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Fresh picks from ArXiv This week on ArXiv: accelerated inference for GNNs, graph MLP and graph-augmented sponsored search 🔍 If I forgot to mention your paper, please shoot me a message and I will update the post. GNNs * Learnable Online Graph Representations for 3D Multi-Object Tracking * GMLP: Building Scalable and Flexible Graph Neural Networks with Feature-Message Passing * Accelerating SpMM Kernel with Cache-First Edge Sampling for Graph Neural Networks Conferences * Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding ICDE 2021 * Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning SIGIR 2021 * AdsGNN: Behavior-Graph Augmented Relevance Modeling in Sponsored Search SIGIR 2021