PPaperPicks

Xinwang Liu

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

81 papers at tracked venues · 74 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9066-1475 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Siwei Wang
×39
En Zhu
×31
Ke Liang
×26
Suyuan Liu
×24
Shengju Yu
×15
Zhibin Dong
×14
Yue Liu
×14
Sihang Zhou
×12
Xihong Yang
×11
Miaomiao Li
×10
Jiyuan Liu
×10
Xinhang Wan
×10

Papers

  1. Enhancing Kernel Power $K$-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method
    AAAI 2026 ·
    Yixi Chen
    ,
    Weixuan Liang
    ,
    Tianrui Liu
    ,
    Jun-Jie Huang
    ,
    Ao Li
    ,
    Xueling Zhu
    , Xinwang Liu
  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. JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering (Extended Abstract)
    ICDE 2026 ·
    Liang Li
    ,
    Yuangang Pan
    ,
    Junpu Zhang
    ,
    Pei Zhang
    ,
    Jie Liu
    , Xinwang Liu,
    Kenli Li
    ,
    Ivor W. Tsang
    ,
    Keqin Li
  5. KEGOD: Kernel-enhanced Latent Substructure Learning for Graph Out-Of-Distribution Detection
    WWW 2026 ·
    Yifan Wang
    ,
    Haodong Zhang
    ,
    Zhiping Xiao
    ,
    Yusheng Zhao
    ,
    Siyu Yi
    ,
    Nan Yin
    , Xinwang Liu,
    Ming Zhang
    ,
    Wei Ju
  6. Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning
    AAAI 2026 ·
    Lingyuan Meng
    ,
    Ke Liang
    ,
    Hao Yu
    ,
    Haotian Wang
    ,
    Miaomiao Li
    , Xinwang Liu
  7. Parameter-Free Clustering via Self-Supervised Consensus Maximization
    AAAI 2026 ·
    Lijun Zhang
    ,
    Suyuan Liu
    ,
    Siwei Wang
    ,
    Shengju Yu
    ,
    Xueling Zhu
    ,
    Miaomiao Li
    , Xinwang Liu
  8. Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations
    AAAI 2026 ·
    Junsong Chen
    ,
    Jiyuan Liu
    ,
    Suyuan Liu
    ,
    Wei Zhang
    ,
    Ao Li
    ,
    En Zhu
    , Xinwang Liu
  9. ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion
    WWW 2026 ·
    Xiang Li
    ,
    Jianpeng Qi
    ,
    Haobing Liu
    ,
    Yuan Cao
    ,
    Guoqing Chao
    ,
    Zhongying Zhao
    ,
    Junyu Dong
    , Xinwang Liu,
    Yanwei Yu
  10. 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
  11. AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models
    ACL 2025 ·
    Shilong Pan
    ,
    Zhiliang Tian
    ,
    Zhen Huang
    ,
    Wanlong Yu
    ,
    Zhihua Wen
    , Xinwang Liu,
    Kai Lu
    ,
    Minlie Huang
    ,
    Dongsheng Li
  12. AudioSet-R: A Refined AudioSet with Multi-Stage LLM Label Reannotation
    ACM MM 2025 ·
    Yulin Sun
    ,
    Qisheng Xu
    ,
    Yi Su
    ,
    Qian Zhu
    ,
    Yong Dou
    , Xinwang Liu,
    Kele Xu
  13. 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
  14. BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract)
    ICDE 2025 ·
    Liang Li
    ,
    Yuangang Pan
    ,
    Jie Liu
    ,
    Yue Liu
    , Xinwang Liu,
    Kenli Li
    ,
    Ivor W. Tsang
    ,
    Keqin Li
  15. 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
  16. 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
  17. COKE: Core Kernel for More Efficient Approximation of Kernel Weights in Multiple Kernel Clustering
    ICML 2025 ·
    Weixuan Liang
    , Xinwang Liu,
    Ke Liang
    ,
    Jiyuan Liu
    ,
    En Zhu
  18. Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes
