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Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks.

, , , , and . ICDM, page 1287-1292. IEEE, (2022)

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Oops I Took A Gradient: Scalable Sampling for Discrete Distributions., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 3831-3841. PMLR, (2021)Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks., , , , and . ICDM, page 1287-1292. IEEE, (2022)Learning to Improve Code Efficiency., , , , , , , and . CoRR, (2022)Learning Performance-Improving Code Edits., , , , , , , and . CoRR, (2023)A hierarchical neural model of data prefetching., , , , , and . ASPLOS, page 861-873. ACM, (2021)Continuous runahead: Transparent hardware acceleration for memory intensive workloads., , and . MICRO, page 61:1-61:12. IEEE Computer Society, (2016)MorphCore: An Energy-Efficient Microarchitecture for High Performance ILP and High Throughput TLP., , , , and . MICRO, page 305-316. IEEE Computer Society, (2012)No MCMC for me: Amortized sampling for fast and stable training of energy-based models., , , , , and . ICLR, OpenReview.net, (2021)An Imitation Learning Approach for Cache Replacement., , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 6237-6247. PMLR, (2020)CUF: Continuous Upsampling Filters., , , , , and . CVPR, page 9999-10008. IEEE, (2023)