Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision?
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Zihao, Zheng, Lecheng, Jin, Bowen, Fu, Dongqi, Jing, Baoyu, Ban, Yikun, He, Jingrui, Han, Jiawei |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
OWLEYE: Zero-Shot Learner for Cross-Domain Graph Data Anomaly Detection
por: Zheng, Lecheng, et al.
Publicado: (2026)
por: Zheng, Lecheng, et al.
Publicado: (2026)
Provably Extending PageRank-based Local Clustering Algorithm to Weighted Directed Graphs with Self-Loops and to Hypergraphs
por: Li, Zihao, et al.
Publicado: (2024)
por: Li, Zihao, et al.
Publicado: (2024)
Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality
por: Li, Zihao, et al.
Publicado: (2024)
por: Li, Zihao, et al.
Publicado: (2024)
PageRank Bandits for Link Prediction
por: Ban, Yikun, et al.
Publicado: (2024)
por: Ban, Yikun, et al.
Publicado: (2024)
APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs
por: Li, Zihao, et al.
Publicado: (2024)
por: Li, Zihao, et al.
Publicado: (2024)
PyG-SSL: A Graph Self-Supervised Learning Toolkit
por: Zheng, Lecheng, et al.
Publicado: (2024)
por: Zheng, Lecheng, et al.
Publicado: (2024)
Meta Clustering of Neural Bandits
por: Ban, Yikun, et al.
Publicado: (2024)
por: Ban, Yikun, et al.
Publicado: (2024)
Heterogeneous Contrastive Learning for Foundation Models and Beyond
por: Zheng, Lecheng, et al.
Publicado: (2024)
por: Zheng, Lecheng, et al.
Publicado: (2024)
Logic Query of Thoughts: Guiding Large Language Models to Answer Complex Logic Queries with Knowledge Graphs
por: Liu, Lihui, et al.
Publicado: (2024)
por: Liu, Lihui, et al.
Publicado: (2024)
What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs
por: Fu, Dongqi, et al.
Publicado: (2024)
por: Fu, Dongqi, et al.
Publicado: (2024)
RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
por: Zou, Jiaru, et al.
Publicado: (2025)
por: Zou, Jiaru, et al.
Publicado: (2025)
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
por: Li, Zihao, et al.
Publicado: (2024)
por: Li, Zihao, et al.
Publicado: (2024)
Neural Exploitation and Exploration of Contextual Bandits
por: Ban, Yikun, et al.
Publicado: (2023)
por: Ban, Yikun, et al.
Publicado: (2023)
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
por: Li, Zihao, et al.
Publicado: (2025)
por: Li, Zihao, et al.
Publicado: (2025)
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
por: Jin, Bowen, et al.
Publicado: (2024)
por: Jin, Bowen, et al.
Publicado: (2024)
A Community Detection and Graph Neural Network Based Link Prediction Approach for Scientific Literature
por: Liu, Chunjiang, et al.
Publicado: (2024)
por: Liu, Chunjiang, et al.
Publicado: (2024)
UniFAR: A Unified Facet-Aware Retrieval Framework for Scientific Documents
por: Dou, Zheng, et al.
Publicado: (2026)
por: Dou, Zheng, et al.
Publicado: (2026)
Graph Neural Network-Enhanced Expectation Propagation Algorithm for MIMO Turbo Receivers
por: Zhou, Xingyu, et al.
Publicado: (2023)
por: Zhou, Xingyu, et al.
Publicado: (2023)
Text Embeddings by Weakly-Supervised Contrastive Pre-training
por: Wang, Liang, et al.
Publicado: (2022)
por: Wang, Liang, et al.
Publicado: (2022)
Learnable Spatial-Temporal Positional Encoding for Link Prediction
por: Tieu, Katherine, et al.
Publicado: (2025)
por: Tieu, Katherine, et al.
Publicado: (2025)
Hound: Hunting Supervision Signals for Few and Zero Shot Node Classification on Text-attributed Graph
por: Wang, Yuxiang, et al.
Publicado: (2024)
por: Wang, Yuxiang, et al.
