Qun Liu

102 papers B 2C 1Misc 6Journal 63Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive weighted disentangling variational autoencoder with fine-grained feedback.
Eng. Appl. Artif. Intell.
Zhenyao Yu, Yue Liu, Zitu Liu, Zhengwei Yang, Yike Guo, Qun Liu, Guoyin Wang
2026 J jnl
IFSA-CE: Interpretable fine-grained sentiment analysis with concept embedding.
Expert Syst. Appl.
Yanying Mao, Qun Liu, Yu Zhang, Junlin Chen
2026 J jnl
Visual Evidence-Aware for Object Hallucinations Rectification in LLM-Based Video Captioning.
IEEE Trans. Circuits Syst. Video Technol.
Ye Wang, Jiancheng Zhou, Qun Liu, Feng Hu, Guoyin Wang
2025 J jnl
An Optimization Framework With Imbalance-Ratio and Position for Imbalanced Noisy Classification.
IEEE Trans. Syst. Man Cybern. Syst.
Hao Zhou, Min Li, Qun Liu, Keke Zhang, Qingguo Lü, Huaqing Li, Ponnuthurai Nagaratnam Suganthan
2025 — conf
Enhancing Explanations of Graph Neural Networks via Bridging Model-Level and Instance-Level Explainers.
DASFAA (3)
Youmin Zhang, Qun Liu, Guoyin Wang, Lili Yang, Li Liu
2025 J jnl
Enhancing implicit sentiment analysis via knowledge enhancement and context information.
Complex Intell. Syst.
Yanying Mao, Qun Liu, Yu Zhang
2025 J jnl
Hierarchical chat-based strategies with MLLMs for Spatio-temporal action detection.
Inf. Process. Manag.
Xuyang Zhou, Ye Wang, Fei Tao, Hong Yu, Qun Liu
2025 J jnl
ICAM: An interpretable auxiliary model for the pathological diagnosis of breast cancer based on knowledge embedding.
Inf. Sci.
Lihua Gu, Xiaomin Xiong, Qun Liu, Dajiang Lei, Ruqi Wang, Bo Lin, Guoyin Wang, Bo Xu
2025 J jnl
Intuitively interpreting GANs latent space using semantic distribution.
Knowl. Based Syst.
Ruqi Wang, Guoyin Wang, Lihua Gu, Qun Liu, Yue Liu, Yike Guo
2025 J jnl
Learning model-level explanations of graph neural networks via subgraph order embedding space.
Neural Networks
Li Liu, Pengyu Wan, Feiyan Zhang, Youmin Zhang, Qun Liu, Guoyin Wang
2025 J jnl
Link prediction for attribute and structure learning based on attention mechanism.
Appl. Soft Comput.
Renjuan Nie, Guoyin Wang, Qun Liu, Chengxin Peng
2025 J jnl
MDFCL: Multimodal data fusion-based graph contrastive learning framework for molecular property prediction.
Pattern Recognit.
Xu Gong, Maotao Liu, Qun Liu, Yike Guo, Guoyin Wang
2025 J jnl
MHGCL: A multi-modal hypergraph contrastive learning framework for molecular property prediction.
Appl. Soft Comput.
Rui Han, Qun Liu, Xu Gong, Guoyin Wang, Li Liu, Xingping Xian
2025 J jnl
MIFS: An adaptive multipath information fused self-supervised framework for drug discovery.
Neural Networks
Xu Gong, Qun Liu, Rui Han, Yike Guo, Guoyin Wang
2025 J jnl
Mol-L2: Transferring text knowledge with frozen language models for molecular representation learning.
Neurocomputing
Maotao Liu, Qun Liu, Xu Gong, Yunsong Luo, Guoyin Wang
2025 J jnl
MultiGranDTI: an explainable multi-granularity representation framework for drug-target interaction prediction.
Appl. Intell.
Xu Gong, Qun Liu, Jing He, Yike Guo, Guoyin Wang
2025 J jnl
PT-VAE: Variational autoencoder with prior concept transformation.
Neurocomputing
Zitu Liu, Yue Liu, Zhenyao Yu, Zhengwei Yang, Qingshan Fu, Yike Guo, Qun Liu, Guoyin Wang
2024 J jnl
A Knowledge-Driven Self-Supervised Approach for Molecular Generation.
IEEE ACM Trans. Comput. Biol. Bioinform.
