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2025

Scalable Multi-View Graph Clustering With Cross-View Corresponding Anchor AlignmentSiwei Wang 0001, Xinwang Liu 0002, Qing Liao 0001, Yi Wen 0001, En Zhu, Kunlun He. tkde, 37(5):2932-2945, May 2025. [doi]

Fair Clustering Ensemble With Equal Cluster CapacityPeng Zhou 0006, Rongwen Li, Zhaolong Ling, Liang Du 0003, Xinwang Liu 0002. pami, 47(3):1729-1746, March 2025. [doi]

MGKsite: Multi-Modal Knowledge-Driven Site Selection via Intra and Inter-Modal Graph FusionKe Liang 0006, Lingyuan Meng, Hao Li 0025, Meng Liu 0014, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002, Kunlun He. tmm, 27:1722-1735, 2025. [doi]

Max-Mahalanobis Anchors Guidance for Multi-View ClusteringPei Zhang 0008, Yuangang Pan, Siwei Wang 0001, Shengju Yu, Huiying Xu, En Zhu, Xinwang Liu 0002, Ivor W. Tsang. AAAI 2025: 22488-22496 [doi]

Improved Dual Correlation Reduction Network With Affinity RecoveryYue Liu 0008, Sihang Zhou 0001, Xihong Yang, Xinwang Liu 0002, Wenxuan Tu, Liang Li, Xin Xu 0001, Fuchun Sun 0001. tnn, 36(4):6159-6173, April 2025. [doi]

Self-Supervised Temporal Graph Learning With Temporal and Structural Intensity AlignmentMeng Liu 0014, Ke Liang 0006, Yawei Zhao, Wenxuan Tu, Sihang Zhou 0001, Xinbiao Gan, Xinwang Liu 0002, Kunlun He. tnn, 36(4):6355-6367, April 2025. [doi]

MG-SIN: Multigraph Sparse Interaction Network for Multitask Stance DetectionHeyan Chai, Jinhao Cui, Siyu Tang, Ye Ding, Xinwang Liu 0002, Binxing Fang, Qing Liao 0001. tnn, 36(2):3111-3125, February 2025. [doi]

Subgraph Propagation and Contrastive Calibration for Incomplete Multiview Data ClusteringZhibin Dong, Jiaqi Jin, Yuyang Xiao, Bin Xiao 0002, Siwei Wang 0001, Xinwang Liu 0002, En Zhu. tnn, 36(2):3218-3230, February 2025. [doi]

Incremental Nyström-based Multiple Kernel ClusteringYu Feng, Weixuan Liang, Xinhang Wan, Jiyuan Liu 0003, Suyuan Liu, Qian Qu, Renxiang Guan, Huiying Xu, Xinwang Liu 0002. AAAI 2025: 16613-16621 [doi]

Structure-Adaptive Multi-View Graph Clustering for Remote Sensing DataRenxiang Guan, Wenxuan Tu, Siwei Wang 0001, Jiyuan Liu 0003, Dayu Hu, Chang Tang, Yu Feng, Junhong Li, Baili Xiao, Xinwang Liu 0002. AAAI 2025: 16933-16941 [doi]

SAMCL: Subgraph-Aligned Multiview Contrastive Learning for Graph Anomaly DetectionJingtao Hu, Bin Xiao 0002, Hu Jin, Jingcan Duan, Siwei Wang 0001, Zhao Lv, Siqi Wang 0001, Xinwang Liu 0002, En Zhu. tnn, 36(1):1664-1676, January 2025. [doi]

Efficient Prompt Tuning of Large Vision-Language Model for Fine-Grained Ship ClassificationLong Lan, Fengxiang Wang, Xiangtao Zheng, Zengmao Wang, Xinwang Liu 0002. tgrs, 63:1-10, 2025. [doi]

TK-RNSP: Efficient Top-K Repetitive Negative Sequential Pattern miningDun Lan, Chuanhou Sun, Xiangjun Dong 0001, Ping Qiu, Yongshun Gong, Xinwang Liu 0002, Philippe Fournier-Viger, Chengqi Zhang. ipm, 62(3):104077, 2025. [doi]

SARF: Aliasing Relation-Assisted Self-Supervised Learning for Few-Shot Relation ReasoningLingyuan Meng, Ke Liang 0006, Bin Xiao 0002, Sihang Zhou 0001, Yue Liu 0008, Meng Liu 0014, Xihong Yang, Xinwang Liu 0002, Jinyan Li. tnn, 36(2):3587-3597, February 2025. [doi]

