Main Journal Papers
主要英文期刊论文
Stop Pushing Friends Away: Trustworthy Hybrid Contrastive Multi-modal Clustering.
Information Fusion, Accepted, Jun. 2026.
Reliable Continual Multi-modal Clustering.
Pattern Recognition, 114527, 2026.
Contrastive Variational Graph Symmetric Autoencoder for Full Extrapolation Over Temporal Knowledge Graphs.
IEEE Trans. Syst. Man Cybern. Syst. 56(7): 4097-4112 (2026)
Hyperbolic Adversarial Variational Embedding for item recommendation.
Eng. Appl. Artif. Intell. 164: 113198 (2026)
Cross-modal information propagation for contrastive multi-modal clustering.
Information Processing & Management. 63(4): 104595 (2026)
Adversarial contrastive collaborative filtering.
Knowl. Based Syst. 339: 115450 (2026)
EGCL: An Effective and Efficient Graph Contrastive Learning Framework for Social Recommendation.
ACM Trans. Inf. Syst. 44(3): 58:1-58:30 (2026)
Span-aware pre-trained network with deep information bottleneck for scientific entity relation extraction.
Neural Networks. 107250 (2025)
DCIB: Dual contrastive information bottleneck for knowledge-aware recommendation.
Information Processing & Management. 62(3): 103980 (2025)
Meta-collaboration-based semantic contrast for inductive knowledge representation learning.
Expert Systems with Applications. 261: 125421 (2025)
Knowledge-refined information bottleneck for contrastive recommendation.
Expert Syst. Appl. 294: 128673 (2025)
Few-Shot Object Counting with frequency attention and multi-perception head.
Neurocomputing 648: 130598 (2025)
Dual global information guidance for deep contrastive multi-modal clustering.
Inf. Sci. 712: 122158 (2025)
ProNet: A contrastive propagation network for multimodal lifelong clustering.
Knowl. Based Syst. 317: 113349 (2025)
Disentangled Graph Contrastive Learning for Socially-Aware Next-Item Recommendation.
IEEE Trans. Big Data 11(6): 3197-3211 (2025)
Multimodal Nonredundant Clustering via Sufficiency Complementary Mining.
IEEE Trans. Ind. Informatics 21(2): 1872-1881 (2025)
Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning.
IEEE Trans. Neural Networks Learn. Syst. 36(2): 3646-3658 (2025)
Multiview Clustering With Propagating Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst. 35(7): 9915-9929 (2024)
Incremental Multiview Clustering With Continual Information Bottleneck Method.
IEEE Transactions on Systems, Man, and Cybernetics: Systems. (2024)
Memory-aware continual learning with multi-modal social media streams for unsupervised disaster classification.
Advanced Engineering Informatics. 62: 102654 (2024)
Contrastive cross-modal clustering with twin network.
Pattern Recognition. 110645 (2024)
Group-aware graph neural networks for sequential recommendation.
Information Sciences. 670: 120623 (2024)
Differentiable self-supervised clustering with intrinsic interpretability.
Neural Networks. 179: 106542 (2024)
Consistency-constrained RGB-T crowd counting via mutual information maximization.
Complex & Intelligent Systems. 1-22 (2024)
A Survey on Information Bottleneck.
IEEE Transactions on Pattern Analysis and Machine Intelligence. (2024)
Graph gating-mixer for sequential recommendation.
Expert Systems With Applications. 238: 122060 (2024)
Multitask Image Clustering via Deep Information Bottleneck.
IEEE Trans. Cybern. 54(3): 1868-1881 (2024)
ConGMC: Consistency-Guided Multimodal Clustering via Mutual Information Maximin.
IEEE Transactions on Multimedia. (2023)
Graph-augmented co-attention model for socio-sequential recommendation.
IEEE Transactions on Systems, Man, and Cybernetics: Systems. 53(7): 4039-4051 (2023)
Graph-augmented social translation model for next-item recommendation.
IEEE Transactions on Industrial Informatics. 19(11): 10913-10922 (2023)
Graph-coupled time interval network for sequential recommendation.
Information Sciences. 119510 (2023)
A Bottleneck Network with Light Attention for Multimodal Clustering.
Knowledge-based Systems. 280:111037 (2023)
Deep Purified Feature Mining Model for Joint Named Entity Recognition and Relation Extraction.
