Parthasarathy Ranganathan

◀ ▶ joint publications with Milad Hashemi

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Publications

2023
[i9]
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  - journals/corr/abs-2302-07867
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Aman Madaan, Alexander Shypula, Uri Alon, Milad Hashemi, Parthasarathy Ranganathan, Yiming Yang, Graham Neubig, Amir Yazdanbakhsh:
Learning Performance-Improving Code Edits. CoRR abs/2302.07867 (2023)
2022
[i7]
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  - journals/corr/abs-2208-05297
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Binghong Chen, Daniel Tarlow, Kevin Swersky, Martin Maas, Pablo Ariel Heiber, Ashish Naik, Milad Hashemi, Parthasarathy Ranganathan:
Learning to Improve Code Efficiency. CoRR abs/2208.05297 (2022)
2021
[c83]
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  - conf/asplos/ShiJSHRL21
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Zhan Shi, Akanksha Jain, Kevin Swersky, Milad Hashemi, Parthasarathy Ranganathan, Calvin Lin:
A hierarchical neural model of data prefetching. ASPLOS 2021: 861-873
2020
[c76]
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  - conf/iclr/ShiSTRH20
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Zhan Shi, Kevin Swersky, Daniel Tarlow, Parthasarathy Ranganathan, Milad Hashemi:
Learning Execution through Neural Code fusion. ICLR 2020
[c75]
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  - conf/icml/LiuHSRA20
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Evan Zheran Liu, Milad Hashemi, Kevin Swersky, Parthasarathy Ranganathan, Junwhan Ahn:
An Imitation Learning Approach for Cache Replacement. ICML 2020: 6237-6247
[c74]
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  - conf/nips/YanSKRH20
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Yujun Yan, Kevin Swersky, Danai Koutra, Parthasarathy Ranganathan, Milad Hashemi:
Neural Execution Engines: Learning to Execute Subroutines. NeurIPS 2020
[i5]
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  - journals/corr/abs-2006-08084
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Yujun Yan, Kevin Swersky, Danai Koutra, Parthasarathy Ranganathan, Milad Hashemi:
Neural Execution Engines: Learning to Execute Subroutines. CoRR abs/2006.08084 (2020)
[i4]
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  - journals/corr/abs-2006-16239
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Evan Zheran Liu, Milad Hashemi, Kevin Swersky, Parthasarathy Ranganathan, Junwhan Ahn:
An Imitation Learning Approach for Cache Replacement. CoRR abs/2006.16239 (2020)
2019
[i3]
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  - journals/corr/abs-1906-07181
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Zhan Shi, Kevin Swersky, Daniel Tarlow, Parthasarathy Ranganathan, Milad Hashemi:
Learning Execution through Neural Code Fusion. CoRR abs/1906.07181 (2019)
2018
[c66]
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  - conf/icml/HashemiSSALCKR18
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Milad Hashemi, Kevin Swersky, Jamie A. Smith, Grant Ayers, Heiner Litz, Jichuan Chang, Christos Kozyrakis, Parthasarathy Ranganathan:
Learning Memory Access Patterns. ICML 2018: 1924-1933
[i2]
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  - journals/corr/abs-1803-02329
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Milad Hashemi, Kevin Swersky, Jamie A. Smith, Grant Ayers, Heiner Litz, Jichuan Chang, Christos Kozyrakis, Parthasarathy Ranganathan:
Learning Memory Access Patterns. CoRR abs/1803.02329 (2018)

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