Qun Liu

Orcid: 0000-0002-6329-3096

Affiliations:
  • Chongqing University of Posts and Telecommunications, Chongqing, China


According to our database1, Qun Liu authored at least 92 papers between 2006 and 2025.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
MultiGranDTI: an explainable multi-granularity representation framework for drug-target interaction prediction.
Appl. Intell., January, 2025

MDFCL: Multimodal data fusion-based graph contrastive learning framework for molecular property prediction.
Pattern Recognit., 2025

Learning model-level explanations of graph neural networks via subgraph order embedding space.
Neural Networks, 2025

MIFS: An adaptive multipath information fused self-supervised framework for drug discovery.
Neural Networks, 2025

Intuitively interpreting GANs latent space using semantic distribution.
Knowl. Based Syst., 2025

ICAM: An interpretable auxiliary model for the pathological diagnosis of breast cancer based on knowledge embedding.
Inf. Sci., 2025

Hierarchical chat-based strategies with MLLMs for Spatio-temporal action detection.
Inf. Process. Manag., 2025

PT-VAE: Variational autoencoder with prior concept transformation.
Neurocomputing, 2025

Mol-L2: Transferring text knowledge with frozen language models for molecular representation learning.
Neurocomputing, 2025

Link prediction for attribute and structure learning based on attention mechanism.
Appl. Soft Comput., 2025

MHGCL: A multi-modal hypergraph contrastive learning framework for molecular property prediction.
Appl. Soft Comput., 2025

2024
One-shot knowledge graph completion based on disentangled representation learning.
Neural Comput. Appl., November, 2024

Self-supervised modal optimization transformer for image captioning.
Neural Comput. Appl., November, 2024

Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network.
IEEE Trans. Artif. Intell., September, 2024

Towards explaining graph neural networks via preserving prediction ranking and structural dependency.
Inf. Process. Manag., March, 2024

A multi-level semantic-assisted unsupervised heterogeneous network representation learning model.
Neurocomputing, March, 2024

A novel time-delay neural grey model and its applications.
Expert Syst. Appl., March, 2024

KDDGAN: Knowledge-Guided Explicit Feature Disentanglement for Facial Attribute Editing.
IEEE Trans. Consumer Electron., February, 2024

WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning.
IEEE Trans. Knowl. Data Eng., January, 2024

FDSR: An Interpretable Frequency Division Stepwise Process Based Single-Image Super-Resolution Network.
IEEE Trans. Image Process., 2024

Nonlocal Deep Unfolding Pansharpening Method Based on Degradation Kernel Estimation.
IEEE Trans. Geosci. Remote. Sens., 2024

A Knowledge-Driven Self-Supervised Approach for Molecular Generation.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

GEAR: Learning graph neural network explainer via adjusting gradients.
Knowl. Based Syst., 2024

Improving disentanglement in variational auto-encoders via feature imbalance-informed dimension weighting.
Knowl. Based Syst., 2024

Mg-SubAgg: Multi-granularity Subgraph Aggregation with topology for GNN.
Inf. Sci., 2024

Adaptive three-way KNN classifier using density-based granular balls.
Inf. Sci., 2024

GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification.
Inf. Sci., 2024

WRND: A weighted oversampling framework with relative neighborhood density for imbalanced noisy classification.
Expert Syst. Appl., 2024

Concept cognition for knowledge graphs: Mining multi-granularity decision rule.
Cogn. Syst. Res., 2024

Interpretable rough neural network for lung nodule diagnosis.
Appl. Soft Comput., 2024

A Multi-Population Surrogate-Assisted Algorithm Based on Granular-Ball K-Nearest Neighbors Classification for Expensive Optimization.
Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

Brain-Inspired Diagnostic Model for Lung Nodules.
Proceedings of the IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, 2024

Collaborative Optimization of Truck-Drone Based on Multi-agent Reinforcement Learning.
Proceedings of the Rough Sets - International Joint Conference, 2024

CMIF: A Cross-Modal Information Fusion Approach for Molecular Property Prediction.
Proceedings of the Rough Sets - International Joint Conference, 2024

A Method of Multi-USV Reward Design Using Fuzzy Control.
Proceedings of the Rough Sets - International Joint Conference, 2024

An Interpretable Framework for Pulmonary Nodule Malignancy Prediction.
Proceedings of the Rough Sets - International Joint Conference, 2024

APK-MRL: An Adaptive Pre-training Framework with Knowledge-enhanced for Molecular Representation Learning.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
High-practicability image completion using attention mechanism and joint enhancive discriminator.
Appl. Intell., October, 2023

A spatiotemporal fusion method based on interpretable deep networks.
Appl. Intell., October, 2023

Cloud-VAE: Variational autoencoder with concepts embedded.
Pattern Recognit., August, 2023

Hierarchical multi-UAVs task assignment based on dominance rough sets.
Appl. Soft Comput., August, 2023

Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors.
IEEE Trans. Knowl. Data Eng., April, 2023

