Xinwang Liu

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