PPaperPicks

Xinwang Liu

National University of Defense Technology (NUDT), School of Computer, Changsha, China

80 papers at tracked venues · 73 at CORE A* · active 2024–2026

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Venues

AAAI ×16ACM MM ×16NeurIPS ×11ICML ×10CVPR ×5ICDE ×4IJCAI ×4ACL ×3ICCV ×3ICLR ×3EMNLP ×2WWW ×2MICCAI ×1

Frequent coauthors

Shengju Yu
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Suyuan Liu
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Xihong Yang
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Ke Liang
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Renxiang Guan
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Taichun Zhou
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Lingyuan Meng
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Hao Yu
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Weixuan Liang
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Yaowen Hu
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Jiyuan Liu
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Xinhang Wan
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Papers

  1. Enhancing Kernel Power $K$-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method
    AAAI 2026 ·
    Yixi Chen
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  2. Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering
    AAAI 2026 ·
    Renxiang Guan
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  3. Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation
    AAAI 2026 ·
    Taichun Zhou
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  4. JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering (Extended Abstract)
    ICDE 2026 ·
    Liang Li
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  5. KEGOD: Kernel-enhanced Latent Substructure Learning for Graph Out-Of-Distribution Detection
    WWW 2026 ·
    Yifan Wang
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  6. Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning
    AAAI 2026 ·
    Lingyuan Meng
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  7. Parameter-Free Clustering via Self-Supervised Consensus Maximization
    AAAI 2026 ·
    Lijun Zhang
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  8. Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations
    AAAI 2026 ·
    Junsong Chen
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  9. ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion
    WWW 2026 ·
    Xiang Li
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  10. TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models
    AAAI 2026 ·
    Hao Yu
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  11. AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models
    ACL 2025 ·
    Shilong Pan
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  12. AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation
    ACM MM 2025 ·
    Yulin Sun
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  13. Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
    ICML 2025 ·
    Xihong Yang
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  14. BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)
    ICDE 2025 ·
    Liang Li
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  15. Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
    ICML 2025 ·
    Shengju Yu
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  16. Bit-swapping Oriented Twin-memory Multi-view Clustering in Lifelong Incomplete Scenarios
    NeurIPS 2025 ·
    Shengju Yu
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  17. COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
    ICML 2025 ·
    Weixuan Liang
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  18. Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes
    EMNLP 2025 ·
    Qiunan Du
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  19. DGCBench: A Deep Graph Clustering Benchmark
    NeurIPS 2025 ·
    Benyu Wu
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  20. DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
    ICLR 2025 ·
    Yi Zhang
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  21. DPFMVC: Dynamic Progressive Fusion for Multi-view Clustering
    ACM MM 2025 ·
    Taichun Zhou
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  22. DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation
    ACL 2025 ·
    Zhonghao Sun
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  23. DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference
    ACL 2025 ·
    Juhua Zhang
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  24. DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System
    ICDE 2025 ·
    Xihong Yang
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  25. Deep Incomplete Multi-View Clustering with Distribution Dual-Consistency Recovery Guidance
    ICCV 2025 ·
    Jiaqi Jin
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  26. Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
    ACM MM 2025 ·
    Yaowen Hu
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  27. EAReranker: Efficient Embedding Adequacy Assessment for Retrieval Augmented Generation
    NeurIPS 2025 ·
    Dongyang Zeng
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  28. EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View Clustering
    CVPR 2025 ·
    Baili Xiao
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  29. Efficient Federated Incomplete Multi-View Clustering
    ICML 2025 ·
    Suyuan Liu
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  30. Enhanced then Progressive Fusion with View Graph for Multi-View Clustering
    CVPR 2025 ·
    Zhibin Dong
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  31. FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing
    IJCAI 2025 ·
    Lingyuan Meng
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  32. Find True Collaborators: Banzhaf Index-based Cross View Alignment for Partially View-aligned Clustering
    ACM MM 2025 ·
    Shanghui Deng
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  33. From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
    ICML 2025 ·
    Shengju Yu
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  34. Generalized Deep Multi-View Clustering Via Causal Learning With Partially Aligned Cross-View Correspondence
    ICCV 2025 ·
    Xihong Yang
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  35. Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning
    CVPR 2025 ·
    Yuzhuo Dai
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  36. Incomplete Multi-view Deep Clustering with Data Imputation and Alignment
    NeurIPS 2025 ·
    Jiyuan Liu
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  37. Incremental Nyström-based Multiple Kernel Clustering
