Scholar
Xinwang Liu
Google Scholar ID: A56vWC4AAAAJ
Senior Member of IEEE and CCF, NUDT
Citations & Impact
Citations
22,576
H-index
76
i10-index
235
Publications
20
Co-authors
28
list available
Publications
Resume (English only)
Academic Achievements
- Multiple papers accepted by IEEE TPAMI in 2025, including 'Communication-Efficient Federated Multi-view Clustering', 'Deep Temporal Graph Clustering', 'Generalized Probabilistic Graphical Modeling for Multi-view Bipartite Graph Clustering', 'DREAM: A Dual Variational Framework for Unsupervised Graph Domain Adaptation', and 'WildVideo: Benchmarking LMMs for Understanding Video-Language Interaction'
- Multiple papers accepted by IEEE TKDE in 2025, including 'Latent Semantics and Anchor Graph Multi-layer Learning for Multi-view Unsupervised Feature Selection', 'Thinking on Context: Inductive Relation Prediction Guided by the Reasoning Ability of Large Language Models', and 'JetBGC: Joint Robust Embedding and Structural Fusion Bipartite Graph Clustering'
- Multiple papers accepted by IEEE TCSVT in 2025, including 'Anchor-guided Sample-and-feature Incremental Alignment Framework for Multi-view Clustering', 'Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection', and 'Mutual Calibration Network for Multi-view Clustering'
- Papers accepted by IEEE TNNLS in 2025: 'Distilling Reasoning Ability from Large Language Models with Adaptive Thinking' and 'Multi-View Temporal Graph Clustering'
- Paper accepted by IEEE TGRS in 2025: 'Masked Superpixel Contrastive Subspace Clustering Network for Unsupervised Large-Scale Hyperspectral Image Classification'
- Paper accepted by IEEE TIP in 2025: 'Selective Cross-view Topology for Deep Incomplete Multi-view Clustering'
- Paper accepted by JMLR in 2025: 'Revisiting Gradient Normalization and Clipping for Nonconvex SGD under Heavy-Tailed Noise: Necessity, Sufficiency, and Acceleration'
- Six papers accepted by NeurIPS 2025
- Three papers accepted by ICCV 2025
- Seven papers accepted by ACM MM 2025