Maotao Liu, Yifan Yang, Qun Liu, Li Liu, Guoyin Wang
2024 — conf
A Method of Multi-USV Reward Design Using Fuzzy Control.
IJCRS (1)
Jianfeng Xiao, Qun Liu, Xin Huang
2024 — conf
A Multi-Population Surrogate-Assisted Algorithm Based on Granular-Ball K-Nearest Neighbors Classification for Expensive Optimization.
WI/IAT
Haihuan Jiang, Guoyin Wang, Qun Liu, Jiajia Cao
2024 J jnl
A multi-level semantic-assisted unsupervised heterogeneous network representation learning model.
Neurocomputing
Qun Liu, Chengxin Peng, Shuyin Xia, Guoyin Wang
2024 J jnl
A novel time-delay neural grey model and its applications.
Expert Syst. Appl.
Dajiang Lei, Tong Li, Liping Zhang, Qun Liu, Weisheng Li
2024 — conf
APK-MRL: An Adaptive Pre-training Framework with Knowledge-enhanced for Molecular Representation Learning.
BIBM
Xu Gong, Qun Liu, Rui Han, Li Liu, Yike Guo, Guoyin Wang
2024 J jnl
Adaptive three-way KNN classifier using density-based granular balls.
Inf. Sci.
Jie Yang, Juncheng Kuang, Guoyin Wang, Qinghua Zhang, Yanmin Liu, Qun Liu, Deyou Xia, Shuai Li, Xiaoqi Wang, Di Wu
2024 — conf
An Interpretable Framework for Pulmonary Nodule Malignancy Prediction.
IJCRS (3)
Ruqi Wang, Guoyin Wang, Yunfei Zhou, Qun Liu
2024 — conf
Brain-Inspired Diagnostic Model for Lung Nodules.
WI/IAT
Huanan Bao, Guoyin Wang, Qun Liu, Pengcheng Xu
2024 — conf
CMIF: A Cross-Modal Information Fusion Approach for Molecular Property Prediction.
IJCRS (3)
Maoyuan Zang, Xu Gong, Rui Han, Qun Liu
2024 — conf
Collaborative Optimization of Truck-Drone Based on Multi-agent Reinforcement Learning.
IJCRS (3)
Wenhao Zhang, Guoyin Wang, Qun Liu
2024 J jnl
Concept cognition for knowledge graphs: Mining multi-granularity decision rule.
Cogn. Syst. Res.
Jiangli Duan, Guoyin Wang, Xin Hu, Qun Liu, Qin Jiang, Huamin Zhu
2024 J jnl
FDSR: An Interpretable Frequency Division Stepwise Process Based Single-Image Super-Resolution Network.
IEEE Trans. Image Process.
Pengcheng Xu, Qun Liu, Huanan Bao, Ruhui Zhang, Lihua Gu, Guoyin Wang
2024 J jnl
GEAR: Learning graph neural network explainer via adjusting gradients.
Knowl. Based Syst.
Youmin Zhang, Qun Liu, Guoyin Wang, William K. Cheung, Li Liu
2024 J jnl
GNN-MgrPool: Enhanced graph neural networks with multi-granularity pooling for graph classification.
Inf. Sci.
Haichao Sun, Guoyin Wang, Qun Liu, Yike Guo
2024 J jnl
Improving disentanglement in variational auto-encoders via feature imbalance-informed dimension weighting.
Knowl. Based Syst.
Yue Liu, Zhenyao Yu, Zitu Liu, Ziyi Yu, Xinyan Yang, Xingyue Li, Yike Guo, Qun Liu, Guoyin Wang
2024 J jnl
Interpretable rough neural network for lung nodule diagnosis.
Appl. Soft Comput.
Huanan Bao, Guoyin Wang, Chen Liu, Qun Liu, Qiuyu Mei, Changhua Xu, Xin Wang
2024 J jnl
KDDGAN: Knowledge-Guided Explicit Feature Disentanglement for Facial Attribute Editing.
IEEE Trans. Consumer Electron.
Ye Wang, Qianmengke Zhao, Qun Liu, Guoyin Wang, Hong Yu, Li Liu, Jiaxu Leng
2024 J jnl
Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network.
IEEE Trans. Artif. Intell.
Kangjia He, Li Liu, Youmin Zhang, Ye Wang, Qun Liu, Guoyin Wang
2024 J jnl
Mg-SubAgg: Multi-granularity Subgraph Aggregation with topology for GNN.
Inf. Sci.