Information Processing & Management. 60(6): 103511 (2023)
Self-Supervised Temporal Autoencoder for Egocentric Action Segmentation.
Engineering Applications of Artificial Intelligence. 126: 107092 (2023)
Cross-modal Clustering with Deep Correlated Information Bottleneck Method.
IEEE Transactions on Neural Networks and Learning Systems. (2023)
A Domain Semantics-Enhanced Relation extraction Model for Identifying the Railway Safety Risk.
Complex & Intelligent Systems. 1-15 (2023)
Attentive Adversarial Collaborative Filtering.
IEEE Transactions on Systems, Man, and Cybernetics: Systems. (2023)
Joint Contrastive Triple-learning for Deep Multi-view Clustering.
Information Processing and Management. 60(3): 103284 (2023)
Mutual Boost Network for attributed graph clustering.
Expert Systems with Applications. 229(Part A): 120479 (2023)
Learning knowledge graph embedding with a dual-attention embedding network.
Expert Systems with Applications. 212: 118806 (2023)
Learning from the future: light cone modeling for sequential recommendation.
IEEE Transactions on Cybernetics. 52(8): 5358-5371 (2022)
MHADTI: predicting drug-target interactions via multiview heterogeneous information network embedding with hierarchical attention mechanisms.
Briefings in Bioinformatics. 23(6): bbac434 (2022)
Efficient complementary graph convolutional network without negative sampling for item recommendation.
Knowledge-based Systems. 256: 109758 (2022)
Gating Augmented Capsule Network for Sequential Recommendation.
Knowledge-based Systems. 247: 108817 (2022)
GCRec: Graph-Augmented Capsule Network for Next-Item Recommendation.
IEEE Transactions on Neural Networks and Learning Systems. 34(12): 10164-10177 (2022)
EAGCN: An Efficient Adaptive Graph Convolutional Network for Item Recommendation in Social Internet of Things.
IEEE Internet of Things Journal. 9(17): 16386-16401 (2022)
Explanation Guided Cross-modal Social Image Clustering.
Information Sciences. 593: 1-16 (2022)
GOGCN: Graph Convolutional Network on Gene Ontology for Functional Similarity Analysis of Genes.
IEEE/ACM Transactions on Computational Biology and Bioinformatics. 20(2): 1053-1064 (2022)
Sequential Graph Collaborative Filtering.
Information Sciences. 592: 244-260 (2022)
A novel gene functional similarity calculation model by utilizing the specificity of terms and relationships in gene ontology.
BMC bioinformatics. 23(1): 1-14 (2022)
View-wise VS Cluster-wise Weight: Which Is Better for Multi-view Clustering?
IEEE Transactions on Image Processing. 31: 58-71 (2022)
Modeling Product’s Visual and Functional Characteristics for Recommender Systems.
IEEE Transactions on Knowledge and Data Engineering. 34(3): 1330-1343 (2022)
DMIB: Dual-correlated Multivariate Information Bottleneck for Multi-view Clustering.
IEEE Transactions on Cybernetics. 52(6): 4260-4274 (2022)
Deep Correlation Mining for Multi-task Image Clustering.
Expert Systems With Applications. 187: 115973 (2021)
Interactive Information Bottleneck for High-dimensional Co-occurrence Data Clustering.
Applied Soft Computing. 111: 107837 (2021)
Multi-view Content-Context Information Bottleneck for Image Clustering.
Expert Systems With Applications. 183: 115374 (2021)
Deep Multi-view Learning Methods: A Review.
Neurocomputing. 448: 106-129 (2021)
Neural guided visual slam system with Laplacian of Gaussian operator.
IET Computer Vision. 15(3): 181-196 (2021)
Learning a Deep Network with Cross-hierarchy Aggregation for Crowd Counting.
Knowledge-Based Systems. 213: 106691 (2021)
Semantic Loop Closure Detection with Instance-Level Inconsistency Removal in Dynamic Industrial Scenes.
IEEE Transaction on Industrial Informatics. 17(3): 2030-2040 (2021)
Multi-granularity Environment Perception Based on Octree Occupancy Grid.
Multimedia Tools and Applications. 79: 26765-26785 (2020)
BSPR: Basket-Sensitive Personalized Ranking for Product Recommendation.
Information Sciences. 541: 185-206 (2020)
Aspect terms grouping via fusing concepts and context information.