Distance-Aware Learning for Inductive Link Prediction on Temporal NetworksZhiqiang Pan, Fei Cai, Xinwang Liu 0002, Honghui Chen. tnn, 36(1):978-990, January 2025. [doi]

Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation NetworkWenxuan Tu, Bin Xiao 0002, Xinwang Liu 0002, Sihang Zhou 0001, Zhiping Cai, Jieren Cheng. tnn, 36(2):3244-3257, February 2025. [doi]

One-Step Multi-View Clustering With Diverse RepresentationXinhang Wan, Jiyuan Liu 0003, Xinbiao Gan, Xinwang Liu 0002, Siwei Wang 0001, Yi Wen 0001, Tianjiao Wan, En Zhu. tnn, 36(3):5774-5786, March 2025. [doi]

GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order OptimizationHao Yu, Ke Liang 0006, Dayu Hu, Wenxuan Tu, Chuan Ma 0001, Sihang Zhou 0001, Xinwang Liu 0002. tkde, 37(1):319-333, January 2025. [doi]

DShield: Defending against Backdoor Attacks on Graph Neural Networks via Discrepancy LearningHao Yu, Chuan Ma 0001, Xinhang Wan, Jun Wang 0118, Tao Xiang 0001, Meng Shen, Xinwang Liu 0002. ndss 2025: [doi]

Sparse Low-Rank Multi-View Subspace Clustering With Consensus Anchors and Unified Bipartite GraphShengju Yu, Suyuan Liu, Siwei Wang 0001, Chang Tang, Zhigang Luo, Xinwang Liu 0002, En Zhu. tnn, 36(1):1438-1452, January 2025. [doi]

Knowledge Graph Completion with Relation-Aware Anchor EnhancementDuanyang Yuan, Sihang Zhou 0001, Xiaoshu Chen, Dong Wang, Ke Liang 0006, Xinwang Liu 0002, Jian Huang. AAAI 2025: 15239-15247 [doi]

KoSEL: Knowledge subgraph enhanced large language model for medical question answeringZefan Zeng, Qing Cheng 0004, Xingchen Hu, Yan Zhuang, Xinwang Liu 0002, Kunlun He, Zhong Liu 0002. kbs, 309:112837, 2025. [doi]

Medical Federated Model With Mixture of Personalized and Shared ComponentsYawei Zhao, Qinghe Liu, Pan Liu, Xinwang Liu 0002, Kunlun He. pami, 47(1):433-449, January 2025. [doi]

Category Alignment Mechanism for Few-Shot Image ClassificationZhenyu Zhou, Lei Luo 0002, Tianrui Liu, Qing Liao 0001, Xinwang Liu 0002, En Zhu. tnn, 36(4):7725-7738, April 2025. [doi]

Dynamic Ensemble Framework for Imbalanced Data ClassificationTuanfei Zhu, Xingchen Hu, Xinwang Liu 0002, En Zhu, Xinzhong Zhu, Huiying Xu. tkde, 37(5):2456-2471, May 2025. [doi]

2024

Scalable and Structural Multi-View Graph Clustering With Adaptive Anchor FusionSiwei Wang 0001, Xinwang Liu 0002, Suyuan Liu, Wenxuan Tu, En Zhu. TIP, 33:4627-4639, 2024. [doi]

Unpaired Multi-View Graph Clustering With Cross-View Structure MatchingYi Wen 0001, Siwei Wang 0001, Qing Liao 0001, Weixuan Liang, Ke Liang 0006, Xinhang Wan, Xinwang Liu 0002. tnn, 35(11):16049-16063, November 2024. [doi]

Regularized Simple Multiple Kernel k-Means With Kernel Average AlignmentMiaomiao Li 0001, Yi Zhang, Chuan Ma, Suyuan Liu, Zhe Liu 0001, Jianping Yin, Xinwang Liu 0002, Qing Liao 0001. tnn, 35(11):15910-15919, November 2024. [doi]

Multiview Deep Anomaly Detection: A Systematic ExplorationSiqi Wang 0001, Jiyuan Liu 0003, Guang Yu, Xinwang Liu 0002, Sihang Zhou 0001, En Zhu, Yuexiang Yang, Jianping Yin, Wenjing Yang 0002. tnn, 35(2):1651-1665, February 2024. [doi]

