Liu, Xinwang
109 publications
ICML
2025
Automatically Identify and Rectify: Robust Deep Contrastive Multi-View Clustering in Noisy Scenarios
NeurIPS
2025
Bit-Swapping Oriented Twin-Memory Multi-View Clustering in Lifelong Incomplete Scenarios
ICML
2025
COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
ICCV
2025
Deep Incomplete Multi-View Clustering with Distribution Dual-Consistency Recovery Guidance
ICML
2025
From Spectrum-Free Towards Baseline-View-Free: Double-Track Proximity Driven Multi-View Clustering
IJCAI
2025
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment
NeurIPS
2025
Scalable Cross-View Sample Alignment for Multi-View Clustering with View Structure Similarity
IJCAI
2025
Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-Scale Modulation
NeurIPS
2024
Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
ICML
2024
Decouple Then Classify: A Dynamic Multi-View Labeling Strategy with Shared and Specific Information
NeurIPS
2024
Evaluate Then Cooperate: Shapley-Based View Cooperation Enhancement for Multi-View Clustering
AAAI
2024
Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
AAAI
2024
MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
NeurIPS
2024
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
ICCV
2023
Cross-View Topology Based Consistent and Complementary Information for Deep Multi-View Clustering
CVPR
2023
Deep Incomplete Multi-View Clustering with Cross-View Partial Sample and Prototype Alignment
AAAI
2023
Let the Data Choose: Flexible and Diverse Anchor Graph Fusion for Scalable Multi-View Clustering
NeurIPS
2023
On the Properties of Kullback-Leibler Divergence Between Multivariate Gaussian Distributions
NeurIPS
2022
Align Then Fusion: Generalized Large-Scale Multi-View Clustering with Anchor Matching Correspondences
CVPR
2022
Deep Anomaly Discovery from Unlabeled Videos via Normality Advantage and Self-Paced Refinement
CVPR
2022
Highly-Efficient Incomplete Large-Scale Multi-View Clustering with Consensus Bipartite Graph
NeurIPS
2022
ResQ: A Residual Q Function-Based Approach for Multi-Agent Reinforcement Learning Value Factorization
NeurIPS
2022
Stability and Generalization of Kernel Clustering: From Single Kernel to Multiple Kernel
NeurIPS
2019
Effective End-to-End Unsupervised Outlier Detection via Inlier Priority of Discriminative Network
AAAI
2019
Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers Under High Outlier Ratios