Xinwang Liu 0002 - researchr alias

researchr

You are not signed in
Sign in
Sign up

Viewing Publication 1 - 100 from 168

2026

Anchor graph-guided dual-target alignment network for incomplete multi-view clusteringAo Li 0002, Xinya Xu, Tianyu Gao, Dehua Miao, Fengwei Gu, Xinwang Liu 0002. inffus, 129:104011, 2026. [doi]

Communication-Efficient Federated Multi-View ClusteringJiyuan Liu 0003, Xinwang Liu 0002, Siqi Wang 0001, Xinhang Wan, Dongsheng Li 0001, Kai Lu 0001, Kunlun He. pami, 48(1):17-32, January 2026. [doi]

RefSAM: Efficiently adapting segmenting anything model for referring video object segmentationYonglin Li, Jing Zhang 0037, Xiao Teng, Haoyu Zhang, Xinwang Liu 0002, Long Lan. NN, 193:108000, 2026. [doi]

Span-aware temporal aggregation network for video moment retrievalXingyu Shen, Jinshi Xiao, Xiang Zhang 0008, Long Lan, Xinwang Liu 0002. inffus, 130:104075, 2026. [doi]

Contrastive and Dual Adversarial Representation Learning for Multi-View ClusteringYanwanyu Xi, Chang Tang, Junjie Huang 0001, Xingchen Hu 0001, Yuanyuan Liu 0004, Xinwang Liu 0002. tkde, 38(1):170-182, January 2026. [doi]

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]

FRCL-MNER: A Finer Grained Rank-Based Contrastive Learning Framework for Multimodal NERTianwei Yan 0001, Shan Zhao 0002, Wentao Ma, Shezheng Song, Chengyu Wang 0008, Zhibo Rao, Shizhao Chen, Zhigang Luo, Xinwang Liu 0002. tnn, 36(6):10779-10793, June 2025. [doi]

A Lightweight Deep Exclusion Unfolding Network for Single Image Reflection RemovalJunjie Huang 0001, Tianrui Liu, Zihan Chen, Xinwang Liu 0002, Meng Wang 0001, Pier Luigi Dragotti. pami, 47(6):4957-4973, June 2025. [doi]

Sample Adaptive Localized Simple Multiple Kernel K-Means and its Application in Parcellation of Human Cerebral CortexXinwang Liu 0002, Yi Zhang 0104, Li Liu 0002, Chang Tang, Limin Peng, Long Lan, Dewen Hu. pami, 47(9):8134-8147, September 2025. [doi]

Large-scale Multi-view Tensor Clustering with Implicit Linear KernelsJiyuan Liu 0003, Xinwang Liu 0002, Chuankun Li, Xinhang Wan, Hao Tan, Yi Zhang, Weixuan Liang, Qian Qu, Yu Feng, Renxiang Guan, Ke Liang 0006. cvpr 2025: 20727-20736 [doi]

On Nonconvex SGD Under Unbounded Noise With Weak Gradient Lipschitz and Delayed Stochastic GradientTao Sun 0005, Li Shen 0008, Xinwang Liu 0002. pami, 47(8):7053-7063, August 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]

From Concrete to Abstract: Multi-View Clustering on Relational KnowledgeKe Liang 0006, Lingyuan Meng, Hao Li 0025, Jun Wang 0118, Long Lan, Miaomiao Li 0001, Xinwang Liu 0002, Huaimin Wang. pami, 47(10):9043-9060, October 2025. [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]

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]

Spectral Discrepancy and Cross-Modal Semantic Consistency Learning for Object Detection in Hyperspectral ImagesXiao He 0010, Chang Tang, Xinwang Liu 0002, Wei Zhang 0049, Zhimin Gao, Chuankun Li, ShaoHua Qiu, Jiangfeng Xu. tmm, 27:6719-6731, 2025. [doi]

Multiview Temporal Graph ClusteringMeng Liu 0014, Ke Liang 0006, Hao Yu 0017, Lingyuan Meng, Siwei Wang 0001, Sihang Zhou 0001, Xinwang Liu 0002. tnn, 36(10):18383-18396, October 2025. [doi]

Deep Temporal Graph Clustering: A Comprehensive Benchmark and DatasetsMeng Liu 0014, Ke Liang 0006, Siwei Wang 0001, Xingchen Hu 0001, Sihang Zhou 0001, Xinwang Liu 0002. pami, 47(12):11561-11578, December 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]

On the Adversarial Robustness of Multi-Kernel ClusteringHao Yu 0017, Weixuan Liang, Ke Liang 0006, Suyuan Liu, Meng Liu 0014, Xinwang Liu 0002. icml 2025: [doi]