Incomplete Multiple Kernel Alignment Maximization for ClusteringXinwang Liu 0002. pami, 46(3):1412-1424, March 2024. [doi]

Clustering then Propagation: Select Better Anchors for Knowledge Graph EmbeddingKe Liang 0006, Yue Liu 0008, Hao Li 0025, Lingyuan Meng, Suyuan Liu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. nips 2024: [doi]

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced SubgraphsKe Liang 0006, Lingyuan Meng, Sihang Zhou 0001, Wenxuan Tu, Siwei Wang 0001, Yue Liu 0008, Meng Liu 0014, Long Zhao, Xiangjun Dong 0001, Xinwang Liu 0002. AAAI 2024: 10645-10653 [doi]

Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph ReasoningKe Liang 0006, Lingyuan Meng, Yue Liu 0008, Meng Liu 0014, Wei Wei, Suyuan Liu, Wenxuan Tu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. mm 2024: 1554-1563 [doi]

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multi-ModalKe Liang 0006, Lingyuan Meng, Meng Liu 0014, Yue Liu 0008, Wenxuan Tu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002, Fuchun Sun 0001, Kunlun He. pami, 46(12):9456-9478, December 2024. [doi]

Active Clustering Ensemble With Self-Paced LearningPeng Zhou 0006, Bicheng Sun, Xinwang Liu 0002, Liang Du 0003, Xuejun Li 0001. tnn, 35(9):12186-12200, September 2024. [doi]

Partial Clustering EnsemblePeng Zhou 0006, Liang Du 0003, Xinwang Liu 0002, Zhaolong Ling, Xia Ji 0002, Xuejun Li 0001, Yi-Dong Shen. tkde, 36(5):2096-2109, May 2024. [doi]

Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal CorrelationsKe Liang 0006, Sihang Zhou 0001, Meng Liu 0014, Yue Liu 0008, Wenxuan Tu, Yi Zhang, Liming Fang, Zhe Liu 0001, Xinwang Liu 0002. AAAI 2024: 8733-8741 [doi]

Simple Contrastive Graph ClusteringYue Liu 0008, Xihong Yang, Sihang Zhou 0001, Xinwang Liu 0002, Siwei Wang 0001, Ke Liang 0006, Wenxuan Tu, Liang Li. tnn, 35(10):13789-13800, October 2024. [doi]

Heterogeneous Graph Guided Contrastive Learning for Spatially Resolved Transcriptomics DataXiao He 0010, Chang Tang, Xinwang Liu 0002, Chuankun Li, Shan An, Zhenglai Li. mm 2024: 8287-8295 [doi]

Deep Temporal Graph ClusteringMeng Liu 0014, Yue Liu 0008, Ke Liang 0006, Wenxuan Tu, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. iclr 2024: [doi]

Test-Time Training on Graphs with Large Language Models (LLMs)Jiaxin Zhang 0030, Yiqi Wang 0001, Xihong Yang, Siwei Wang 0001, Yu Feng, Yu Shi, Ruichao Ren, En Zhu, Xinwang Liu 0002. mm 2024: 2089-2098 [doi]

Fast Approximated Multiple Kernel K-MeansJun Wang 0118, Chang Tang, Xiao Zheng, Xinwang Liu 0002, Wei Zhang 0049, En Zhu, Xinzhong Zhu. tkde, 36(11):6171-6180, November 2024. [doi]

Multiple Kernel Clustering With Adaptive Multi-Scale Partition SelectionJun Wang 0118, Zhenglai Li, Chang Tang, Suyuan Liu, Xinhang Wan, Xinwang Liu 0002. tkde, 36(11):6641-6652, November 2024. [doi]

Iterative Deep Structural Graph Contrast Clustering for Multiview Raw DataZhibin Dong, Jiaqi Jin, Yuyang Xiao, Siwei Wang 0001, Xinzhong Zhu, Xinwang Liu 0002, En Zhu. tnn, 35(12):18272-18284, December 2024. [doi]

ARISE: Graph Anomaly Detection on Attributed Networks via Substructure AwarenessJingcan Duan, Bin Xiao 0002, Siwei Wang 0001, Haifang Zhou, Xinwang Liu 0002. tnn, 35(12):18172-18185, December 2024. [doi]

