ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learningby Mahdi Naseri, Mahdi BiparvaFirst submitted to arxiv…
Flexible infinite-width graph convolutional networks and the importance of representation learningby Ben Anson, Edward Milsom,…
Prompt Learning on Temporal Interaction Graphsby Xi Chen, Siwei Zhang, Yun Xiong, Xixi Wu, Jiawei…
TEE4EHR: Transformer Event Encoder for Better Representation Learning in Electronic Health Recordsby Hojjat Karami, David…
Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Modelsby Yuhang Liu, Zhen Zhang, Dong…
Contrastive Approach to Prior Free Positive Unlabeled Learningby Anish Acharya, Sujay SanghaviFirst submitted to arxiv…
GenEFT: Understanding Statics and Dynamics of Model Generalization via Effective Theoryby David D. Baek, Ziming…
Advancing Graph Representation Learning with Large Language Models: A Comprehensive Survey of Techniquesby Qiheng Mao,…
Causal Representation Learning from Multiple Distributions: A General Settingby Kun Zhang, Shaoan Xie, Ignavier Ng,…
Multi-Patch Prediction: Adapting LLMs for Time Series Representation Learningby Yuxuan Bian, Xuan Ju, Jiangtong Li,…