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ICLR 2020, Day 2 Day 1 was great, each paper has a prerecorded 5-minute video and 2 slots when you can ask questions through Zoom. Very convenient. Here is a list of interesting papers of Day 2. 1. Abstract Diagrammatic Reasoning with Multiplex Graph Networks portal link 2. Probability Calibration for Knowledge Graph Embedding Models portal link 3. Learning to Guide Random Search portal link 4. Directional Message Passing for Molecular Graphs portal link 5. Locally Constant Networks portal link 6. Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data portal link 7. On the Weaknesses of Reinforcement Learning for Neural Machine Translation portal link 8. Scale-Equivariant Steerable Networks portal link 9. DropEdge: Towards Deep Graph Convolutional Networks on Node Classification portal link 10. Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning portal link 11. Abstract Diagrammatic Reasoning with Multiplex Graph Networks portal link 12. Memory-Based Graph Networks portal link 13. Are Transformers universal approximators of sequence-to-sequence functions? portal link 14. GLAD: Learning Sparse Graph Recovery portal link 15. Hyper-SAGNN: a self-attention based graph neural network for hypergraphs portal link 16. The Curious Case of Neural Text Degeneration portal link 17. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering portal link 18. Global Relational Models of Source Code portal link