Deep Fusion Clustering Network With Reliable Structure PreservationLei Gong, Wenxuan Tu, Sihang Zhou 0001, Long Zhao 0002, Zhe Liu, Xinwang Liu 0002. tnn, 35(6):7792-7803, June 2024. [doi]

Spatial-Spectral Graph Contrastive Clustering With Hard Sample Mining for Hyperspectral ImagesRenxiang Guan, Wenxuan Tu, Zihao Li, Hao Yu, Dayu Hu, Yuzeng Chen, Chang Tang, Qiangqiang Yuan, Xinwang Liu 0002. tgrs, 62:1-16, 2024. [doi]

An Efficient Federated Multiview Fuzzy C-Means Clustering MethodXingchen Hu, Jindong Qin, Yinghua Shen, Witold Pedrycz, Xinwang Liu 0002, Jiyuan Liu 0003. tfs, 32(4):1886-1899, April 2024. [doi]

High-order Topology for Deep Single-Cell Multiview Fuzzy ClusteringDayu Hu, Zhibin Dong, Ke Liang 0006, Hao Yu, Siwei Wang 0001, Xinwang Liu 0002. tfs, 32(8):4448-4459, August 2024. [doi]

scEGG: an exogenous gene-guided clustering method for single-cell transcriptomic dataDayu Hu, Renxiang Guan, Ke Liang, Hao Yu, Hao Quan, Yawei Zhao, Xinwang Liu 0002, Kunlun He. bib, 25(6), 2024. [doi]

Reliable Attribute-missing Multi-view Clustering with Instance-level and feature-level Cooperative ImputationDayu Hu, Suyuan Liu, Jun Wang 0118, Junpu Zhang, Siwei Wang 0001, Xingchen Hu, Xinzhong Zhu, Chang Tang, Xinwang Liu 0002. mm 2024: 1456-1466 [doi]

Local Sample-Weighted Multiple Kernel Clustering With Consensus Discriminative GraphLiang Li, Siwei Wang 0001, Xinwang Liu 0002, En Zhu, Li Shen 0007, Kenli Li 0001, Keqin Li 0001. tnn, 35(2):1721-1734, February 2024. [doi]

BGAE: Auto-Encoding Multi-View Bipartite Graph ClusteringLiang Li, Yuangang Pan, Jie Liu 0002, Yue Liu 0008, Xinwang Liu 0002, Kenli Li 0001, Ivor W. Tsang, Keqin Li 0001. tkde, 36(8):3682-3696, 2024. [doi]

Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete dataYan Li, Xingchen Hu, Tuanfei Zhu, Jiyuan Liu 0003, Xinwang Liu 0002, Zhong Liu. isci, 677:120830, 2024. [doi]

Late Fusion Multiview Clustering via Min-Max OptimizationMiaomiao Li, Xinwang Liu 0002, Yi Zhang, Weixuan Liang. tnn, 35(7):9417-9427, July 2024. [doi]

MS-Former: Memory-Supported Transformer for Weakly Supervised Change Detection With Patch-Level AnnotationsZhenglai Li, Chang Tang, Xinwang Liu 0002, Changdong Li, Xianju Li, Wei Zhang 0049. tgrs, 62:1-13, 2024. [doi]

Scalable Multiple Kernel Clustering: Learning Clustering Structure from ExpectationWeixuan Liang, En Zhu, Shengju Yu, Huiying Xu, Xinzhong Zhu, Xinwang Liu 0002. icml 2024: [doi]

On the Consistency and Large-Scale Extension of Multiple Kernel ClusteringWeixuan Liang, Chang Tang, Xinwang Liu 0002, Yong Liu 0018, Jiyuan Liu 0003, En Zhu, Kunlun He. pami, 46(10):6935-6947, October 2024. [doi]

Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View ClusteringSuyuan Liu, Ke Liang 0006, Zhibin Dong, Siwei Wang 0001, Xihong Yang, Sihang Zhou 0001, En Zhu, Xinwang Liu 0002. cvpr 2024: 26151-26161 [doi]

Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View ClusteringSuyuan Liu, Siwei Wang 0001, Ke Liang 0006, Junpu Zhang, Zhibin Dong, Tianrui Liu, En Zhu, Xinwang Liu 0002, Kunlun He. nips 2024: [doi]