    AAAI 2025 ·
    Yu Feng
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  38. Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
    ICCV 2025 ·
    Xinhang Wan
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  39. Knowledge Graph Completion with Relation-Aware Anchor Enhancement
    AAAI 2025 ·
    Duanyang Yuan
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  40. LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment
    IJCAI 2025 ·
    Yanwanyu Xi
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  41. Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
    CVPR 2025 ·
    Jiyuan Liu
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  42. Learning the Anchors with Similar Distributions to Original Data for Multi-view Clustering
    ACM MM 2025 ·
    Junpu Zhang
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  43. Max-Mahalanobis Anchors Guidance for Multi-View Clustering
    AAAI 2025 ·
    Pei Zhang
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  44. Multi-view Graph Clustering with Dual Relation Optimization for Remote Sensing Data
    ACM MM 2025 ·
    Renxiang Guan
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  45. On the Adversarial Robustness of Multi-Kernel Clustering
    ICML 2025 ·
    Hao Yu
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  46. PolyMamba: Spatial-Prior Guided Mamba for Polyp Segmentation with High-Frequency Enhancement
    MICCAI 2025 ·
    Renyu Fu
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  47. Robust and Consistent Anchor Graph Learning for Multi-View Clustering (Extended Abstract)
    ICDE 2025 ·
    Suyuan Liu
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  48. SAINT: Sequence-Aware Integration for Spatial Transcriptomics Multi-View Clustering
    NeurIPS 2025 ·
    Zeyu Zhu
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  49. SALVG: Latent Variable Gene Augmented Graph Learning for Multi-View Clustering in Spatial Transcriptomics
    ACM MM 2025 ·
    Zeyu Zhu
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  50. Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
    ICML 2025 ·
    Yaowen Hu
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  51. Scalable Cross-View Sample Alignment for Multi-View Clustering with View Structure Similarity
    NeurIPS 2025 ·
    Jun Wang
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  52. Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction
    ICLR 2025 ·
    Shengju Yu
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  53. Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
    EMNLP 2025 ·
    Xiaoshu Chen
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  54. Soft Reasoning Paths for Knowledge Graph Completion
    IJCAI 2025 ·
    Yanning Hou
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  55. SparseMVC: Probing Cross-view Sparsity Variations for Multi-view Clustering
    NeurIPS 2025 ·
    Ruimeng Liu
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  56. Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation
    IJCAI 2025 ·
    Yuang Xiao
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  57. Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data
    AAAI 2025 ·
    Renxiang Guan
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  58. VSumMamba: Mamba Empowered Efficient Video Summarization with Multi-Scale Spatial-Temporal Modeling
    ACM MM 2025 ·
    Yamiao Ding
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  59. A Lightweight Anchor-Based Incremental Framework for Multi-view Clustering
    ACM MM 2024 ·
    Qian Qu
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  60. Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
    NeurIPS 2024 ·
    Suyuan Liu
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  61. Attribute-Missing Graph Clustering Network
    AAAI 2024 ·
    Wenxuan Tu
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  62. Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering
    ACM MM 2024 ·
    Huimin Ma
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  63. Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
    NeurIPS 2024 ·
    Ke Liang
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  64. DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
    AAAI 2024 ·
    Shengju Yu
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  65. Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information
    ICML 2024 ·
    Xinhang Wan
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  66. Deep Temporal Graph Clustering
    ICLR 2024 ·
    Meng Liu
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  67. End-to-end Learnable Clustering for Intent Learning in Recommendation
    NeurIPS 2024 ·
    Yue Liu
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  68. Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
    NeurIPS 2024 ·
    Fangdi Wang
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  69. GraphLearner: Graph Node Clustering with Fully Learnable Augmentation
    ACM MM 2024 ·
    Xihong Yang
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  70. Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
    AAAI 2024 ·
    Ke Liang
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  71. Heterogeneous Graph Guided Contrastive Learning for Spatially Resolved Transcriptomics Data
    ACM MM 2024 ·
    Xiao He
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  72. Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View Clustering
    CVPR 2024 ·
    Suyuan Liu
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  73. MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
    AAAI 2024 ·
    Ke Liang
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  74. Reliable Attribute-missing Multi-view Clustering with Instance-level and feature-level Cooperative Imputation
    ACM MM 2024 ·
    Dayu Hu
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  75. Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering
    AAAI 2024 ·
    Suyuan Liu
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  76. Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
    ICML 2024 ·
    Weixuan Liang
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  77. Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning
    ACM MM 2024 ·
    Ke Liang
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  78. Test-Time Training on Graphs with Large Language Models (LLMs)
    ACM MM 2024 ·
    Jiaxin Zhang
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  79. Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
    ICML 2024 ·
    Shengju Yu
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  80. View Gap Matters: Cross-view Topology and Information Decoupling for Multi-view Clustering
    ACM MM 2024 ·
    Fangdi Wang
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