: Evolutionary meta-path discovery with large language models for complex heterogeneous information networks.

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Inf. Process. Manag., 2025

2024

Knowledge Graph Alignment Under Scarce Supervision: A General Framework With Active Cross-View Contrastive Learning.

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IEEE Trans. Neural Networks Learn. Syst., September, 2024

Finding Influencers in Complex Networks: An Effective Deep Reinforcement Learning Approach.

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Comput. J., February, 2024

A game theory based approach for distributed dynamic spectrum access.

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Evol. Intell., 2024

Transform then Explore: a Simple and Effective Technique for Exploratory Combinatorial Optimization with Reinforcement Learning.

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CoRR, 2024

PentraFormer: Learning Agents for Automated Penetration Testing via Sequence Modeling.

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Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

Graph-CoRe: Graph Representation Learning with Contrastive Subgraph Replacement.

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Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

STIOS: A Novel Self-supervised Diffusion Model for Trajectory Imputation in Open Environment Scenarios.

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Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

LLM4HIN: Discovering Meta-path with Large Language Model for Reasoning on Complex Heterogeneous Information Networks.

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Proceedings of the 2024 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2024

Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation.

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Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

FGITrans: Cross-City Transformer for Fine-grained Urban Flow Inference.

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Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation.

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CoRR, 2023

The Expressive Power of Graph Neural Networks: A Survey.

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CoRR, 2023

Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks.

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CoRR, 2023

2022

Meta-path-based heterogeneous graph neural networks in academic network.

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Guangquan Cheng

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Int. J. Mach. Learn. Cybern., 2022

2021

Enhanced Human Activity Recognition Using Wearable Sensors via a Hybrid Feature Selection Method.

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Sensors, 2021

Reinforced Active Entity Alignment.

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Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks.

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Guangquan Cheng

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Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Finding key players in complex networks through deep reinforcement learning.

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Nat. Mach. Intell., 2020

A novel learning-based approach for efficient dismantling of networks.

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Guangquan Cheng

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Int. J. Mach. Learn. Cybern., 2020

Revisiting the power of reinsertion for optimal targets of network attack.

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J. Cloud Comput., 2020

A New Approach for Smoking Event Detection Using a Variational Autoencoder and Neural Decision Forest.

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IEEE Access, 2020

Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer.

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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2019

Pre-Training Graph Neural Networks for Generic Structural Feature Extraction.

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CoRR, 2019

Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach.

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Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2016

Missing and Spurious Interactions in Heterogeneous Military Networks.

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Proceedings of the Social Media Processing - 5th National Conference, 2016

Topology Reconstruction for Target Operation Network (TON): A Link Prediction Perspective.

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Proceedings of the Eleventh International Network Conference, 2016

2014

On Disjoint Golomb Rulers.

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CoRR, 2014

A fuzzy clustering algorithm to detect criminals without prior information.

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Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2012

Physiological Signals Based Fatigue Prediction Model for Motion Sensing Games.

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Proceedings of the Advances in Computer Entertainment - 9th International Conference, 2012

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