Phitchaya Mangpo Phothilimthana

Orcid: 0000-0003-3492-3690

According to our database1, Phitchaya Mangpo Phothilimthana authored at least 29 papers between 2013 and 2024.

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Bibliography

2024
Accelerating Retrieval-Augmented Language Model Serving with Speculation.
CoRR, 2024

Thesios: Synthesizing Accurate Counterfactual I/O Traces from I/O Samples.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs.
CoRR, 2023

Optimizing Memory Mapping Using Deep Reinforcement Learning.
CoRR, 2023

Learning Large Graph Property Prediction via Graph Segment Training.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022
Neural architecture search using property guided synthesis.
Proc. ACM Program. Lang., 2022

αNAS: Neural Architecture Search using Property Guided Synthesis.
CoRR, 2022

A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation.
Proceedings of the IEEE International Symposium on Workload Characterization, 2022

2021
A Learned Performance Model for Tensor Processing Units.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

Equality Saturation for Tensor Graph Superoptimization.
Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers.
Proceedings of the 30th International Conference on Parallel Architectures and Compilation Techniques, 2021

2020
A Learned Performance Model for the Tensor Processing Unit.
CoRR, 2020

2019
E3: Energy-Efficient Microservices on SmartNIC-Accelerated Servers.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Swizzle Inventor: Data Movement Synthesis for GPU Kernels.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
Programming Abstractions and Synthesis-Aided Compilation for Emerging Computing Platforms.
PhD thesis, 2018

Floem: A Programming System for NIC-Accelerated Network Applications.
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2017
Domain-Specific Symbolic Compilation.
Proceedings of the 2nd Summit on Advances in Programming Languages, 2017

High-Coverage Hint Generation for Massive Courses: Do Automated Hints Help CS1 Students?
Proceedings of the 2017 ACM Conference on Innovation and Technology in Computer Science Education, 2017

Data-Driven Synthesis of Full Probabilistic Programs.
Proceedings of the Computer Aided Verification - 29th International Conference, 2017

2016
Short and Simple Cycle Separators in Planar Graphs.
ACM J. Exp. Algorithmics, 2016

Compiling a gesture recognition application for a low-power spatial architecture.
Proceedings of the 17th ACM SIGPLAN/SIGBED Conference on Languages, 2016

GreenThumb: superoptimizer construction framework.
Proceedings of the 25th International Conference on Compiler Construction, 2016

Scaling up Superoptimization.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015
Dicer: A Framework for Controlled, Large-Scale Web Experiments.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
Chlorophyll: synthesis-aided compiler for low-power spatial architectures.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

A Comparison of Error Metrics for Learning Model Parameters in Bayesian Knowledge Tracing.
Proceedings of the Workshops held at Educational Data Mining 2014, 2014

2013
Communication-minimizing 2D convolution in GPU registers.
Proceedings of the IEEE International Conference on Image Processing, 2013

Portable performance on heterogeneous architectures.
Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2013


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