| Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator F Wang, X Wu, G Essertel, J Decker, T Rompf arXiv preprint arXiv:1803.10228, 2018 | 104 | 2018 |
| How to Architect a Query Compiler, Revisited RY Tahboub, GM Essertel, T Rompf Proceedings of the 2018 International Conference on Management of Data, 307-322, 2018 | 98 | 2018 |
| Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data G Essertel, R Tahboub, J Decker, K Brown, K Olukotun, T Rompf 13th {USENIX} Symposium on Operating Systems Design and Implementation …, 2018 | 74 | 2018 |
| Backpropagation with continuation callbacks: foundations for efficient and expressive differentiable programming F Wang, J Decker, X Wu, G Essertel, T Rompf Proceedings of the 32nd International Conference on Neural Information …, 2018 | 56* | 2018 |
| Gentrification gone too far? affordable 2nd-class values for fun and (co-) effect L Osvald, G Essertel, X Wu, LIG Alayón, T Rompf ACM SIGPLAN Notices 51 (10), 234-251, 2016 | 47 | 2016 |
| Compiling with Continuations, or without? Whatever. Y Cong, L Osvald, GM Essertel, T Rompf Proceedings of the ACM on Programming Languages 3 (ICFP), 79, 2019 | 30 | 2019 |
| Flare: Native compilation for heterogeneous workloads in Apache Spark GM Essertel, RY Tahboub, JM Decker, KJ Brown, K Olukotun, T Rompf arXiv preprint arXiv:1703.08219, 2017 | 23 | 2017 |
| On-stack replacement for program generators and source-to-source compilers GM Essertel, RY Tahboub, T Rompf Proceedings of the 20th ACM SIGPLAN International Conference on Generative …, 2021 | 15 | 2021 |
| Precise reasoning with structured time, structured heaps, and collective operations GM Essertel, G Wei, T Rompf Proceedings of the ACM on Programming Languages 3 (OOPSLA), 157, 2019 | 11 | 2019 |
| Towards compiling graph queries in relational engines RY Tahboub, X Wu, GM Essertel, T Rompf Proceedings of the 17th ACM SIGPLAN International Symposium on Database …, 2019 | 10 | 2019 |
| Flare & lantern: efficiently swapping horses midstream G Essertel, RY Tahboub, F Wang, J Decker, T Rompf Proceedings of the VLDB Endowment 12 (12), 1910-1913, 2019 | 9 | 2019 |
| Architecting intermediate layers for efficient composition of data management and machine learning systems S Abeysinghe, F Wang, G Essertel, T Rompf arXiv preprint arXiv:2311.02781, 2023 | 8 | 2023 |
| The 800 Pound Python in the Machine Learning Room JM Decker, D Moldovan, G Wei, V Bhardwaj, G Essertel, F Wang, ... ret 10, 0, 2018 | 2 | 2018 |
| Improving Performance of Data-Centric Systems Through Fine-Grained Code Generation G Essertel Purdue University, 2019 | | 2019 |
| Precise Reasoning with Structured Heaps and Collective Operations à la Map/Reduce G Essertel, G Wei, T Rompf | | |
