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

DBLP profile ↗ORCID 0000-0001-9517-262X ↗Homepage ↗

Venues

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

Frequent coauthors

Xinwang Liu
×39
En Zhu
×27
Suyuan Liu
×19
Ke Liang
×17
Zhibin Dong
×15
Shengju Yu
×14
Xihong Yang
×10
Jiaqi Jin
×9
Yue Liu
×9
Wenxuan Tu
×7
Sihang Zhou
×7
Miaomiao Li
×6

Papers

  1. DMCAR: Disentangled Mixture-of-Experts with Context-Aware Routing for Multi-View Clustering
    AAAI 2026 ·
    Baili Xiao
    ,
    Ke Liang
    ,
    Jiaqi Jin
    ,
    Jun Wang
    ,
    Yinbo Xu
    , Siwei Wang,
    En Zhu
  2. Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering
    AAAI 2026 ·
    Renxiang Guan
    ,
    Junhong Li
    , Siwei Wang,
    Tianrui Li
    ,
    Dayu Hu
    ,
    Miaomiao Li
    ,
    Xinwang Liu
  3. Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation
    AAAI 2026 ·
    Taichun Zhou
    , Siwei Wang,
    Zhibin Dong
    ,
    Jiaqi Jin
    ,
    Ke Liang
    ,
    Baili Xiao
    ,
    Miaomiao Li
    ,
    Xinwang Liu
    ,
    En Zhu
  4. Parameter-Free Clustering via Self-Supervised Consensus Maximization
    AAAI 2026 ·
    Lijun Zhang
    ,
    Suyuan Liu
    , Siwei Wang,
    Shengju Yu
    ,
    Xueling Zhu
    ,
    Miaomiao Li
    ,
    Xinwang Liu
  5. TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models
    AAAI 2026 ·
    Hao Yu
    ,
    Ke Liang
    ,
    Junxian Duan
    ,
    Jun Wang
    , Siwei Wang,
    Chuan Ma
    ,
    Xinwang Liu
  6. Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
    ICML 2025 ·
    Xihong Yang
    , Siwei Wang,
    Fangdi Wang
    ,
    Jiaqi Jin
    ,
    Suyuan Liu
    ,
    Yue Liu
    ,
    En Zhu
    ,
    Xinwang Liu
    ,
    Yueming Jin
  7. Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
    ICML 2025 ·
    Shengju Yu
    ,
    Yiu-ming Cheung
    , Siwei Wang,
    Xinwang Liu
    ,
    En Zhu
  8. Bit-swapping Oriented Twin-memory Multi-view Clustering in Lifelong Incomplete Scenarios
    NeurIPS 2025 ·
    Shengju Yu
    ,
    Pei Zhang
    , Siwei Wang,
    Suyuan Liu
    ,
    Xinhang Wan
    ,
    Zhibin Dong
    ,
    Tiejun Li
    ,
    Xinwang Liu
  9. COLA: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for GUI Automation
    EMNLP 2025 ·
    Di Zhao
    ,
    Longhui Ma
    , Siwei Wang,
    Miao Wang
    ,
    Zhao Lv
  10. DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
    ICLR 2025 ·
    Yi Zhang
    , Siwei Wang,
    Jiyuan Liu
    ,
    Shengju Yu
    ,
    Zhibin Dong
    ,
    Suyuan Liu
    ,
    Xinwang Liu
    ,
    En Zhu
  11. DPFMVC: Dynamic Progressive Fusion for Multi-view Clustering
    ACM MM 2025 ·
    Taichun Zhou
    ,
    Zhibin Dong
    , Siwei Wang,
    Ke Liang
    ,
    Miaomiao Li
    ,
    Xinwang Liu
    ,
    En Zhu
    ,
    Xiangjun Dong
  12. Deep Incomplete Multi-View Clustering with Distribution Dual-Consistency Recovery Guidance
    ICCV 2025 ·
    Jiaqi Jin
    , Siwei Wang,
    Zhibin Dong
    ,
    Xihong Yang
    ,
    Xinwang Liu
    ,
    En Zhu
    ,
    Kunlun He
  13. EASEMVC: Efficient Dual Selection Mechanism for Deep Multi-View Clustering
    CVPR 2025 ·
    Baili Xiao
    ,
    Zhibin Dong
    ,
    Ke Liang
    ,
    Suyuan Liu
    , Siwei Wang,
    Tianrui Liu
    ,
    Xingchen Hu
    ,
    En Zhu
    ,
    Xinwang Liu
  14. Efficient Federated Incomplete Multi-View Clustering
    ICML 2025 ·
    Suyuan Liu
    ,
    Hao Yu
    ,
    Hao Tan
    ,
    Ke Liang
    , Siwei Wang,
    Shengju Yu
    ,
    En Zhu
    ,
    Xinwang Liu
  15. Enhanced then Progressive Fusion with View Graph for Multi-View Clustering
    CVPR 2025 ·
    Zhibin Dong
    ,
    Meng Liu