Publicado: (2024)
A Vlogger-augmented Graph Neural Network Model for Micro-video Recommendation
por: Lai, Weijiang, et al.
Publicado: (2024)
por: Lai, Weijiang, et al.
Publicado: (2024)
BioHiCL: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with MeSH Labels
por: Lan, Mengfei, et al.
Publicado: (2026)
por: Lan, Mengfei, et al.
Publicado: (2026)
Revisiting the Message Passing in Heterophilous Graph Neural Networks
por: Zheng, Zhuonan, et al.
Publicado: (2024)
por: Zheng, Zhuonan, et al.
Publicado: (2024)
Dual-Channel Multiplex Graph Neural Networks for Recommendation
por: Li, Xiang, et al.
Publicado: (2024)
por: Li, Xiang, et al.
Publicado: (2024)
Graph4MM: Weaving Multimodal Learning with Structural Information
por: Ning, Xuying, et al.
Publicado: (2025)
por: Ning, Xuying, et al.
Publicado: (2025)
Survey of Query-based Text Summarization
por: Yu, Hang, et al.
Publicado: (2022)
por: Yu, Hang, et al.
Publicado: (2022)
Neural Machine Unranking
por: Hou, Jingrui, et al.
Publicado: (2024)
por: Hou, Jingrui, et al.
Publicado: (2024)
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation
por: Liu, Yuxi, et al.
Publicado: (2024)
por: Liu, Yuxi, et al.
Publicado: (2024)
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?
por: Zhang, Zhongjian, et al.
Publicado: (2024)
por: Zhang, Zhongjian, et al.
Publicado: (2024)
GCL-OT: Graph Contrastive Learning with Optimal Transport for Heterophilic Text-Attributed Graphs
por: Ren, Yating, et al.
Publicado: (2025)
por: Ren, Yating, et al.
Publicado: (2025)
LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation
por: He, Xinrui, et al.
Publicado: (2024)
por: He, Xinrui, et al.
Publicado: (2024)
Multi-behavior Recommendation with SVD Graph Neural Networks
por: Fu, Shengxi, et al.
Publicado: (2023)
por: Fu, Shengxi, et al.
Publicado: (2023)
Neural Corrective Machine Unranking
por: Hou, Jingrui, et al.
Publicado: (2024)
por: Hou, Jingrui, et al.
Publicado: (2024)
Cluster Aware Graph Anomaly Detection
por: Zheng, Lecheng, et al.
Publicado: (2024)
por: Zheng, Lecheng, et al.
Publicado: (2024)
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey
por: Li, Zihao, et al.
Publicado: (2024)
por: Li, Zihao, et al.
Publicado: (2024)
Multi-modal Causal Structure Learning and Root Cause Analysis
por: Zheng, Lecheng, et al.
Publicado: (2024)
por: Zheng, Lecheng, et al.
Publicado: (2024)
TSAQA: Time Series Analysis Question And Answering Benchmark
por: Jing, Baoyu, et al.
Publicado: (2026)
por: Jing, Baoyu, et al.
Publicado: (2026)
Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation
por: Park, Jin-Duk, et al.
Publicado: (2025)
por: Park, Jin-Duk, et al.
Publicado: (2025)
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
por: Zou, Jiaru, et al.
Publicado: (2025)
por: Zou, Jiaru, et al.
Publicado: (2025)
Ejemplares similares
-
OWLEYE: Zero-Shot Learner for Cross-Domain Graph Data Anomaly Detection
por: Zheng, Lecheng, et al.
Publicado: (2026) -
Provably Extending PageRank-based Local Clustering Algorithm to Weighted Directed Graphs with Self-Loops and to Hypergraphs
por: Li, Zihao, et al.
Publicado: (2024) -
Hypergraphs as Weighted Directed Self-Looped Graphs: Spectral Properties, Clustering, Cheeger Inequality
por: Li, Zihao, et al.
Publicado: (2024) -
PageRank Bandits for Link Prediction
por: Ban, Yikun, et al.
Publicado: (2024) -
APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs
por: Li, Zihao, et al.
Publicado: (2024)