← Authors

Xinwang Liu

106 papers · 2016–2026 · 14 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (14) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸƒ Academic Marathon (9) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (16) 🧭 Keyword Pioneer 🏠 Conference Loyalist (28) πŸ† Grand Slam πŸ”¬ Deep Specialist (58) 🀝 Dynamic Duo (46) πŸ† Keyword Champion (27) πŸ‘‘ Triple Crown πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (10) πŸ—ƒοΈ Keyword Collector (63) πŸš€ Conference Pioneer πŸ’Ž Century Club (99) ⚑ Prolific Year (10)

Conferences

AAAI (35) IJCAI (17) ICML (13) NIPS (11) CVPR (10) ICCV (6) ACL (3) EMNLP (3) ICLR (3) ACML (1) CORL (1) ECCV (1) JMLR (1) MICCAI (1)

Top co-authors

En Zhu (48) Siwei Wang (42) Ke Liang (22) sihang zhou (22) Jiyuan Liu (19) Suyuan Liu (18) Wenxuan Tu (16) Yue Liu (15) Chang Tang (14) Zhibin Dong (13)

Keywords

multi-view clustering (27) unsupervised learning (12) representation learning (12) contrastive learning (10) multiple kernel clustering (8) kernel methods (8) multi-view learning (8) graph neural network (7) incomplete multi-view clustering (7) consensus learning (7) graph clustering (6) spectral clustering (6) self-supervised learning (5) anchor learning (5) feature learning (5) anchor graph (4) consensus clustering (4) similarity matrix (3) feature fusion (3) deep clustering (3)

Papers

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 NystrΓΆm-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
RΒ²MRF: 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