    EMNLP 2025 ·
    Qiunan Du
    ,
    Zhiliang Tian
    ,
    Zhen Huang
    ,
    Kailun Bian
    ,
    Tianlun Liu
    ,
    Zhaoning Zhang
    , Xinwang Liu,
    Feng Liu
    ,
    Dong Sheng Li
  19. DGCBench: A Deep Graph Clustering Benchmark
    NeurIPS 2025 ·
    Benyu Wu
    ,
    Yue Liu
    ,
    Qiaoyu Tan
    , Xinwang Liu,
    Wei Du
    ,
    Jun Wang
    ,
    Guoxian Yu
  20. 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
  21. 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
  22. DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation
    ACL 2025 ·
    Zhonghao Sun
    ,
    Zhiliang Tian
    ,
    Yiping Song
    ,
    Yuyi Si
    ,
    Juhua Zhang
    ,
    Minlie Huang
    ,
    Kai Lu
    ,
    Zeyu Xiong
    , Xinwang Liu,
    Dongsheng Li
  23. DShield: Defending against Backdoor Attacks on Graph Neural Networks via Discrepancy Learning
    NDSS 2025 ·
    Hao Yu
    ,
    Chuan Ma
    ,
    Xinhang Wan
    ,
    Jun Wang
    ,
    Tao Xiang
    ,
    Meng Shen
    , Xinwang Liu
  24. DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference
    ACL 2025 ·
    Juhua Zhang
    ,
    Zhiliang Tian
    ,
    Minghang Zhu
    ,
    Yiping Song
    ,
    Taishu Sheng
    ,
    Siyi Yang
    ,
    Qiunan Du
    , Xinwang Liu,
    Minlie Huang
    ,
    Dongsheng Li
  25. DaRec: A Disentangled Alignment Framework for Large Language Model and Recommender System
    ICDE 2025 ·
    Xihong Yang
    ,
    Heming Jing
    ,
    Zixing Zhang
    ,
    Jindong Wang
    ,
    Huakang Niu
    ,
    Shuaiqiang Wang
    ,
    Yu Lu
    ,
    Junfeng Wang
    ,
    Dawei Yin
    , Xinwang Liu,
    En Zhu
    ,
    Defu Lian
    ,
    Erxue Min
  26. 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
  27. Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs
    ACM MM 2025 ·
    Yaowen Hu
    ,
    Wenxuan Tu
    ,
    Yue Liu
    ,
    Miaomiao Li
    ,
    Wenpeng Lu
    ,
    Zhigang Luo
    , Xinwang Liu,
    Ping Chen
  28. EAReranker: Efficient Embedding Adequacy Assessment for Retrieval Augmented Generation
    NeurIPS 2025 ·
    Dongyang Zeng
    ,
    Yaping Liu
    ,
    Wei Zhang
    ,
    Shuo Zhang
    , Xinwang Liu,
    Binxing Fang
  29. 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
  30. Efficient Federated Incomplete Multi-View Clustering
    ICML 2025 ·
    Suyuan Liu
    ,
    Hao Yu
    ,
    Hao Tan
    ,
    Ke Liang
    ,
    Siwei Wang
    ,
    Shengju Yu
    ,
    En Zhu
    , Xinwang Liu
  31. 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
  32. FS-KEN: Few-shot Knowledge Graph Reasoning by Adversarial Negative Enhancing
    IJCAI 2025 ·
    Lingyuan Meng
    ,
    Ke Liang
    ,
    Zeyu Zhu
    , Xinwang Liu,
    Wenpeng Lu
  33. Find True Collaborators: Banzhaf Index-based Cross View Alignment for Partially View-aligned Clustering
    ACM MM 2025 ·
    Shanghui Deng
    ,
    Xiao Zheng
    ,
    Chang Tang
    ,
    Kun Sun
    ,
    Yuanyuan Liu
    , Xinwang Liu
  34. 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
  35. 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
  36. 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
  37. Incomplete Multi-view Deep Clustering with Data Imputation and Alignment
    NeurIPS 2025 ·
    Jiyuan Liu
    , Xinwang Liu,
    Xinhang Wan
    ,
    Ke Liang
    ,
    Weixuan Liang