Regularized Instance Weighting Multiview Clustering via Late Fusion AlignmentYi Zhang 0104, Fengyu Tian, Chuan Ma 0001, Miaomiao Li 0001, Hengfu Yang, Zhe Liu 0001, En Zhu, Xinwang Liu 0002. tnn, 36(5):8926-8938, May 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]

Hyperspectral Video Tracking With Spectral-Spatial Fusion and Memory EnhancementYuzeng Chen, Qiangqiang Yuan, Hong Xie 0002, Yuqi Tang, Yi Xiao 0003, Jiang He, Renxiang Guan, Xinwang Liu 0002, Liangpei Zhang 0001. TIP, 34:3547-3562, 2025. [doi]

Thinking on Context: Inductive Relation Prediction Guided by the Reasoning Ability of Large Language ModelsXiaoshu Chen, Sihang Zhou 0001, Ke Liang 0006, Jiafei Wu, Xinwang Liu 0002, Dongsheng Li 0001, Kai Lu 0001. tkde, 37(10):6202-6215, October 2025. [doi]

Distilling Reasoning Ability From Large Language Models With Adaptive ThinkingXiaoshu Chen, Sihang Zhou 0001, Ke Liang 0006, Xinwang Liu 0002. tnn, 36(11):19820-19833, November 2025. [doi]

Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic LearningYuzhuo Dai, Jiaqi Jin, Zhibin Dong, Siwei Wang 0001, Xinwang Liu 0002, En Zhu, Xihong Yang, Xinbiao Gan, Yu Feng. cvpr 2025: 5071-5081 [doi]

scSPAF: Cell Similarity Purified Adaptive Fusion Network for Single-Cell Multi-Omics ClusteringShanghui Deng, Xiao Zheng, Chang Tang, Xinwang Liu 0002, Yuanyuan Liu 0004, Shan An. tcbb, 22(6):2943-2954, 2025. [doi]

Find True Collaborators: Banzhaf Index-based Cross View Alignment for Partially View-aligned ClusteringShanghui Deng, Xiao Zheng, Chang Tang, Kun Sun, Yuanyuan Liu 0004, Xinwang Liu 0002. mm 2025: 2447-2456 [doi]

VSumMamba: Mamba Empowered Efficient Video Summarization with Multi-Scale Spatial-Temporal ModelingYamiao Ding, Tianrui Liu 0001, Zhizhou Lu, Jun-Jie Huang, Wentao Zhao, Xinwang Liu 0002, Meng Wang 0001. mm 2025: 6549-6557 [doi]

Selective Cross-View Topology for Deep Incomplete Multi-View ClusteringZhibin Dong, Dayu Hu, Jiaqi Jin, Siwei Wang 0001, Xinwang Liu 0002, En Zhu. TIP, 34:4792-4805, 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]

Enhanced then Progressive Fusion with View Graph for Multi-View ClusteringZhibin Dong, Meng Liu, Siwei Wang 0001, Ke Liang 0006, Yi Zhang, Suyuan Liu, Jiaqi Jin, Xinwang Liu 0002, En Zhu. cvpr 2025: 15518-15527 [doi]

Deep Incomplete Multiview Clustering via Local and Global Pseudo-Label PropagationCong Feng, Ao Li 0002, Haoyue Xu, Hailu Yang 0001, Xinwang Liu 0002. tnn, 36(5):8684-8698, May 2025. [doi]

Incremental Multi-View Clustering: Exploring Stream-View Correlations to Learn Consistency and DiversityYu Feng, Weixuan Liang, Xinhang Wan, Jiyuan Liu 0003, Miaomiao Li 0001, Xinwang Liu 0002. tkde, 37(12):7226-7239, December 2025. [doi]

Diversity Learning Guided Dual Graph Autoencoder for Unsupervised Hyperspectral Band SelectionWei Feng, Chang Tang, Cheng Zeng, Xinwang Liu 0002, Junjun Jiang, Xianju Li, Xinzhong Zhu. tcsv, 35(12):11740-11753, December 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]

PolyMamba: Spatial-Prior Guided Mamba for Polyp Segmentation with High-Frequency EnhancementRenyu Fu, Shurui Hu, Xiao Zheng, Chang Tang, Xinwang Liu 0002. miccai 2026: 455-465 [doi]

Sampling Enhanced Contrastive Multi-View Remote Sensing Data Clustering With Long-Short Range Information MiningRenxiang Guan, Tianrui Liu, Wenxuan Tu, Chang Tang, Wenhan Luo, Xinwang Liu 0002. tkde, 37(9):5598-5612, September 2025. [doi]

