Contenu du post
KDD 2022 KDD 2022, one of the premier Graph & Data Mining venues, will take place in Washington DC in two weeks (Aug 14-18). As always, the published program of Research Track papers and Applied Data Science Track papers is full of graph papers so check them out. Furthermore, there will be a rich selection of workshops: - International Workshop on Mining and Learning with Graphs (MLG) (co-located with DLG) - Deep Learning on Graphs: Methods and Applications (DLG-KDD’22) (co-located with MLG) - International Workshop on Knowledge Graphs: Open Knowledge Network - International Workshop on Data Mining in Bioinformatics (BIOKDD 2022) And even more tutorials: - Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection (Tencent AI) - Graph-based Representation Learning for Web-scale Recommender Systems (Twitter) - Algorithmic Fairness on Graphs: Methods and Trends (U. Illinois at Urbana-Champaign) - Toward Graph Minimally-Supervised Learning (Arizona State University) - Accelerated GNN training with DGL and RAPIDS cuGraph in a Fraud Detection Workflow (NVIDIA) - Graph Neural Networks: Foundation, Frontiers and Applications - Temporal Graph Learning for Financial World: Algorithms, Scalability, Explainability & Fairness (MasterCard) - Efficient Machine Learning on Large-Scale Graphs (TigerGraph) - Frontiers of Graph Neural Networks with DIG (Texas A&M University) - Graph Neural Networks in Life Sciences: Opportunities and Solutions (Amazon)