Robust and Consistent Anchor Graph Learning for Multi-View ClusteringSuyuan Liu, Qing Liao 0001, Siwei Wang 0001, Xinwang Liu 0002, En Zhu. tkde, 36(8):4207-4219, 2024. [doi]

Fast Incomplete Multi-View Clustering With View-Independent AnchorsSuyuan Liu, Xinwang Liu 0002, Siwei Wang 0001, Xin Niu, En Zhu. tnn, 35(6):7740-7751, June 2024. [doi]

Sample-Level Cross-View Similarity Learning for Incomplete Multi-View ClusteringSuyuan Liu, Junpu Zhang, Yi Wen 0001, Xihong Yang, Siwei Wang 0001, Yi Zhang, En Zhu, Chang Tang, Long Zhao, Xinwang Liu 0002. AAAI 2024: 14017-14025 [doi]

Automatic and Aligned Anchor Learning Strategy for Multi-View ClusteringHuimin Ma, Siwei Wang 0001, Shengju Yu, Suyuan Liu, Junjie Huang 0001, Huijun Wu 0001, Xinwang Liu 0002, En Zhu. mm 2024: 5045-5054 [doi]

Symmetric Multi-View Subspace Clustering With Automatic Neighbor DiscoveryHuimin Ma, Siwei Wang 0001, Junpu Zhang, Shengju Yu, Suyuan Liu, Xinwang Liu 0002, Kunlun He. tcsv, 34(9):8766-8778, September 2024. [doi]

FedEAN: Entity-Aware Adversarial Negative Sampling for Federated Knowledge Graph ReasoningLingyuan Meng, Ke Liang 0006, Hao Yu, Yue Liu 0008, Sihang Zhou 0001, Meng Liu 0014, Xinwang Liu 0002. tkde, 36(12):8206-8219, December 2024. [doi]

A Lightweight Anchor-Based Incremental Framework for Multi-view ClusteringQian Qu, Xinhang Wan, Weixuan Liang, Jiyuan Liu 0003, Yu Feng, Huiying Xu, Xinwang Liu 0002, En Zhu. mm 2024: 8652-8661 [doi]

Layer Sequence Extraction of Optimized DNNs Using Side-Channel Information LeaksYidan Sun, Guiyuan Jiang, Xinwang Liu 0002, Peilan He, Siew Kei Lam. tcad, 43(10):3102-3115, October 2024. [doi]

SN-RNSP: Mining self-adaptive nonoverlapping repetitive negative sequential patterns in transaction sequencesChuanhou Sun, Yongshun Gong, Ying Guo, Long Zhao 0002, Hongjiao Guan, Xinwang Liu 0002, Xiangjun Dong 0001. kbs, 287:111449, 2024. [doi]

Multiview Spectral Clustering Based on Consensus Neighbor StrategyJiayi Tang, Yuping Lai, Xinwang Liu 0002. tnn, 35(12):18661-18673, December 2024. [doi]

TIG-CL: Teacher-Guided Individual- and Group-Aware Contrastive Learning for Unsupervised Person Reidentification in Internet of ThingsXiao Teng, Chuan Li, Xueqiong Li, Xinwang Liu 0002, Long Lan. iotj, 11(21):35060-35072, November 2024. [doi]

Attribute-Missing Graph Clustering NetworkWenxuan Tu, Renxiang Guan, Sihang Zhou 0001, Chuan Ma, Xin Peng, Zhiping Cai, Zhe Liu 0001, Jieren Cheng, Xinwang Liu 0002. AAAI 2024: 15392-15401 [doi]

Hierarchically Contrastive Hard Sample Mining for Graph Self-Supervised PretrainingWenxuan Tu, Shaohua Kevin Zhou, Xinwang Liu 0002, Chunpeng Ge, Zhiping Cai, Yue Liu 0008. tnn, 35(11):16748-16761, November 2024. [doi]

RARE: Robust Masked Graph AutoencoderWenxuan Tu, Qing Liao 0001, Sihang Zhou 0001, Xin Peng, Chuan Ma, Zhe Liu 0001, Xinwang Liu 0002, Zhiping Cai, Kunlun He. tkde, 36(10):5340-5353, October 2024. [doi]

Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific InformationXinhang Wan, Jiyuan Liu 0003, Xinwang Liu 0002, Yi Wen 0001, Hao Yu, Siwei Wang 0001, Shengju Yu, Tianjiao Wan, Jun Wang, En Zhu. icml 2024: [doi]

Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view ClusteringFangdi Wang, Jiaqi Jin, Jingtao Hu, Suyuan Liu, Xihong Yang, Siwei Wang 0001, Xinwang Liu 0002, En Zhu. nips 2024: [doi]

View Gap Matters: Cross-view Topology and Information Decoupling for Multi-view ClusteringFangdi Wang, Jiaqi Jin, Zhibin Dong, Xihong Yang, Yu Feng, Xinwang Liu 0002, Xinzhong Zhu, Siwei Wang 0001, Tianrui Liu, En Zhu. mm 2024: 8431-8440 [doi]

GraphLearner: Graph Node Clustering with Fully Learnable AugmentationXihong Yang, Erxue Min, Ke Liang 0006, Yue Liu 0008, Siwei Wang 0001, Sihang Zhou 0001, Huijun Wu 0001, Xinwang Liu 0002, En Zhu. mm 2024: 5517-5526 [doi]

Mixed Graph Contrastive Network for Semi-supervised Node ClassificationXihong Yang, Yiqi Wang 0001, Yue Liu 0008, Yi Wen 0001, Lingyuan Meng, Sihang Zhou 0001, Xinwang Liu 0002, En Zhu. tkde, 18(7):162, August 2024. [doi]

Interpolation-Based Contrastive Learning for Few-Label Semi-Supervised LearningXihong Yang, Xiaochang Hu, Sihang Zhou 0001, Xinwang Liu 0002, En Zhu. tnn, 35(2):2054-2065, February 2024. [doi]

Eigenvalue Ratio Inspired Partition Learning and Fusion for Multiple Kernel ClusteringWenqi Yang, Chang Tang, Xiao Zheng, Xinzhong Zhu, Xinwang Liu 0002. tkde, 36(12):8135-8147, December 2024. [doi]

Towards Resource-friendly, Extensible and Stable Incomplete Multi-view ClusteringShengju Yu, Zhibin Dong, Siwei Wang 0001, Xinhang Wan, Yue Liu 0008, Weixuan Liang, Pei Zhang 0008, Wenxuan Tu, Xinwang Liu 0002. icml 2024: [doi]

How to Construct Corresponding Anchors for Incomplete Multiview ClusteringShengju Yu, Siwei Wang 0001, Yi Wen 0001, Ziming Wang, Zhigang Luo, En Zhu, Xinwang Liu 0002. tcsv, 34(4):2845-2860, April 2024. [doi]

Differentiated Anchor Quantity Assisted Incomplete Multiview Clustering Without Number-TuningShengju Yu, Pei Zhang 0008, Siwei Wang 0001, Zhibin Dong, Hengfu Yang, En Zhu, Xinwang Liu 0002. tcyb, 54(11):7024-7037, November 2024. [doi]

DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View ClusteringShengju Yu, Siwei Wang 0001, Pei Zhang 0008, Miao Wang, Ziming Wang, Zhe Liu 0001, Liming Fang, En Zhu, Xinwang Liu 0002. AAAI 2024: 16568-16577 [doi]

Application of Gradient Boosting in the Design of Fuzzy Rule-Based Regression ModelsHuimin Zhang, Xingchen Hu, Xiubin Zhu, Xinwang Liu 0002, Witold Pedrycz. tkde, 36(11):5621-5632, November 2024. [doi]

ProtoRefine: Enhancing Prototypes with Similar Structure in Few-Shot LearningZhenyu Zhou, Qing Liao 0001, Lei Luo 0002, Xinwang Liu 0002, En Zhu. tomccap, 20(12), December 2024. [doi]

Task-Related Saliency for Few-Shot Image ClassificationZhenyu Zhou, Lei Luo 0002, Sihang Zhou 0001, Wang Li, Xihong Yang, Xinwang Liu 0002, En Zhu. tnn, 35(8):10751-10763, August 2024. [doi]

Multi-View Adaptive Fusion Network for Spatially Resolved Transcriptomics Data ClusteringYanran Zhu, Xiao He 0010, Chang Tang, Xinwang Liu 0002, Yuanyuan Liu 0004, Kunlun He. tkde, 36(12):8889-8900, December 2024. [doi]

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