Xinwang Liu

Enhancing Kernel Power K-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method AAAI 2026 Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering AAAI 2026 Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation AAAI 2026 Imbalanced View Contribution Evaluation and Refinement for Deep Incomplete Multi-View Clustering CVPR 2026 Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning AAAI 2026 Parameter-Free Clustering via Self-Supervised Consensus Maximization AAAI 2026 Plug-and-Play Incomplete Multi-View Clustering via Janus-Faced Affinity Learning with Topology Harmonization CVPR 2026 Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations AAAI 2026 TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models AAAI 2026 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios ICML 2025 Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead ICML 2025 COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering ICML 2025 Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes EMNLP 2025 Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance ICCV 2025 DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization ICLR 2025 DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation ACL 2025 DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference ACL 2025 EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering CVPR 2025 Efficient Federated Incomplete Multi-View Clustering ICML 2025 Enhanced then Progressive Fusion with View Graph for Multi-View Clustering CVPR 2025 From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering ICML 2025 FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing IJCAI 2025 Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence ICCV 2025 Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning CVPR 2025 Incremental Nyström-based Multiple Kernel Clustering AAAI 2025 Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery ICCV 2025 Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 LaDi-WM: A Latent Diffusion-Based World Model for Predictive Manipulation CoRL 2025 Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels CVPR 2025 LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025 Max-Mahalanobis Anchors Guidance for Multi-View Clustering AAAI 2025 On the Adversarial Robustness of Multi-Kernel Clustering ICML 2025 PolyMamba: Spatial-prior Guided Mamba for Polyp Segmentation with High-Frequency Enhancement MICCAI 2025 Revisiting Gradient Normalization and Clipping for Nonconvex SGD under Heavy-Tailed Noise: Necessity, Sufficiency, and Acceleration JMLR 2025 Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation ICML 2025 Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction ICLR 2025 Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025 Soft Reasoning Paths for Knowledge Graph Completion IJCAI 2025 Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation IJCAI 2025 Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data AAAI 2025 SwiftPrune: Hessian-Free Weight Pruning for Large Language Models EMNLP 2025 Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering NeurIPS 2024 Attribute-Missing Graph Clustering Network AAAI 2024 Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding NeurIPS 2024 Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information ICML 2024 Deep Temporal Graph Clustering ICLR 2024 DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering AAAI 2024 End-to-end Learnable Clustering for Intent Learning in Recommendation NeurIPS 2024 Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering NeurIPS 2024 Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations AAAI 2024 Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering CVPR 2024 MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs AAAI 2024 Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering AAAI 2024 Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation ICML 2024 The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization NeurIPS 2024 Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering ICML 2024 Auto-Weighted Multi-View Clustering for Large-Scale Data AAAI 2023 Cluster-Guided Contrastive Graph Clustering Network AAAI 2023 Consistency of Multiple Kernel Clustering ICML 2023 Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering ICCV 2023 Deep Incomplete Multi-View Clustering With Cross-View Partial Sample and Prototype Alignment CVPR 2023 Dink-Net: Neural Clustering on Large Graphs ICML 2023 Hard Sample Aware Network for Contrastive Deep Graph Clustering AAAI 2023 Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering AAAI 2023 On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions NeurIPS 2023 RiskQ: Risk-sensitive Multi-Agent Reinforcement Learning Value Factorization NeurIPS 2023 Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences NeurIPS 2022 Attributed Graph Clustering with Dual Redundancy Reduction IJCAI 2022 Deep Anomaly Discovery From Unlabeled Videos via Normality Advantage and Self-Paced Refinement CVPR 2022 Deep Graph Clustering via Dual Correlation Reduction AAAI 2022 DisARM: Displacement Aware Relation Module for 3D Detection CVPR 2022 Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors AAAI 2022 Fusion Multiple Kernel K-means AAAI 2022 Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph CVPR 2022 Initializing Then Refining: A Simple Graph Attribute Imputation Network IJCAI 2022 ResQ: A Residual Q Function-based Approach for Multi-Agent Reinforcement Learning Value Factorization NeurIPS 2022 Robust Graph-Based Multi-View Clustering AAAI 2022 Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel NeurIPS 2022 Deep Fusion Clustering Network AAAI 2021 Hierarchical Multiple Kernel Clustering AAAI 2021 Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral Clustering IJCAI 2021 Localized Simple Multiple Kernel K-Means ICCV 2021 Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection AAAI 2021 One Pass Late Fusion Multi-view Clustering ICML 2021 One-Pass Multi-View Clustering for Large-Scale Data ICCV 2021 CGD: Multi-View Clustering via Cross-View Graph Diffusion AAAI 2020 Deep Embedded Complementary and Interactive Information for Multi-View Classification AAAI 2020 Joint Multi-view 2D Convolutional Neural Networks for 3D Object Classification IJCAI 2020 Multi-View Spectral Clustering with Optimal Neighborhood Laplacian Matrix AAAI 2020 Outlier Detection Ensemble with Embedded Feature Selection AAAI 2020 R²MRF: Defocus Blur Detection via Recurrently Refining Multi-Scale Residual Features AAAI 2020 Affine Equivariant Autoencoder IJCAI 2019 Cross-View Local Structure Preserved Diversity and Consensus Learning for Multi-View Unsupervised Feature Selection AAAI 2019 DeFusionNET: Defocus Blur Detection via Recurrently Fusing and Refining Multi-Scale Deep Features CVPR 2019 Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network NeurIPS 2019 Efficient and Effective Incomplete Multi-View Clustering AAAI 2019 Multi-view Clustering via Late Fusion Alignment Maximization IJCAI 2019 Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios AAAI 2019 Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data IJCAI 2019 Deep Embedded Clustering with Data Augmentation ACML 2018 DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition ECCV 2018 FISH-MML: Fisher-HSIC Multi-View Metric Learning IJCAI 2018 Localized Incomplete Multiple Kernel k-means IJCAI 2018 Approximate Large-scale Multiple Kernel k-means Using Deep Neural Network IJCAI 2017 Improved Deep Embedded Clustering with Local Structure Preservation IJCAI 2017 Multiple Kernel Clustering Framework with Improved Kernels IJCAI 2017 Multiple Kernel Clustering with Local Kernel Alignment Maximization IJCAI 2016