    ,
    Sihang Zhou
    ,
    Huijun Wu
    ,
    Kehua Guo
  38. Incremental Nyström-based Multiple Kernel Clustering
    AAAI 2025 ·
    Yu Feng
    ,
    Weixuan Liang
    ,
    Xinhang Wan
    ,
    Jiyuan Liu
    ,
    Suyuan Liu
    ,
    Qian Qu
    ,
    Renxiang Guan
    ,
    Huiying Xu
    , Xinwang Liu
  39. Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
    ICCV 2025 ·
    Xinhang Wan
    ,
    Jiyuan Liu
    ,
    Qian Qu
    ,
    Suyuan Liu
    ,
    Chuyu Zhang
    ,
    Fangdi Wang
    , Xinwang Liu,
    En Zhu
    ,
    Kunlun He
  40. Knowledge Graph Completion with Relation-Aware Anchor Enhancement
    AAAI 2025 ·
    Duanyang Yuan
    ,
    Sihang Zhou
    ,
    Xiaoshu Chen
    ,
    Dong Wang
    ,
    Ke Liang
    , Xinwang Liu,
    Jian Huang
  41. LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment
    IJCAI 2025 ·
    Yanwanyu Xi
    ,
    Xiao Zheng
    ,
    Chang Tang
    ,
    Xingchen Hu
    ,
    Yuanyuan Liu
    ,
    Jun-Jie Huang
    , Xinwang Liu
  42. Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels
    CVPR 2025 ·
    Jiyuan Liu
    , Xinwang Liu,
    Chuankun Li
    ,
    Xinhang Wan
    ,
    Hao Tan
    ,
    Yi Zhang
    ,
    Weixuan Liang
    ,
    Qian Qu
    ,
    Yu Feng
    ,
    Renxiang Guan
    ,
    Ke Liang
  43. 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
  44. 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
  45. 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
  46. On the Adversarial Robustness of Multi-Kernel Clustering
    ICML 2025 ·
    Hao Yu
    ,
    Weixuan Liang
    ,
    Ke Liang
    ,
    Suyuan Liu
    ,
    Meng Liu
    , Xinwang Liu
  47. PolyMamba: Spatial-Prior Guided Mamba for Polyp Segmentation with High-Frequency Enhancement
    MICCAI 2025 ·
    Renyu Fu
    ,
    Shurui Hu
    ,
    Xiao Zheng
    ,
    Chang Tang
    , Xinwang Liu
  48. Robust and Consistent Anchor Graph Learning for Multi-View Clustering (Extended Abstract)
    ICDE 2025 ·
    Suyuan Liu
    ,
    Qing Liao
    ,
    Siwei Wang
    , Xinwang Liu,
    En Zhu
  49. SAINT: Sequence-Aware Integration for Spatial Transcriptomics Multi-View Clustering
    NeurIPS 2025 ·
    Zeyu Zhu
    ,
    Ke Liang
    ,
    Lingyuan Meng
    ,
    Meng Liu
    ,
    Suyuan Liu
    ,
    Renxiang Guan
    ,
    Miaomiao Li
    ,
    Wanwei Liu
    , Xinwang Liu
  50. SALVG: Latent Variable Gene Augmented Graph Learning for Multi-View Clustering in Spatial Transcriptomics
    ACM MM 2025 ·
    Zeyu Zhu
    ,
    Ke Liang
    ,
    Lingyuan Meng
    ,
    Xingchen Hu
    , Xinwang Liu,
    Wanwei Liu
    ,
    Kunlun He
  51. Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation
    ICML 2025 ·
    Yaowen Hu
    ,
    Wenxuan Tu
    ,
    Yue Liu
    ,
    Xinhang Wan
    ,
    Junyi Yan
    ,
    Taichun Zhou
    , Xinwang Liu
  52. Scalable Cross-View Sample Alignment for Multi-View Clustering with View Structure Similarity
    NeurIPS 2025 ·
    Jun Wang
    ,
    Zhenglai Li
    ,
    Chang Tang
    ,
    Suyuan Liu
    ,
    Hao Yu
    ,
    Chuan Tang
    ,
    Miaomiao Li
    , Xinwang Liu
  53. 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
  54. Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster
    EMNLP 2025 ·
    Xiaoshu Chen
    ,
    Sihang Zhou
    ,
    Ke Liang
    ,
    Xiaoyu Sun
    , Xinwang Liu