Information Fusion. 64: 12-19 (2020)
An Information Maximization Multi-task Clustering Method for Egocentric Temporal Segmentation.
Applied Soft Computing. 94: 106425 (2020)
Joint Specific and Correlated Information Exploration for Multi-view Action Clustering.
Information Sciences. 524: 148-164 (2020)
ATM: An Attentive Translation Model for Next-Item Recommendation.
IEEE Transaction on Industrial Informatics. 16(3): 1448-1459 (2020)
Synergetic Information Bottleneck for Joint Multi-view and Ensemble Clustering.
Information Fusion. 56: 15-27 (2020)
Dynamic Auto-weighted Multi-view Co-clustering.
Pattern Recognition. 99: 107101 (2020)
Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization.
ACM Transactions on Knowledge Discovery from Data. 14(2): 1-23 (2020)
DSPNet: Deep Scale Purifier Network for Dense Crowd Counting.
Expert Systems With Applications. 141 (2020)
CMIB:Unsupervised Image Object Categorization in Multiple Visual Contexts.
IEEE Transaction on Industrial Informatics. 16(6): 3974-3986 (2019)
Multi-task Image Clustering through Correlation Propagation.
IEEE Transactions on Knowledge and Data Engineering. 33(3): 1113-1127 (2019)
Visual appearance or functional complementarity: which aspect affects your decision making?
Information Sciences. 476: 19-37 (2019)
APL:Adversarial pairwise learning for recommender systems.
Expert Systems With Applications. 118: 573-584 (2019)
A fast two-objective differential evolution for the two-objective coverage problem of WSNs.
Memetic Computing. 11(1): 89-107 (2019)
Multiscale Multitask Deep NetVLAD for Crowd Counting.
IEEE Transaction on Industrial Informatics. 14(11): 4953-4962 (2018)
Collective density clustering for coherent motion detection.
IEEE Transactions on Multimedia. 20(6): 1418-1431 (2018)
Empirical study of symbolic aggregate approximation for time series classification.
Intell. Data Anal. 21(1): 135-150 (2017)
Rank-based Pooling for Deep Convolutional Neural Networks.
Neural Networks. 83: 21-31 (2016)
Robust natural image segmentation by using spatially constrained multivariate mixed Student’s t-distribution and TV flow edge.
Journal of Visual Communication and Image Representation. 40: 178-196 (2016)
Unsupervised video categorization based on multivariate information bottleneck method.
Knowl.-Based Syst. 84: 34-45 (2015)
Incorporating side information into multivariate Information Bottleneck for generating alternative clusterings.
Pattern Recognition Letters. 51: 70-78 (2015)
Collective Crowd Formation Transform with Mutual Information-Based Runtime Feedback.
Comput. Graph. Forum. 34(1): 60-73(2015)
Instance-based ensemble pruning for imbalanced learning.
Intell. Data Anal. 19(4): 779-794 (2015)
miSFM: On combination of Mutual Information and Social Force Model towards simulating crowd evacuation.
Neurocomputing. 168: 529-537 (2015)
A Combination Weighting Algorithm using Relative Entropy for Document Clustering.
International Journal of Pattern Recognition and Artificial Intelligence. 28(03): 1453002 (2014)
Analysis of real-time system conflict based on fuzzy time Petri nets.
Journal of Intelligent and Fuzzy Systems. 26(2): 983-991 (2014)
Character Behavior Planning and Visual Simulation in Virtual 3D Space.
IEEE MultiMedia. 20(1): 49-59 (2013)
Mutual information evaluation: A way to predict the performance of feature weighting on clustering.
Intell. Data Anal. 17(6): 1001-1021 (2013)
Inverse matrix-free incremental proximal support vector machine.
Decision Support Systems. 53(3): 395-405 (2012)
Using local density information to improve IB algorithms.
Pattern Recognition Letters. 32(2): 310-320 (2011)
Iterative sIB algorithm.
Pattern Recognition Letters. 32(4): 606-614 (2011)
Moving-Target Pursuit Algorithm Using Improved Tracking Strategy.
IEEE Transactions on Computational Intelligence and AI in Games. 2(1): 27-39 (2010)
A Fingerprint feature extraction algorithm based on curvature of Bezier curve.
Progress in Natural Science. 17(11): 1376-1381 (2007)