Xiaoxia Zhang, Mengsheng Ye, Yun Zhang, Qun Liu, Guoyin Wang, Kesheng Wu
2024 J jnl
Nonlocal Deep Unfolding Pansharpening Method Based on Degradation Kernel Estimation.
IEEE Trans. Geosci. Remote. Sens.
Dajiang Lei, Genyuan Zhang, Junming Wang, Qun Liu, Weisheng Li, Liping Zhang
2024 J jnl
One-shot knowledge graph completion based on disentangled representation learning.
Neural Comput. Appl.
Youmin Zhang, Lei Sun, Ye Wang, Qun Liu, Li Liu
2024 J jnl
Self-supervised modal optimization transformer for image captioning.
Neural Comput. Appl.
Ye Wang, Daitianxia Li, Qun Liu, Li Liu, Guoyin Wang
2024 J jnl
Towards explaining graph neural networks via preserving prediction ranking and structural dependency.
Inf. Process. Manag.
Youmin Zhang, William K. Cheung, Qun Liu, Guoyin Wang, Lili Yang, Li Liu
2024 J jnl
WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning.
IEEE Trans. Knowl. Data Eng.
Li Liu, Penggang Chen, Xin Li, William Kwok-Wai Cheung, Youmin Zhang, Qun Liu, Guoyin Wang
2024 J jnl
WRND: A weighted oversampling framework with relative neighborhood density for imbalanced noisy classification.
Expert Syst. Appl.
Min Li, Hao Zhou, Qun Liu, Xu Gong, Guoyin Wang
2023 J jnl
A spatiotemporal fusion method based on interpretable deep networks.
Appl. Intell.
Dajiang Lei, Jiayang Tan, Yue Wu, Qun Liu, Weisheng Li
2023 — conf
Adaptive Multi-granularity Aggregation Transformer for Image Captioning.
IJCRS
Daitianxia Li, Ye Wang, Qun Liu
2023 J jnl
An explainable molecular property prediction via multi-granularity.
Inf. Sci.
Haichao Sun, Guoyin Wang, Qun Liu, Jie Yang, Mingyue Zheng
2023 J jnl
Cloud-Cluster: An uncertainty clustering algorithm based on cloud model.
Knowl. Based Syst.
Yue Liu, Zitu Liu, Shuang Li, Yike Guo, Qun Liu, Guoyin Wang
2023 J jnl
Cloud-VAE: Variational autoencoder with concepts embedded.
Pattern Recognit.
Yue Liu, Zitu Liu, Shuang Li, Zhenyao Yu, Yike Guo, Qun Liu, Guoyin Wang
2023 J jnl
Hierarchical multi-UAVs task assignment based on dominance rough sets.
Appl. Soft Comput.
Haihuan Jiang, Guoyin Wang, Qun Liu, Peng Gao, Xin Huang
2023 J jnl
High-practicability image completion using attention mechanism and joint enhancive discriminator.
Appl. Intell.
Ruqi Wang, Guoyin Wang, Guiyin Zou, Qun Liu
2023 — conf
Link Prediction for Attribute and Structure Learning Based on Attention Mechanism.
IJCRS
Renjuan Nie, Guoyin Wang, Qun Liu, Chengxin Peng
2023 J jnl
Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors.
IEEE Trans. Knowl. Data Eng.
Zihan Yan, Li Liu, Xin Li, William K. Cheung, Youmin Zhang, Qun Liu, Guoyin Wang
2022 J jnl
A Novel Functional Network Based on Three-way Decision for Link Prediction in Signed Social Networks.
Cogn. Comput.
Qun Liu, Ying Chen, Gangqiang Zhang, Guoyin Wang
2022 — conf
Denoise Network Structure for User Alignment Across Networks via Graph Structure Learning.
DMBD (1)
Li Liu, Chongyang Wang, Youmin Zhang, Ye Wang, Qun Liu, Guoyin Wang
2022 J jnl
Fuzzy hierarchical network embedding fusing structural and neighbor information.
Inf. Sci.
Qun Liu, Hang Shu, Ming Yuan, Guoyin Wang
2022 — conf
Graph Neural Networks with Multi-granularity Pooling.
CCIS
Haichao Sun, Guoyin Wang, Qun Liu
2022 — conf
HS-DTI: Drug-target Interaction Prediction Based on Hierarchical Networks and Multi-order Sequence Effect.