Prototype-Driven Multi-View Attribute-Missing Graph ClusteringRenxiang Guan, Wenxuan Tu, Dayu Hu, Weixuan Liang, Ke Liang 0006, Yaowen Hu, Yue Liu 0008, Xinwang Liu 0002. tmm, 27:9454-9466, 2025. [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]

Multi-view Graph Clustering with Dual Relation Optimization for Remote Sensing DataRenxiang Guan, Junhong Li, Siwei Wang 0001, Wenxuan Tu, Miaomiao Li 0001, En Zhu, Xinwang Liu 0002, Ping Chen. mm 2025: 7346-7355 [doi]

Soft Reasoning Paths for Knowledge Graph CompletionYanning Hou, Sihang Zhou 0001, Ke Liang 0006, Lingyuan Meng, Xiaoshu Chen, Ke Xu, Siwei Wang 0001, Xinwang Liu 0002, Jian Huang. IJCAI 2025: 2937-2945 [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]

Higher-order Enhanced Contrastive-based Graph Anomaly Detection Without Graph AugmentationJingtao Hu, Siwei Wang 0001, Jingcan Duan, Hu Jin, Xinwang Liu 0002, En Zhu. PR, 167:111666, 2025. [doi]

Scalable Attribute-Missing Graph Clustering via Neighborhood DifferentiationYaowen Hu, Wenxuan Tu, Yue Liu 0008, Xinhang Wan, Junyi Yan, Taichun Zhou, Xinwang Liu 0002. icml 2025: [doi]

Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing GraphsYaowen Hu, Wenxuan Tu, Yue Liu 0008, Miaomiao Li 0001, Wenpeng Lu, Zhigang Luo, Xinwang Liu 0002, Ping Chen. mm 2025: 10905-10914 [doi]

Part-Aware Shape Generation With Latent 3D Diffusion of Neural Voxel FieldsYuhang Huang, SHilong Zou, Xinwang Liu 0002, Kai Xu 0004. tvcg, 31(10):8057-8069, October 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]

Generalized Probabilistic Graphical Modeling for Multi-View Bipartite Graph ClusteringLiang Li, Yuangang Pan, Yinghua Yao, Junpu Zhang, Moyun Liu, Xueling Zhu, Xinwang Liu 0002, Kenli Li 0001, Ivor W. Tsang, Keqin Li 0001. pami, 47(12):11187-11200, December 2025. [doi]

BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)Liang Li, Yuangang Pan, Jie Liu 0002, Yue Liu 0008, Xinwang Liu 0002, Kenli Li 0001, Ivor W. Tsang, Keqin Li 0001. icde 2025: 4720-4721 [doi]

JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph ClusteringLiang Li, Yuangang Pan, Junpu Zhang, Pei Zhang 0008, Jie Liu 0002, Xinwang Liu 0002, Kenli Li 0001, Ivor W. Tsang, Keqin Li 0001. tkde, 37(9):5346-5359, September 2025. [doi]

COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel ClusteringWeixuan Liang, Xinwang Liu 0002, Ke Liang 0006, Jiyuan Liu 0003, En Zhu. icml 2025: [doi]

Linear Complexity Multi-View Unsupervised Feature Selection via Anchor-Based Feature Relationship ConstructionQi Liu, Suyuan Liu, Jianhua Dai, Xueling Zhu, Xinwang Liu 0002. TIP, 34:7889-7902, 2025. [doi]

Latent Semantics and Anchor Graph Multi-Layer Learning for Multi-View Unsupervised Feature SelectionQi Liu, Suyuan Liu, Xinwang Liu 0002, Jianhua Dai. tkde, 37(10):6032-6045, October 2025. [doi]

Robust and Consistent Anchor Graph Learning for Multi-View Clustering (Extended Abstract)Suyuan Liu, Qing Liao 0001, Siwei Wang 0001, Xinwang Liu 0002, En Zhu. icde 2025: 4742-4743 [doi]

Efficient Federated Incomplete Multi-View ClusteringSuyuan Liu, Hao Yu 0017, Hao Tan, Ke Liang 0006, Siwei Wang 0001, Shengju Yu, En Zhu, Xinwang Liu 0002. icml 2025: [doi]

Learning Knowledge-diverse Experts for Long-tailed Graph ClassificationZhengyang Mao, Wei Ju, Siyu Yi, Yifan Wang 0014, Zhiping Xiao 0001, Qingqing Long, Nan Yin, Xinwang Liu 0002, Ming Zhang 0004. tkdd, 19(2), February 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]

FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative EnhancingLingyuan Meng, Ke Liang 0006, Zeyu Zhu, Xinwang Liu 0002, Wenpeng Lu. IJCAI 2025: 4597-4605 [doi]

Time-Aware Graph Learning for Link Prediction on Temporal NetworksZhiqiang Pan, Honghui Chen, Wanyu Chen, Fei Cai, Xinwang Liu 0002. tnn, 36(6):10619-10634, June 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]

AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language ModelsShilong Pan, Zhiliang Tian, Zhen Huang 0006, Wanlong Yu, Zhihua Wen, Xinwang Liu 0002, Kai Lu, Minlie Huang, Dongsheng Li 0001. acl 2025: 17391-17406 [doi]

DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text GenerationZhonghao Sun, Zhiliang Tian, Yiping Song, Yuyi Si, Juhua Zhang, Minlie Huang, Kai Lu, Zeyu Xiong, Xinwang Liu 0002, Dongsheng Li 0001. acl 2025: 16159-16179 [doi]

AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label ReannotationYulin Sun, Qisheng Xu, Yi Su 0010, Qian Zhu, Yong Dou, Xinwang Liu 0002, Kele Xu. mm 2025: 13089-13096 [doi]

Multi-View Clustering via High-Order Bipartite Graph Learning and Tensor Low-Rank RepresentationChuan Tang, Miaomiao Li 0001, Jun Wang 0118, Chang Tang, Jiahe Jiang, Tianyi Wang 0006, En Zhu, Xinwang Liu 0002. tkde, 37(11):6521-6534, November 2025. [doi]

Incomplete Multiview Clustering Based on Consensus InformationJiayi Tang, Long Zhao 0002, Xinwang Liu 0002. tnn, 36(5):8317-8330, May 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]

WAGE: Weight-Sharing Attribute-Missing Graph AutoencoderWenxuan Tu, Sihang Zhou 0001, Xinwang Liu 0002, Zhiping Cai, Yawei Zhao, Yue Liu 0008, Kunlun He. pami, 47(7):5760-5777, July 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]

Contrastive Continual Multiview Clustering With Filtered Structural FusionXinhang Wan, Jiyuan Liu 0003, Hao Yu, Qian Qu, Ao Li 0002, Xinwang Liu 0002, Ke Liang 0006, Zhibin Dong, En Zhu. tnn, 36(8):14829-14842, August 2025. [doi]

LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global RealignmentYanwanyu Xi, Xiao Zheng, Chang Tang, Xingchen Hu, Yuanyuan Liu 0004, Jun-Jie Huang, Xinwang Liu 0002. IJCAI 2025: 6624-6632 [doi]

Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale ModulationYuang Xiao, Yanran Zhu, Chang Tang, Xiao Zheng, Yuanyuan Liu 0004, Kun Sun 0002, Xinwang Liu 0002. IJCAI 2025: 6669-6677 [doi]

EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View ClusteringBaili Xiao, Zhibin Dong, Ke Liang 0006, Suyuan Liu, Siwei Wang 0001, Tianrui Liu, Xingchen Hu, En Zhu, Xinwang Liu 0002. cvpr 2025: 20716-20726 [doi]

Address Anomalies at Critical Crossroads for Graph Anomaly DetectionJunyi Yan, Enguang Zuo, Ke Liang 0006, Meng Liu 0014, Miaomiao Li 0001, Xinwang Liu 0002, Xiaoyi Lv, Kai Lu 0001. tkde, 37(12):6877-6890, December 2025. [doi]

Dual Test-Time Training for Out-of-Distribution Recommender SystemXihong Yang, Yiqi Wang 0001, Jin Chen 0008, Wenqi Fan, Xiangyu Zhao 0001, En Zhu, Xinwang Liu 0002, Defu Lian. tkde, 37(6):3312-3326, June 2025. [doi]

Smooth Multiple Kernel k-Means via Underlying Graph FilteringWenqi Yang, Chang Tang, Xinwang Liu 0002, Guanghui Yue 0001, Yuanyuan Liu 0004, Changqing Zhang, En Zhu. tnn, 36(8):14855-14868, August 2025. [doi]

WildVideo: Benchmarking LMMs for Understanding Video-Language InteractionSongyuan Yang, Weijiang Yu, Wenjing Yang 0002, Xinwang Liu 0002, Huibin Tan, Long Lan, Nong Xiao 0001. pami, 47(10):9330-9344, October 2025. [doi]

DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender SystemXihong Yang, Heming Jing, Zixing Zhang 0006, Jindong Wang, Huakang Niu, Shuaiqiang Wang, Yu Lu, Junfeng Wang, Dawei Yin, Xinwang Liu 0002, En Zhu, Defu Lian, Erxue Min. icde 2025: 904-917 [doi]

Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy ScenariosXihong Yang, Siwei Wang 0001, Fangdi Wang, Jiaqi Jin, Suyuan Liu, Yue Liu 0008, En Zhu, Xinwang Liu 0002, Yueming Jin. icml 2025: [doi]

DREAM: A Dual Variational Framework for Unsupervised Graph Domain AdaptationNan Yin, Li Shen 0008, Mengzhu Wang, Xinwang Liu 0002, Chong Chen 0002, Xian-Sheng Hua 0001. pami, 47(11):10787-10800, November 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]

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]

From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view ClusteringShengju Yu, Zhibin Dong, Siwei Wang 0001, Suyuan Liu, Ke Liang 0006, Xinwang Liu 0002, Yue Liu 0008, Yi Zhang 0104. icml 2025: [doi]

Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear OverheadShengju Yu, Yiu-ming Cheung, Siwei Wang 0001, Xinwang Liu 0002, En Zhu. icml 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]

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]

Masked Superpixel Contrastive Subspace Clustering Network for Unsupervised Large-Scale Hyperspectral Image ClassificationMengjiao Zhang, Tianhao Han, Xiaofeng Qu, Xizhan Gao, Xinwang Liu 0002, Sijie Niu. tgrs, 63:1-16, 2025. [doi]

Adaptive Anchor-Guided Representation Learning for Efficient Multi-View Subspace ClusteringMengjiao Zhang, Xinwang Liu 0002, Tianhao Han, Xiaofeng Qu, Sijie Niu. TIP, 34:6053-6067, 2025. [doi]

TFMKC: Tuning-Free Multiple Kernel Clustering Coupled With Diverse Partition FusionJunpu Zhang, Liang Li, Pei Zhang 0008, Yue Liu 0008, Siwei Wang 0001, Changbao Zhou, Xinwang Liu 0002, En Zhu. tnn, 36(5):9592-9605, May 2025. [doi]

DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max OptimizationYi Zhang, Siwei Wang, Jiyuan Liu, Shengju Yu, Zhibin Dong, Suyuan Liu, Xinwang Liu 0002, En Zhu. iclr 2025: [doi]

Learning the Anchors with Similar Distributions to Original Data for Multi-view ClusteringJunpu Zhang, Shengju Yu, Suyuan Liu, Siwei Wang 0001, Miaomiao Li 0001, Xinwang Liu 0002, En Zhu, Kunlun He. mm 2025: 857-866 [doi]

DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM InferenceJuhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu 0002, Minlie Huang, Dongsheng Li 0001. acl 2025: 20243-20255 [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]

DPFMVC: Dynamic Progressive Fusion for Multi-view ClusteringTaichun Zhou, Zhibin Dong, Siwei Wang 0001, Ke Liang 0006, Miaomiao Li 0001, Xinwang Liu 0002, En Zhu, Xiangjun Dong 0001. mm 2025: 1102-1111 [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]

BMCST: Balanced multi-view clustering for spatially resolved transcriptomics with Mamba-driven dynamic feature refinementYanran Zhu, Xiao Zheng, Xiao He 0010, Xin Zou 0001, Peihong Wang, Chang Tang, Xinwang Liu 0002, Kunlun He. inffus, 124:103425, 2025. [doi]

SALVG: Latent Variable Gene Augmented Graph Learning for Multi-View Clustering in Spatial TranscriptomicsZeyu Zhu, Ke Liang 0006, Lingyuan Meng, Xingchen Hu 0001, Xinwang Liu 0002, Wanwei Liu, Kunlun He. mm 2025: 1977-1986 [doi]

See Also

All Publications

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Tag

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1

Researchr

Publications by 'Xinwang Liu 0002'

Viewing Publication 1 - 100 from 168

2026

2025

See Also

All Publications

Filter by YearOR AND NOT 1

Filter by TypeOR AND NOT 1

Filter by Tag

Filter by Venue [+]OR AND NOT 1

Filter by Author [+]OR AND NOT 1

Filter by Top Terms [+]OR AND NOT 1

Researchr

Publications by 'Xinwang Liu 0002'

Viewing Publication 1 - 100 from 168

2026

2025

Filter by Year
OR AND NOT 1

Filter by Type
OR AND NOT 1

Filter by Venue

[+]
OR AND NOT 1

Filter by Author

[+]
OR AND NOT 1

Filter by Top Terms

[+]
OR AND NOT 1