Cloud-Cluster: An uncertainty clustering algorithm based on cloud model.
Knowl. Based Syst., March, 2023

An explainable molecular property prediction via multi-granularity.
Inf. Sci., 2023

Adaptive Multi-granularity Aggregation Transformer for Image Captioning.
Proceedings of the Rough Sets - International Joint Conference, 2023

2022
LRP2A: Layer-wise Relevance Propagation based Adversarial attacking for Graph Neural Networks.
Knowl. Based Syst., 2022

SW: A weighted space division framework for imbalanced problems with label noise.
Knowl. Based Syst., 2022

Multi-granularity visual explanations for CNN.
Knowl. Based Syst., 2022

Fuzzy hierarchical network embedding fusing structural and neighbor information.
Inf. Sci., 2022

A Novel Functional Network Based on Three-way Decision for Link Prediction in Signed Social Networks.
Cogn. Comput., 2022

Simple Flow-Based Contrastive Learning for BERT Sentence Representations.
Proceedings of the Advances in Swarm Intelligence - 13th International Conference, 2022

USV Path Planning Based on Adaptive Fuzzy Reward.
Proceedings of the Rough Sets - International Joint Conference, 2022

Denoise Network Structure for User Alignment Across Networks via Graph Structure Learning.
Proceedings of the Data Mining and Big Data - 7th International Conference, 2022

Graph Neural Networks with Multi-granularity Pooling.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

HierMRL: Hierarchical Structure-Aware Molecular Representation Learning for Property Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

HS-DTI: Drug-target Interaction Prediction Based on Hierarchical Networks and Multi-order Sequence Effect.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
Neural ordinary differential grey model and its applications.
Expert Syst. Appl., 2021

Multi-Semantic Image Recognition Model and Evaluating Index for explaining the deep learning models.
CoRR, 2021

Improving Pedestrian Attribute Recognition with Multi-Scale Spatial Calibration.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Few Shot Image Ensemble Classification Algorithm Based on Meta-Learning.
Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020
Social relationship prediction across networks using tri-training BP neural networks.
Neurocomputing, 2020

An Abstractive Summarization Method Based on Global Gated Dual Encoder.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

2019
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.
IEEE Trans. Knowl. Data Eng., 2019

Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification.
IEEE Access, 2019

2018
基于序贯三支决策的多粒度情感分类方法 (Multi-granularity Sentiment Classification Method Based on Sequential Three-way Decisions).
计算机科学, 2018

Couple-group consensus for discrete-time heterogeneous multiagent systems with cooperative-competitive interactions and time delays.
Neurocomputing, 2018

Group Consensus for Discrete-Time Heterogeneous Multiagent Systems with Input and Communication Delays.
Complex., 2018

An Ensemble Classifier Based on Three-Way Decisions for Social Touch Gesture Recognition.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Multi-granularity Network Representation Learning Based on Game Theory.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

A Multi-Granular Relative Density Model for Class Noise Detection.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Noise self-filtering K-nearest neighbors algorithms.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Vibration-Based Outlier Detection on High Dimensional Data.
Int. J. Artif. Intell. Tools, 2016

Game-theory-based coordination in wireless sensor and actor networks.
IET Wirel. Sens. Syst., 2016

On adaptive pinning consensus for dynamic multi-agent networks with general connected topology.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Can your smartphone detect your emotion?
Proceedings of the 12th International Conference on Natural Computation, 2016

2015
Evacuation Planning with Flood Inundation as Inputs.
Proceedings of the 12th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2015

2014
On reaching group consensus for linearly coupled multi-agent networks.
Inf. Sci., 2014

A secure and efficient outsourceable group key transfer protocol in cloud computing.
Proceedings of the Second International Workshop on Security in Cloud Computing, 2014

2013
Evaluate dynamic network with evolutionary game method.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

2012
Stability analysis of swarms with interaction time delays.
Inf. Sci., 2012

A Novel Collaborative Filtering Algorithm Based on Social Network.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Design and implementation of a street parking system using wireless sensor networks.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

A new K-means algorithm for community structures detection based on fuzzy clustering.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011
Correlative Particle Swarm Optimization for Multi-objective Problems.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

Game Theoretic Approach in Routing Protocol for Cooperative Wireless Sensor Networks.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

2010
A novel clustering algorithm using hypergraph-based granular computing.
Int. J. Intell. Syst., 2010

Research on Cooperative Packet Forwarding and Punishment Mechanism in Wireless Sensor Networks.
Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

2009
Novel delay-range-dependent stability analysis of the second-order congestion control algorithm with heterogonous communication delays.
J. Netw. Comput. Appl., 2009

2008
Bifurcating Periodic Solutions for a Single Delayed Neuron Model under Periodic Excitation.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

2007
The Research for Hopf Bifurcation in a Single Inertial Neuron Model with External Forcing.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

2006
Research for Hopf bifurcation of an inertial two-neuron system with time delay.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006


  Loading...