Phitchaya Mangpo Phothilimthana

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Venues

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Hanjun Dai, Bethany Wang, Xingchen Wan, Bo Dai, Sherry Yang, Azade Nova, Pengcheng Yin, Phitchaya Mangpo Phothilimthana, Charles Sutton, Dale Schuurmans
UQE: A Query Engine for Unstructured Databases. CoRR (2024)
Phitchaya Mangpo Phothilimthana, Saurabh Kadekodi, Soroush Ghodrati, Selene Moon, Martin Maas
Thesios: Synthesizing Accurate Counterfactual I/O Traces from I/O Samples. ASPLOS (3) (2024)
Zhihao Zhang, Alan Zhu, Lijie Yang, Yihua Xu, Lanting Li, Phitchaya Mangpo Phothilimthana, Zhihao Jia
Accelerating Retrieval-Augmented Language Model Serving with Speculation. CoRR (2024)
Kaidi Cao, Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Dustin Zelle, Yanqi Zhou, Charith Mendis, Jure Leskovec, Bryan Perozzi
Learning Large Graph Property Prediction via Graph Segment Training. CoRR (2023)
Kaidi Cao, Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Dustin Zelle, Yanqi Zhou, Charith Mendis, Jure Leskovec, Bryan Perozzi
Learning Large Graph Property Prediction via Graph Segment Training. NeurIPS (2023)
Phitchaya Mangpo Phothilimthana, Sami Abu-El-Haija, Kaidi Cao, Bahare Fatemi, Charith Mendis, Bryan Perozzi
TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs. CoRR (2023)
Pengming Wang, Mikita Sazanovich, Berkin Ilbeyi, Phitchaya Mangpo Phothilimthana, Manish Purohit, Han Yang Tay, Ngân Vu, Miaosen Wang, Cosmin Paduraru, Edouard Leurent, Anton Zhernov, Julian Schrittwieser, Thomas Hubert, Robert Tung, Paula Kurylowicz, Kieran Milan, Oriol Vinyals, Daniel J. Mankowitz
Optimizing Memory Mapping Using Deep Reinforcement Learning. CoRR (2023)
Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy
Neural architecture search using property guided synthesis. Proc. ACM Program. Lang. 6 (OOPSLA2) (2022)
Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon, Phitchaya Mangpo Phothilimthana, Sudip Roy, Azalia Mirhoseini, Eugene Brevdo, James Laudon, Yanqi Zhou
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules. MLSys (2022)
Ondrej Sýkora, Phitchaya Mangpo Phothilimthana, Charith Mendis, Amir Yazdanbakhsh
GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation. CoRR (2022)
Ondrej Sýkora, Phitchaya Mangpo Phothilimthana, Charith Mendis, Amir Yazdanbakhsh
GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation. IISWC (2022)
Charles Jin, Phitchaya Mangpo Phothilimthana, Sudip Roy
αNAS: Neural Architecture Search using Property Guided Synthesis. CoRR (2022)
Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou, Charith Mendis, Sudip Roy, Amit Sabne, Mike Burrows
A Learned Performance Model for Tensor Processing Units. MLSys (2021)
Xinfeng Xie, Prakash Prabhu, Ulysse Beaugnon, Phitchaya Mangpo Phothilimthana, Sudip Roy, Azalia Mirhoseini, Eugene Brevdo, James Laudon, Yanqi Zhou
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules. CoRR (2021)
Phitchaya Mangpo Phothilimthana, Amit Sabne, Nikhil Sarda, Karthik Srinivasa Murthy, Yanqi Zhou, Christof Angermueller, Mike Burrows, Sudip Roy, Ketan Mandke, Rezsa Farahani, Yu Emma Wang, Berkin Ilbeyi, Blake A. Hechtman, Bjarke Roune, Shen Wang, Yuanzhong Xu, Samuel J. Kaufman
