PPaperPicks

Siwei Wang

College of Computer, National University of Defense Technology, Changsha, China

43 papers at tracked venues · 41 at CORE A* · active 2024–2026

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Venues

AAAI ×11ACM MM ×9ICML ×6CVPR ×4NeurIPS ×4ICLR ×3ICCV ×2EMNLP ×1ICDE ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Shengju Yu
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Suyuan Liu
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Renxiang Guan
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Xihong Yang
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Ke Liang
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Baili Xiao
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Taichun Zhou
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Fangdi Wang
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Lijun Zhang
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Hao Yu
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Di Zhao
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Yi Zhang
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Papers

  1. DMCAR: Disentangled Mixture-of-Experts with Context-Aware Routing for Multi-View Clustering
    AAAI 2026 ·
    Baili Xiao
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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. Parameter-Free Clustering via Self-Supervised Consensus Maximization
    AAAI 2026 ·
    Lijun Zhang
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  5. TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models
    AAAI 2026 ·
    Hao Yu
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  6. Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
    ICML 2025 ·
    Xihong Yang
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  7. Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
    ICML 2025 ·
    Shengju Yu
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  8. Bit-swapping Oriented Twin-memory Multi-view Clustering in Lifelong Incomplete Scenarios
    NeurIPS 2025 ·
    Shengju Yu
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  9. COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation
    EMNLP 2025 ·
    Di Zhao
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  10. DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
    ICLR 2025 ·
    Yi Zhang
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  11. DPFMVC: Dynamic Progressive Fusion for Multi-view Clustering
    ACM MM 2025 ·
    Taichun Zhou
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  12. Deep Incomplete Multi-View Clustering with Distribution Dual-Consistency Recovery Guidance
    ICCV 2025 ·
    Jiaqi Jin
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  13. EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View Clustering
    CVPR 2025 ·
    Baili Xiao
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  14. Efficient Federated Incomplete Multi-View Clustering
    ICML 2025 ·
    Suyuan Liu
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  15. Enhanced then Progressive Fusion with View Graph for Multi-View Clustering
    CVPR 2025 ·
    Zhibin Dong
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  16. From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
    ICML 2025 ·
    Shengju Yu
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  17. Generalized Deep Multi-View Clustering Via Causal Learning With Partially Aligned Cross-View Correspondence
    ICCV 2025 ·
    Xihong Yang
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  18. Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning
    CVPR 2025 ·
    Yuzhuo Dai
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  19. Learning the Anchors with Similar Distributions to Original Data for Multi-view Clustering
    ACM MM 2025 ·
    Junpu Zhang
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  20. Max-Mahalanobis Anchors Guidance for Multi-View Clustering
    AAAI 2025 ·
    Pei Zhang
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  21. Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation
    SIGKDD 2025 ·
    Yi Wen
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  22. Multi-view Graph Clustering with Dual Relation Optimization for Remote Sensing Data
    ACM MM 2025 ·
    Renxiang Guan
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  23. Robust and Consistent Anchor Graph Learning for Multi-View Clustering (Extended Abstract)
    ICDE 2025 ·
    Suyuan Liu
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  24. 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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  25. Soft Reasoning Paths for Knowledge Graph Completion
    IJCAI 2025 ·
    Yanning Hou
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  26. Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data
    AAAI 2025 ·
    Renxiang Guan
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  27. A Non-parametric Graph Clustering Framework for Multi-View Data
    AAAI 2024 ·
    Shengju Yu
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  28. Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
    NeurIPS 2024 ·
    Suyuan Liu
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  29. Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering
    ACM MM 2024 ·
    Huimin Ma
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  30. Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
    NeurIPS 2024 ·
    Ke Liang
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  31. DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
    AAAI 2024 ·
    Shengju Yu
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  32. Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information
    ICML 2024 ·
    Xinhang Wan
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  33. Deep Temporal Graph Clustering
    ICLR 2024 ·
    Meng Liu
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  34. Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
    NeurIPS 2024 ·
    Fangdi Wang
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  35. GraphLearner: Graph Node Clustering with Fully Learnable Augmentation
    ACM MM 2024 ·
    Xihong Yang
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  36. Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View Clustering
    CVPR 2024 ·
    Suyuan Liu
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  37. MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
    AAAI 2024 ·
    Ke Liang
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  38. Reliable Attribute-missing Multi-view Clustering with Instance-level and feature-level Cooperative Imputation
    ACM MM 2024 ·
    Dayu Hu
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  39. Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering
    AAAI 2024 ·
    Suyuan Liu
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  40. Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning
    ACM MM 2024 ·
    Ke Liang
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  41. Test-Time Training on Graphs with Large Language Models (LLMs)
    ACM MM 2024 ·
    Jiaxin Zhang
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  42. Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
    ICML 2024 ·
    Shengju Yu
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  43. View Gap Matters: Cross-view Topology and Information Decoupling for Multi-view Clustering
    ACM MM 2024 ·
    Fangdi Wang
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