    , Siwei Wang,
    Ke Liang
    ,
    Yi Zhang
    ,
    Suyuan Liu
    ,
    Jiaqi Jin
    ,
    Xinwang Liu
    ,
    En Zhu
  16. From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
    ICML 2025 ·
    Shengju Yu
    ,
    Zhibin Dong
    , Siwei Wang,
    Suyuan Liu
    ,
    Ke Liang
    ,
    Xinwang Liu
    ,
    Yue Liu
    ,
    Yi Zhang
  17. Generalized Deep Multi-View Clustering Via Causal Learning With Partially Aligned Cross-View Correspondence
    ICCV 2025 ·
    Xihong Yang
    , Siwei Wang,
    Jiaqi Jin
    ,
    Fangdi Wang
    ,
    Tianrui Liu
    ,
    Yueming Jin
    ,
    Xinwang Liu
    ,
    En Zhu
    ,
    Kunlun He
  18. Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning
    CVPR 2025 ·
    Yuzhuo Dai
    ,
    Jiaqi Jin
    ,
    Zhibin Dong
    , Siwei Wang,
    Xinwang Liu
    ,
    En Zhu
    ,
    Xihong Yang
    ,
    Xinbiao Gan
    ,
    Yu Feng
  19. Learning the Anchors with Similar Distributions to Original Data for Multi-view Clustering
    ACM MM 2025 ·
    Junpu Zhang
    ,
    Shengju Yu
    ,
    Suyuan Liu
    , Siwei Wang,
    Miaomiao Li
    ,
    Xinwang Liu
    ,
    En Zhu
    ,
    Kunlun He
  20. Max-Mahalanobis Anchors Guidance for Multi-View Clustering
    AAAI 2025 ·
    Pei Zhang
    ,
    Yuangang Pan
    , Siwei Wang,
    Shengju Yu
    ,
    Huiying Xu
    ,
    En Zhu
    ,
    Xinwang Liu
    ,
    Ivor W. Tsang
  21. Measure Domain's Gap: A Similar Domain Selection Principle for Multi-Domain Recommendation
    SIGKDD 2025 ·
    Yi Wen
    ,
    Yue Liu
    ,
    Derong Xu
    ,
    Huishi Luo
    ,
    Pengyue Jia
    ,
    Yiqing Wu
    , Siwei Wang,
    Ke Liang
    ,
    Maolin Wang
    ,
    Yiqi Wang
    ,
    Fuzhen Zhuang
    ,
    Xiangyu Zhao
  22. Multi-view Graph Clustering with Dual Relation Optimization for Remote Sensing Data
    ACM MM 2025 ·
    Renxiang Guan
    ,
    Junhong Li
    , Siwei Wang,
    Wenxuan Tu
    ,
    Miaomiao Li
    ,
    En Zhu
    ,
    Xinwang Liu
    ,
    Ping Chen
  23. Robust and Consistent Anchor Graph Learning for Multi-View Clustering (Extended Abstract)
    ICDE 2025 ·
    Suyuan Liu
    ,
    Qing Liao
    , Siwei Wang,
    Xinwang Liu
    ,
    En Zhu
  24. Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction
    ICLR 2025 ·
    Shengju Yu
    ,
    Zhibin Dong
    , Siwei Wang,
    Pei Zhang
    ,
    Yi Zhang
    ,
    Xinwang Liu
    ,
    Naiyang Guan
    ,
    Tiejun Li
    ,
    Yiu-ming Cheung
  25. Soft Reasoning Paths for Knowledge Graph Completion
    IJCAI 2025 ·
    Yanning Hou
    ,
    Sihang Zhou
    ,
    Ke Liang
    ,
    Lingyuan Meng
    ,
    Xiaoshu Chen
    ,
    Ke Xu
    , Siwei Wang,
    Xinwang Liu
    ,
    Jian Huang
  26. Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data
    AAAI 2025 ·
    Renxiang Guan
    ,
    Wenxuan Tu
    , Siwei Wang,
    Jiyuan Liu
    ,
    Dayu Hu
    ,
    Chang Tang
    ,
    Yu Feng
    ,
    Junhong Li
    ,
    Baili Xiao
    ,
    Xinwang Liu
  27. A Non-parametric Graph Clustering Framework for Multi-View Data
    AAAI 2024 ·
    Shengju Yu
    , Siwei Wang,
    Zhibin Dong
    ,
    Wenxuan Tu
    ,
    Suyuan Liu
    ,
    Zhao Lv
    ,
    Pan Li
    ,
    Miao Wang
    ,
    En Zhu
  28. Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
    NeurIPS 2024 ·
    Suyuan Liu
    , Siwei Wang,
    Ke Liang
    ,
    Junpu Zhang
    ,
    Zhibin Dong
    ,
    Tianrui Liu
    ,
    En Zhu
    ,
    Xinwang Liu
    ,
    Kunlun He
  29. Automatic and Aligned Anchor Learning Strategy for Multi-View Clustering
    ACM MM 2024 ·
    Huimin Ma
    , Siwei Wang,
    Shengju Yu
    ,
    Suyuan Liu
    ,
    Junjie Huang
    ,
    Huijun Wu
