Summary of From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations, by Xinli Hao et al.
From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observationsby Xinli Hao, Yile Chen,…
Summary of Advancing Graph Neural Networks with Hl-hgat: a Hodge-laplacian and Attention Mechanism Approach For Heterogeneous Graph-structured Data, by Jinghan Huang et al.
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured…
Summary of Graph Neural Network with Two Uplift Estimators For Label-scarcity Individual Uplift Modeling, by Dingyuan Zhu et al.
Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modelingby Dingyuan Zhu, Daixin…
Summary of Bloomgml: Graph Machine Learning Through the Lens Of Bilevel Optimization, by Amber Yijia Zheng and Tong He and Yixuan Qiu and Minjie Wang and David Wipf
BloomGML: Graph Machine Learning through the Lens of Bilevel Optimizationby Amber Yijia Zheng, Tong He,…
Summary of Simplified Pcnet with Robustness, by Bingheng Li et al.
Simplified PCNet with Robustnessby Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, Zhao KangFirst submitted…
Summary of Representation Learning on Heterophilic Graph with Directional Neighborhood Attention, by Qincheng Lu et al.
Representation Learning on Heterophilic Graph with Directional Neighborhood Attentionby Qincheng Lu, Jiaqi Zhu, Sitao Luan,…
Summary of Applying Self-supervised Learning to Network Intrusion Detection For Network Flows with Graph Neural Network, by Renjie Xu et al.
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural Networkby Renjie…
Summary of Cool: a Conjoint Perspective on Spatio-temporal Graph Neural Network For Traffic Forecasting, by Wei Ju et al.
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecastingby Wei Ju, Yusheng…
Summary of Subhomogeneous Deep Equilibrium Models, by Pietro Sittoni et al.
Subhomogeneous Deep Equilibrium Modelsby Pietro Sittoni, Francesco TudiscoFirst submitted to arxiv on: 1 Mar 2024CategoriesMain:…
Summary of Causal Graph Ode: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems, by Zijie Huang et al.
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systemsby Zijie Huang, Jeehyun Hwang,…