Summary of Can We Soft Prompt Llms For Graph Learning Tasks?, by Zheyuan Liu et al.
Can we Soft Prompt LLMs for Graph Learning Tasks?by Zheyuan Liu, Xiaoxin He, Yijun Tian,…
Summary of Low-rank Graph Contrastive Learning For Node Classification, by Yancheng Wang et al.
Low-Rank Graph Contrastive Learning for Node Classificationby Yancheng Wang, Yingzhen YangFirst submitted to arxiv on:…
Summary of Subgraph Pooling: Tackling Negative Transfer on Graphs, by Zehong Wang et al.
Subgraph Pooling: Tackling Negative Transfer on Graphsby Zehong Wang, Zheyuan Zhang, Chuxu Zhang, Yanfang YeFirst…
Summary of Parallel-friendly Spatio-temporal Graph Learning For Photovoltaic Degradation Analysis at Scale, by Yangxin Fan et al.
Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at Scaleby Yangxin Fan, Raymond Wieser, Laura…
Summary of Netinfof Framework: Measuring and Exploiting Network Usable Information, by Meng-chieh Lee et al.
NetInfoF Framework: Measuring and Exploiting Network Usable Informationby Meng-Chieh Lee, Haiyang Yu, Jian Zhang, Vassilis…
Summary of Perfect Recovery For Random Geometric Graph Matching with Shallow Graph Neural Networks, by Suqi Liu and Morgane Austern
Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networksby Suqi Liu, Morgane…
Summary of Explainable Global Wildfire Prediction Models Using Graph Neural Networks, by Dayou Chen and Sibo Cheng and Jinwei Hu and Matthew Kasoar and Rossella Arcucci
Explainable Global Wildfire Prediction Models using Graph Neural Networksby Dayou Chen, Sibo Cheng, Jinwei Hu,…
Summary of Moco: a Learnable Meta Optimizer For Combinatorial Optimization, by Tim Dernedde et al.
Moco: A Learnable Meta Optimizer for Combinatorial Optimizationby Tim Dernedde, Daniela Thyssens, Sören Dittrich, Maximilian…
Summary of Enhancing Topological Dependencies in Spatio-temporal Graphs with Cycle Message Passing Blocks, by Minho Lee et al.
Enhancing Topological Dependencies in Spatio-Temporal Graphs with Cycle Message Passing Blocksby Minho Lee, Yun Young…
Summary of Spatio-temporal Attention Graph Neural Network For Remaining Useful Life Prediction, by Zhixin Huang and Yujiang He and Bernhard Sick
Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Predictionby Zhixin Huang, Yujiang He, Bernhard…