BIBM
Xu Gong, Maotao Liu, Haichao Sun, Min Li, Qun Liu
2022 — conf
HierMRL: Hierarchical Structure-Aware Molecular Representation Learning for Property Prediction.
BIBM
Maotao Liu, Yifan Yang, Xu Gong, Li Liu, Qun Liu
2022 J jnl
LRP2A: Layer-wise Relevance Propagation based Adversarial attacking for Graph Neural Networks.
Knowl. Based Syst.
Li Liu, Yong Du, Ye Wang, William K. Cheung, Youmin Zhang, Qun Liu, Guoyin Wang
2022 J jnl
Multi-granularity visual explanations for CNN.
Knowl. Based Syst.
Huanan Bao, Guoyin Wang, Shuai Li, Qun Liu
2022 J jnl
SW: A weighted space division framework for imbalanced problems with label noise.
Knowl. Based Syst.
Min Li, Hao Zhou, Qun Liu, Guoyin Wang
2022 — conf
Simple Flow-Based Contrastive Learning for BERT Sentence Representations.
ICSI (2)
Ziyi Tian, Qun Liu, Maotao Liu, Wei Deng
2022 — conf
USV Path Planning Based on Adaptive Fuzzy Reward.
IJCRS
Zhenhua Duan, Guoyin Wang, Qun Liu, Yan Shi
2022 J jnl
WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users across Networks via Regularized Representation Learning.
CoRR
Li Liu, Penggang Chen, Xin Li, William K. Cheung, Youmin Zhang, Qun Liu, Guoyin Wang
2021 — conf
A Few Shot Image Ensemble Classification Algorithm Based on Meta-Learning.
ICAIIS
He Peng, Qun Liu
2021 — conf
HNECV: Heterogeneous Network Embedding via Cloud Model and Variational Inference.
CICAI
Ming Yuan, Qun Liu, Guoyin Wang, Yike Guo
2021 B conf
Improving Pedestrian Attribute Recognition with Multi-Scale Spatial Calibration.
IJCNN
Jiabao Zhong, Hezhe Qiao, Lin Chen, Mingsheng Shang, Qun Liu
2021 J jnl
Multi-Semantic Image Recognition Model and Evaluating Index for explaining the deep learning models.
CoRR
Qianmengke Zhao, Ye Wang, Qun Liu
2021 J jnl
Neural ordinary differential grey model and its applications.
Expert Syst. Appl.
Dajiang Lei, Kaili Wu, Liping Zhang, Weisheng Li, Qun Liu
2021 J jnl
Towards Improving Embedding Based Models of Social Network Alignment via Pseudo Anchors.
CoRR
Zihan Yan, Li Liu, Xin Li, William K. Cheung, Youmin Zhang, Qun Liu, Guoyin Wang
2020 — conf
An Abstractive Summarization Method Based on Global Gated Dual Encoder.
NLPCC (2)
Lu Peng, Qun Liu, Lebin Lv, Weibin Deng, Chongyu Wang
2020 J jnl
Social relationship prediction across networks using tri-training BP neural networks.
Neurocomputing
Qun Liu, Shuxin Liu, Guoyin Wang, Shuyin Xia
2019 J jnl
Complete Random Forest Based Class Noise Filtering Learning for Improving the Generalizability of Classifiers.
IEEE Trans. Knowl. Data Eng.
Shuyin Xia, Guoyin Wang, Zizhong Chen, Yanlin Duan, Qun Liu
2019 J jnl
Transferring Ensemble Representations Using Deep Convolutional Neural Networks for Small-Scale Image Classification.
IEEE Access
Shuyin Xia, Yulong Xia, Hong Yu, Qun Liu, Yueguo Luo, Guoyin Wang, Zizhong Chen
2018 — conf
A Multi-Granular Relative Density Model for Class Noise Detection.
IEEE BigData
Xiao Liang, Shuyin Xia, Qun Liu, Yunsheng Liu, Baiyun Chen, Guoyin Wang
2018 — conf
An Ensemble Classifier Based on Three-Way Decisions for Social Touch Gesture Recognition.
ICSI (2)
Gangqiang Zhang, Qun Liu, Yubin Shi, Hongying Meng
2018 J jnl
Couple-group consensus for discrete-time heterogeneous multiagent systems with cooperative-competitive interactions and time delays.
Neurocomputing
Yiliu Jiang, Lianghao Ji, Qun Liu, Shasha Yang, Xiaofeng Liao
2018 J jnl
Group Consensus for Discrete-Time Heterogeneous Multiagent Systems with Input and Communication Delays.
