Cover Image

SPHENIC: Topology-Aware Multi-View Clustering for Spatial Transcriptomics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Chenkai, Zhu, Yikai, Guan, Renxiang, Ma, Jinli, Wang, Siwei, Liang, Ke, Peng, Guangdun, Hu, Dayu
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Deep Temporal Graph Clustering
by: Liu, Meng, et al.
Published: (2023)

Reducing Cognitive Overhead in Tool Use via Multi-Small-Agent Reinforcement Learning
by: Wang, Dayu, et al.
Published: (2025)

Quality-Aware Robust Multi-View Clustering for Heterogeneous Observation Noise
by: Wu, Peihan, et al.
Published: (2026)

Double Self-weighted Multi-view Clustering via Adaptive View Fusion
by: Fang, Xiang, et al.
Published: (2020)

Unbalanced Incomplete Multi-view Clustering via the Scheme of View Evolution: Weak Views are Meat; Strong Views do Eat
by: Fang, Xiang, et al.
Published: (2020)

Multi-View Spectral Clustering for Graphs with Multiple View Structures
by: Tsitsikas, Yorgos, et al.
Published: (2025)

Multi-Slice Spatial Transcriptomics Data Integration Analysis with STG3Net
by: Fang, Donghai, et al.
Published: (2024)

Spatial Transcriptomics as Images for Large-Scale Pretraining
by: Zhu, Yishun, et al.
Published: (2026)

MMUEChange: A Generalized LLM Agent Framework for Intelligent Multi-Modal Urban Environment Change Analysis
by: Xiao, Zixuan, et al.
Published: (2026)

SToFM: a Multi-scale Foundation Model for Spatial Transcriptomics
by: Zhao, Suyuan, et al.
Published: (2025)

Learning Phenotype Associated Signature in Spatial Transcriptomics with PASSAGE
by: Chen‐Kai Guo, et al.
Published: (2025)

FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection
by: Cui, Jin, et al.
Published: (2025)

Dynamic Location Search for Identifying Maximum Weighted Independent Sets in Complex Networks
by: Zhu, Enqiang, et al.
Published: (2025)

SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering
by: Chen, Jianpeng, et al.
Published: (2024)

An Adaptive Framework for Multi-View Clustering Leveraging Conditional Entropy Optimization
by: Li, Lijian
Published: (2024)

Masked Graph Autoencoders with Contrastive Augmentation for Spatially Resolved Transcriptomics Data
by: Fang, Donghai, et al.
Published: (2024)

Recall, Retrieve and Reason: Towards Better In-Context Relation Extraction
by: Li, Guozheng, et al.
Published: (2024)

Towards Learnable Anchor for Deep Multi-View Clustering
by: Wang, Bocheng, et al.
Published: (2025)

Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation
by: Sun, Chenkai, et al.
Published: (2025)

CROP: Integrating Topological and Spatial Structures via Cross-View Prefixes for Molecular LLMs
by: Tang, Jianting, et al.
Published: (2025)

Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors
by: Li, Guozheng, et al.
Published: (2024)

AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
by: Zhu, Zihao, et al.
Published: (2025)

Deep Matrix Factorization with Adaptive Weights for Multi-View Clustering
by: Khalafaoui, Yasser, et al.
Published: (2024)

Learn from Global Correlations: Enhancing Evolutionary Algorithm via Spectral GNN
by: Ouyang, Kaichen, et al.
Published: (2024)

OpenLens AI: Fully Autonomous Research Agent for Health Infomatics
by: Cheng, Yuxiao, et al.
Published: (2025)

Single Cells Are Spatial Tokens: Transformers for Spatial Transcriptomic Data Imputation
by: Wen, Hongzhi, et al.
Published: (2023)

CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
by: Qin, Maosheng, et al.
Published: (2025)

BudgetDraft: Acceptance-Aware Multi-View Training for Sparse-KV Speculative Decoding
by: He, Liang, et al.
Published: (2026)

Reliable Conflictive Multi-View Learning
by: Xu, Cai, et al.
Published: (2024)

ReEfBench: Quantifying the Reasoning Efficiency of LLMs
by: Fu, Zhizhang, et al.
Published: (2026)

Correlation or Causation: Analyzing the Causal Structures of LLM and LRM Reasoning Process
by: FU, Zhizhang, et al.
Published: (2025)

SpatialMAGIC: A Hybrid Framework Integrating Graph Diffusion and Spatial Attention for Spatial Transcriptomics Imputation
by: Zaman, Sayeem Bin, et al.
Published: (2026)

Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
by: Guo, Peijin, et al.
Published: (2025)

Temporal-Aware Heterogeneous Graph Reasoning with Multi-View Fusion for Temporal Question Answering
by: Wen, Wuzhenghong, et al.
Published: (2026)

AppleVLM: End-to-end Autonomous Driving with Advanced Perception and Planning-Enhanced Vision-Language Models
by: Han, Yuxuan, et al.
Published: (2026)

Robust Fuzzy Multi-view Learning under View Conflict
by: Duan, Siyuan, et al.
Published: (2026)

Empirical Analysis of Dialogue Relation Extraction with Large Language Models
by: Li, Guozheng, et al.
Published: (2024)

Learning Phenotype Associated Signature in Spatial Transcriptomics with PASSAGE (Small Methods 5/2025)
by: Chen‐Kai Guo, et al.
Published: (2025)

Language-Grounded Multi-Agent Planning for Personalized and Fair Participatory Urban Sensing
by: Guo, Xusen, et al.
Published: (2026)

Sharper Error Bounds in Late Fusion Multi-view Clustering Using Eigenvalue Proportion
by: Du, Liang, et al.
Published: (2024)