Masked Language Models are Good Heterogeneous Graph Generalizers
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Jinyu, Yang, Cheng, Cui, Shanyuan, Guo, Zeyuan, Yang, Liangwei, Zhang, Muhan, Zhang, Zhiqiang, Shi, Chuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach
by: Gao, Hang, et al.
Published: (2024)
by: Gao, Hang, et al.
Published: (2024)
Exploring the Potential of Large Language Models for Heterophilic Graphs
by: Wu, Yuxia, et al.
Published: (2024)
by: Wu, Yuxia, et al.
Published: (2024)
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation
by: Cai, Jinyu, et al.
Published: (2024)
by: Cai, Jinyu, et al.
Published: (2024)
Microstructures and Accuracy of Graph Recall by Large Language Models
by: Wang, Yanbang, et al.
Published: (2024)
by: Wang, Yanbang, et al.
Published: (2024)
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks
by: Bhattacharyya, Sree, et al.
Published: (2025)
by: Bhattacharyya, Sree, et al.
Published: (2025)
Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where?
by: LeFevre, Grace, et al.
Published: (2025)
by: LeFevre, Grace, et al.
Published: (2025)
LLM-based Contrastive Self-Supervised AMR Learning with Masked Graph Autoencoders for Fake News Detection
by: Gupta, Shubham, et al.
Published: (2025)
by: Gupta, Shubham, et al.
Published: (2025)
Graph Representation Learning with Massive Unlabeled Data for Rumor Detection
by: Cui, Chaoqun, et al.
Published: (2025)
by: Cui, Chaoqun, et al.
Published: (2025)
Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?
by: Zhang, Zhongjian, et al.
Published: (2024)
by: Zhang, Zhongjian, et al.
Published: (2024)
Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model
by: Cui, Chaoqun, et al.
Published: (2025)
by: Cui, Chaoqun, et al.
Published: (2025)
Towards Real-World Rumor Detection: Anomaly Detection Framework with Graph Supervised Contrastive Learning
by: Cui, Chaoqun, et al.
Published: (2025)
by: Cui, Chaoqun, et al.
Published: (2025)
Endowing Pre-trained Graph Models with Provable Fairness
by: Zhang, Zhongjian, et al.
Published: (2024)
by: Zhang, Zhongjian, et al.
Published: (2024)
Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work
by: Abilov, Anton, et al.
Published: (2025)
by: Abilov, Anton, et al.
Published: (2025)
Who's important? -- SUnSET: Synergistic Understanding of Stakeholder, Events and Time for Timeline Generation
by: Sim, Tiviatis, et al.
Published: (2025)
by: Sim, Tiviatis, et al.
Published: (2025)
Which Modality should I use -- Text, Motif, or Image? : Understanding Graphs with Large Language Models
by: Das, Debarati, et al.
Published: (2023)
by: Das, Debarati, et al.
Published: (2023)
A Survey of Graph Meets Large Language Model: Progress and Future Directions
by: Li, Yuhan, et al.
Published: (2023)
by: Li, Yuhan, et al.
Published: (2023)
Variety Is the Spice of Life: Detecting Misinformation with Dynamic Environmental Representations
by: Wang, Bing, et al.
Published: (2025)
by: Wang, Bing, et al.
Published: (2025)
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
by: Zhou, Cai, et al.
Published: (2024)
by: Zhou, Cai, et al.
Published: (2024)
Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media
by: Wang, Yujie, et al.
Published: (2025)
by: Wang, Yujie, et al.
Published: (2025)
Whose Emotions and Moral Sentiments Do Language Models Reflect?
by: He, Zihao, et al.
Published: (2024)
by: He, Zihao, et al.
Published: (2024)
GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing
by: Wang, Ming, et al.
Published: (2026)
by: Wang, Ming, et al.
Published: (2026)
LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection
by: Cai, Zijian, et al.
Published: (2023)
by: Cai, Zijian, et al.
Published: (2023)
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
by: Liu, Yanchen, et al.
Published: (2023)
by: Liu, Yanchen, et al.
Published: (2023)
Propagation Tree Is Not Deep: Adaptive Graph Contrastive Learning Approach for Rumor Detection
by: Cui, Chaoqun, et al.
Published: (2025)
by: Cui, Chaoqun, et al.
Published: (2025)
Exploring the Deceptive Power of LLM-Generated Fake News: A Study of Real-World Detection Challenges
by: Sun, Yanshen, et al.
Published: (2024)
by: Sun, Yanshen, et al.
Published: (2024)
Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis
by: Li, Yulong, et al.
Published: (2025)
by: Li, Yulong, et al.
Published: (2025)
Large Language Models for Pedestrian Safety: An Application to Predicting Driver Yielding Behavior at Unsignalized Intersections
by: Yang, Yicheng, et al.
Published: (2025)
by: Yang, Yicheng, et al.
Published: (2025)
Leveraging Large Language Models for Collective Decision-Making
by: Papachristou, Marios, et al.
Published: (2023)
by: Papachristou, Marios, et al.
Published: (2023)
Rumour Evaluation with Very Large Language Models
by: Shehata, Dahlia, et al.
Published: (2024)
by: Shehata, Dahlia, et al.
Published: (2024)
Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks
by: Wang, Chenxi, et al.
Published: (2024)
by: Wang, Chenxi, et al.
Published: (2024)
Understanding the Effect of Knowledge Graph Extraction Error on Downstream Graph Analyses: A Case Study on Affiliation Graphs
by: Cai, Erica, et al.
Published: (2025)
by: Cai, Erica, et al.
Published: (2025)
A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models
by: Sahu, Utkarsh, et al.
Published: (2025)
by: Sahu, Utkarsh, et al.
Published: (2025)
Semantics Preserving Emoji Recommendation with Large Language Models
by: Qiu, Zhongyi, et al.
Published: (2024)
by: Qiu, Zhongyi, et al.
Published: (2024)
Examining the Role of Relationship Alignment in Large Language Models
by: Altenburger, Kristen M., et al.
Published: (2024)
by: Altenburger, Kristen M., et al.
Published: (2024)
Tracing the Genealogies of Ideas with Large Language Model Embeddings
by: Li, Lucian
Published: (2024)
by: Li, Lucian
Published: (2024)
LLMTaxo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media
by: Zhang, Haiqi, et al.
Published: (2025)
by: Zhang, Haiqi, et al.
Published: (2025)
Seeing Sarcasm Through Different Eyes: Analyzing Multimodal Sarcasm Perception in Large Vision-Language Models
by: Chen, Junjie, et al.
Published: (2025)
by: Chen, Junjie, et al.
Published: (2025)
Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT
by: Shen, Yanxin, et al.
Published: (2024)
by: Shen, Yanxin, et al.
Published: (2024)
Listening Between the Lines: Decoding Podcast Narratives with Language Modeling
by: Gupta, Shreya, et al.
Published: (2025)
by: Gupta, Shreya, et al.
Published: (2025)
Social Simulations with Large Language Model Risk Utopian Illusion
by: Bian, Ning, et al.
Published: (2025)
by: Bian, Ning, et al.
Published: (2025)
Similar Items
-
Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach
by: Gao, Hang, et al.
Published: (2024) -
Exploring the Potential of Large Language Models for Heterophilic Graphs
by: Wu, Yuxia, et al.
Published: (2024) -
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation
by: Cai, Jinyu, et al.
Published: (2024) -
Microstructures and Accuracy of Graph Recall by Large Language Models
by: Wang, Yanbang, et al.
Published: (2024) -
A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks
by: Bhattacharyya, Sree, et al.
Published: (2025)