Complex.
Yiliu Jiang, Lianghao Ji, Xingcheng Pu, Qun Liu
2018 — conf
Multi-granularity Network Representation Learning Based on Game Theory.
ICDM Workshops
Hang Shu, Qun Liu, Shuyin Xia
2018 J jnl
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
Gangqiang Zhang, Qun Liu, Lianghao Ji
2017 — conf
Noise self-filtering K-nearest neighbors algorithms.
IEEE BigData
Shuyin Xia, Guoyin Wang, Yunsheng Liu, Qun Liu, Hong Yu
2016 — conf
Can your smartphone detect your emotion?
ICNC-FSKD
Daxiang Dai, Qun Liu, Hongying Meng
2016 — conf
Community-Based Link Prediction in Social Networks.
ICSI (2)
Rong Kuang, Qun Liu, Hong Yu
2016 J jnl
Game-theory-based coordination in wireless sensor and actor networks.
IET Wirel. Sens. Syst.
Qun Liu, Shuang-Hua Yang, Lijiao Zhang, Lianghao Ji
2016 B conf
On adaptive pinning consensus for dynamic multi-agent networks with general connected topology.
IJCNN
Lianghao Ji, Yi Tang, Qun Liu, Xiaofeng Liao
2016 J jnl
Vibration-Based Outlier Detection on High Dimensional Data.
Int. J. Artif. Intell. Tools
Shuyin Xia, Guoyin Wang, Hong Yu, Qun Liu, Jin Wang
2015 — conf
Evacuation Planning with Flood Inundation as Inputs.
ISCRAM
Lili Yang, Qun Liu, Shuang-Hua Yang, Dapeng Yu
2014 — conf
A secure and efficient outsourceable group key transfer protocol in cloud computing.
SCC@ASIACCS
Junchao Wu, Qun Liu, Xiaofeng Liao
2014 J jnl
On reaching group consensus for linearly coupled multi-agent networks.
Inf. Sci.
Lianghao Ji, Qun Liu, Xiaofeng Liao
2013 Misc conf
Evaluate dynamic network with evolutionary game method.
GrC
Qun Liu, Jia Yi
2012 — conf
A Novel Collaborative Filtering Algorithm Based on Social Network.
ICSI (2)
Qun Liu, Yi Gao, Zhiming Peng
2012 Misc conf
A new K-means algorithm for community structures detection based on fuzzy clustering.
GrC
Qun Liu, Zhiming Peng, Yi Gao, Qian Liu
2012 C conf
Design and implementation of a street parking system using wireless sensor networks.
INDIN
Jin Gu, Zusheng Zhang, Fengqi Yu, Qun Liu
2012 J jnl
Stability analysis of swarms with interaction time delays.
Inf. Sci.
Qun Liu, Lanfen Wang, Xiaofeng Liao
2011 — conf
Correlative Particle Swarm Optimization for Multi-objective Problems.
ICSI (2)
Yuanxia Shen, Guoyin Wang, Qun Liu
2011 — conf
Game Theoretic Approach in Routing Protocol for Cooperative Wireless Sensor Networks.
ICSI (2)
Qun Liu, Xingping Xian, Tao Wu
2010 J jnl
A novel clustering algorithm using hypergraph-based granular computing.
Int. J. Intell. Syst.
Qun Liu, Xiaofeng Liao, Yu Wu
2010 Misc conf
Research on Cooperative Packet Forwarding and Punishment Mechanism in Wireless Sensor Networks.
GrC
Qun Liu, Xingping Xian, Songtao Guo, Tao Wu
2009 J jnl
Novel delay-range-dependent stability analysis of the second-order congestion control algorithm with heterogonous communication delays.
J. Netw. Comput. Appl.
Songtao Guo, Gang Feng, Xiaofeng Liao, Qun Liu
2008 Misc conf
Bifurcating Periodic Solutions for a Single Delayed Neuron Model under Periodic Excitation.
GrC
Qun Liu, Lanfen Wang, Yu Wu
2007 Misc conf
The Research for Hopf Bifurcation in a Single Inertial Neuron Model with External Forcing.
GrC
Qun Liu, Xiaofeng Liao, Degang Yang, Songtao Guo
2006 Misc conf
Research for Hopf bifurcation of an inertial two-neuron system with time delay.
GrC
Qun Liu, Xiaofeng Liao, Guoyin Wang, Yu Wu