    ,
    Xinwang Liu
    ,
    En Zhu
  30. Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
    NeurIPS 2024 ·
    Ke Liang
    ,
    Yue Liu
    ,
    Hao Li
    ,
    Lingyuan Meng
    ,
    Suyuan Liu
    , Siwei Wang,
    Sihang Zhou
    ,
    Xinwang Liu
  31. DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
    AAAI 2024 ·
    Shengju Yu
    , Siwei Wang,
    Pei Zhang
    ,
    Miao Wang
    ,
    Ziming Wang
    ,
    Zhe Liu
    ,
    Liming Fang
    ,
    En Zhu
    ,
    Xinwang Liu
  32. Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information
    ICML 2024 ·
    Xinhang Wan
    ,
    Jiyuan Liu
    ,
    Xinwang Liu
    ,
    Yi Wen
    ,
    Hao Yu
    , Siwei Wang,
    Shengju Yu
    ,
    Tianjiao Wan
    ,
    Jun Wang
    ,
    En Zhu
  33. Deep Temporal Graph Clustering
    ICLR 2024 ·
    Meng Liu
    ,
    Yue Liu
    ,
    Ke Liang
    ,
    Wenxuan Tu
    , Siwei Wang,
    Sihang Zhou
    ,
    Xinwang Liu
  34. Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
    NeurIPS 2024 ·
    Fangdi Wang
    ,
    Jiaqi Jin
    ,
    Jingtao Hu
    ,
    Suyuan Liu
    ,
    Xihong Yang
    , Siwei Wang,
    Xinwang Liu
    ,
    En Zhu
  35. GraphLearner: Graph Node Clustering with Fully Learnable Augmentation
    ACM MM 2024 ·
    Xihong Yang
    ,
    Erxue Min
    ,
    Ke Liang
    ,
    Yue Liu
    , Siwei Wang,
    Sihang Zhou
    ,
    Huijun Wu
    ,
    Xinwang Liu
    ,
    En Zhu
  36. Learn from View Correlation: An Anchor Enhancement Strategy for Multi-View Clustering
    CVPR 2024 ·
    Suyuan Liu
    ,
    Ke Liang
    ,
    Zhibin Dong
    , Siwei Wang,
    Xihong Yang
    ,
    Sihang Zhou
    ,
    En Zhu
    ,
    Xinwang Liu
  37. MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs
    AAAI 2024 ·
    Ke Liang
    ,
    Lingyuan Meng
    ,
    Sihang Zhou
    ,
    Wenxuan Tu
    , Siwei Wang,
    Yue Liu
    ,
    Meng Liu
    ,
    Long Zhao
    ,
    Xiangjun Dong
    ,
    Xinwang Liu
  38. Reliable Attribute-missing Multi-view Clustering with Instance-level and feature-level Cooperative Imputation
    ACM MM 2024 ·
    Dayu Hu
    ,
    Suyuan Liu
    ,
    Jun Wang
    ,
    Junpu Zhang
    , Siwei Wang,
    Xingchen Hu
    ,
    Xinzhong Zhu
    ,
    Chang Tang
    ,
    Xinwang Liu
  39. Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering
    AAAI 2024 ·
    Suyuan Liu
    ,
    Junpu Zhang
    ,
    Yi Wen
    ,
    Xihong Yang
    , Siwei Wang,
    Yi Zhang
    ,
    En Zhu
    ,
    Chang Tang
    ,
    Long Zhao
    ,
    Xinwang Liu
  40. Simple Yet Effective: Structure Guided Pre-trained Transformer for Multi-modal Knowledge Graph Reasoning
    ACM MM 2024 ·
    Ke Liang
    ,
    Lingyuan Meng
    ,
    Yue Liu
    ,
    Meng Liu
    ,
    Wei Wei
    ,
    Suyuan Liu
    ,
    Wenxuan Tu
    , Siwei Wang,
    Sihang Zhou
    ,
    Xinwang Liu
  41. Test-Time Training on Graphs with Large Language Models (LLMs)
    ACM MM 2024 ·
    Jiaxin Zhang
    ,
    Yiqi Wang
    ,
    Xihong Yang
    , Siwei Wang,
    Yu Feng
    ,
    Yu Shi
    ,
    Ruichao Ren
    ,
    En Zhu
    ,
    Xinwang Liu
  42. Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
    ICML 2024 ·
    Shengju Yu
    ,
    Zhibin Dong
    , Siwei Wang,
    Xinhang Wan
    ,
    Yue Liu
    ,
    Weixuan Liang
    ,
    Pei Zhang
    ,
    Wenxuan Tu
    ,
    Xinwang Liu
  43. View Gap Matters: Cross-view Topology and Information Decoupling for Multi-view Clustering
    ACM MM 2024 ·
    Fangdi Wang
    ,
    Jiaqi Jin
    ,
    Zhibin Dong
    ,
    Xihong Yang
    ,
    Yu Feng
    ,
    Xinwang Liu
    ,
    Xinzhong Zhu
    , Siwei Wang,
    Tianrui Liu
    ,
    En Zhu