A Flexible Approach to Autotuning Multi-Pass Machine Learning Compilers. PACT (2021)
Yichen Yang, Phitchaya Mangpo Phothilimthana, Yisu Remy Wang, Max Willsey, Sudip Roy, Jacques Pienaar
Equality Saturation for Tensor Graph Superoptimization. MLSys (2021)
Samuel J. Kaufman, Phitchaya Mangpo Phothilimthana, Yanqi Zhou, Mike Burrows
A Learned Performance Model for the Tensor Processing Unit. CoRR (2020)
Phitchaya Mangpo Phothilimthana, Archibald Samuel Elliott, An Wang, Abhinav Jangda, Bastian Hagedorn, Henrik Barthels, Samuel J. Kaufman, Vinod Grover, Emina Torlak, Rastislav Bodík
Swizzle Inventor: Data Movement Synthesis for GPU Kernels. ASPLOS (2019)
Ming Liu, Simon Peter, Arvind Krishnamurthy, Phitchaya Mangpo Phothilimthana
E3: Energy-Efficient Microservices on SmartNIC-Accelerated Servers. USENIX Annual Technical Conference (2019)
Phitchaya Mangpo Phothilimthana, Ming Liu, Antoine Kaufmann, Simon Peter, Rastislav Bodík, Thomas E. Anderson
Floem: A Programming System for NIC-Accelerated Network Applications. OSDI (2018)
Sarah E. Chasins, Phitchaya Mangpo Phothilimthana
Data-Driven Synthesis of Full Probabilistic Programs. CAV (1) (2017)
Phitchaya Mangpo Phothilimthana, Sumukh Sridhara
High-Coverage Hint Generation for Massive Courses: Do Automated Hints Help CS1 Students? ITiCSE (2017)
Rastislav Bodík, Kartik Chandra, Phitchaya Mangpo Phothilimthana, Nathaniel Yazdani
Domain-Specific Symbolic Compilation. SNAPL (2017)
Phitchaya Mangpo Phothilimthana, Michael Schuldt, Rastislav Bodík
Compiling a gesture recognition application for a low-power spatial architecture. LCTES (2016)
Phitchaya Mangpo Phothilimthana, Aditya Thakur, Rastislav Bodík, Dinakar Dhurjati
GreenThumb: superoptimizer construction framework. CC (2016)
Eli Fox-Epstein, Shay Mozes, Phitchaya Mangpo Phothilimthana, Christian Sommer
Short and Simple Cycle Separators in Planar Graphs. ACM J. Exp. Algorithmics 21 (1) (2016)
Phitchaya Mangpo Phothilimthana, Aditya Thakur, Rastislav Bodík, Dinakar Dhurjati
Scaling up Superoptimization. ASPLOS (2016)
Sarah E. Chasins, Phitchaya Mangpo Phothilimthana
Dicer: A Framework for Controlled, Large-Scale Web Experiments. WWW (Companion Volume) (2015)
Phitchaya Mangpo Phothilimthana, Tikhon Jelvis, Rohin Shah, Nishant Totla, Sarah E. Chasins, Rastislav Bodík
Chlorophyll: synthesis-aided compiler for low-power spatial architectures. PLDI (2014)
Eli Fox-Epstein, Shay Mozes, Phitchaya Mangpo Phothilimthana, Christian Sommer
Short and Simple Cycle Separators in Planar Graphs. ALENEX (2013)
Forrest N. Iandola, David Sheffield, Michael J. Anderson, Phitchaya Mangpo Phothilimthana, Kurt Keutzer
Communication-minimizing 2D convolution in GPU registers. ICIP (2013)
Phitchaya Mangpo Phothilimthana, Jason Ansel, Jonathan Ragan-Kelley, Saman P. Amarasinghe
Portable performance on heterogeneous architectures. ASPLOS (2013)

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Publication Activity (10 Years)

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Phitchaya Mangpo Phothilimthana