  55. 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
  56. SparseMVC: Probing Cross-view Sparsity Variations for Multi-view Clustering
    NeurIPS 2025 ·
    Ruimeng Liu
    ,
    Xin Zou
    ,
    Chang Tang
    ,
    Xiao Zheng
    ,
    Xingchen Hu
    ,
    Kun Sun
    , Xinwang Liu
  57. Spatially Resolved Transcriptomics Data Clustering with Tailored Spatial-scale Modulation
    IJCAI 2025 ·
    Yuang Xiao
    ,
    Yanran Zhu
    ,
    Chang Tang
    ,
    Xiao Zheng
    ,
    Yuanyuan Liu
    ,
    Kun Sun
    , Xinwang Liu
  58. 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
  59. VSumMamba: Mamba Empowered Efficient Video Summarization with Multi-Scale Spatial-Temporal Modeling
    ACM MM 2025 ·
    Yamiao Ding
    ,
    Tianrui Liu
    ,
    Zhizhou Lu
    ,
    Jun-Jie Huang
    ,
    Wentao Zhao
    , Xinwang Liu,
    Meng Wang
  60. A Lightweight Anchor-Based Incremental Framework for Multi-view Clustering
    ACM MM 2024 ·
    Qian Qu
    ,
    Xinhang Wan
    ,
    Weixuan Liang
    ,
    Jiyuan Liu
    ,
    Yu Feng
    ,
    Huiying Xu
    , Xinwang Liu,
    En Zhu
  61. 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
  62. Attribute-Missing Graph Clustering Network
    AAAI 2024 ·
    Wenxuan Tu
    ,
    Renxiang Guan
    ,
    Sihang Zhou
    ,
    Chuan Ma
    ,
    Xin Peng
    ,
    Zhiping Cai
    ,
    Zhe Liu
    ,
    Jieren Cheng
    , Xinwang Liu
  63. 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
  64. 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
  65. 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
  66. 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
  67. Deep Temporal Graph Clustering
    ICLR 2024 ·
    Meng Liu
    ,
    Yue Liu
    ,
    Ke Liang
    ,
    Wenxuan Tu
    ,
    Siwei Wang
    ,
    Sihang Zhou
    , Xinwang Liu
  68. End-to-end Learnable Clustering for Intent Learning in Recommendation
    NeurIPS 2024 ·
    Yue Liu
    ,
    Shihao Zhu
    ,
    Jun Xia
    ,
    Yingwei Ma
    ,
    Jian Ma
    , Xinwang Liu,
    Shengju Yu
    ,
    Kejun Zhang
    ,
    Wenliang Zhong
  69. 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
  70. 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
  71. Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
    AAAI 2024 ·
    Ke Liang
    ,
    Sihang Zhou
    ,
    Meng Liu
    ,
    Yue Liu
    ,
    Wenxuan Tu
    ,
    Yi Zhang
    ,
    Liming Fang
    ,
    Zhe Liu
    , Xinwang Liu
  72. Heterogeneous Graph Guided Contrastive Learning for Spatially Resolved Transcriptomics Data
    ACM MM 2024 ·
    Xiao He
    ,
    Chang Tang
    , Xinwang Liu,
    Chuankun Li
    ,
    Shan An
    ,
    Zhenglai Li
  73. 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
  74. 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
  75. 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
  76. 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
  77. Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
    ICML 2024 ·
    Weixuan Liang
    ,
    En Zhu
    ,
    Shengju Yu
    ,
    Huiying Xu
    ,
    Xinzhong Zhu
    , Xinwang Liu
  78. 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
  79. 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
  80. 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
  81. 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