Fredrik Kjolstad

78 papers A* 8A 7B 2C 1Journal 52Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Ember: A Compiler for Embedding Operations on Decoupled Access-Execute Architectures. CGO Marco Siracusa, Olivia Hsu, Víctor Soria Pardos, Joshua Randall, Arnaud Grasset, Eric Biscondi, Douglas J. Joseph, Randy Allen, Fredrik Kjolstad, Miquel Moretó Planas, Adrià Armejach
2026	A	`conf`	Fast Autoscheduling for Sparse ML Frameworks. CGO Bobby Yan, Alexander J. Root, Trevor Gale, David Broman, Fredrik Kjolstad
2026	—	`conf`	FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow. ASPLOS (2) Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu
2026	J	`jnl`	Onyx: A 12-nm Programmable Accelerator for Dense and Sparse Applications. IEEE J. Solid State Circuits Kalhan Koul, Olivia Hsu, Yuchen Mei, Sai Gautham Ravipati, Maxwell Strange, Jackson Melchert, Alex Carsello, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Zhouhua Xie, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2025	J	`jnl`	A Compiler for Operations on Relations with Bag Semantics. CoRR James Dong, Fredrik Kjolstad
2025	A*	`conf`	A Probabilistic Perspective on Tiling Sparse Tensor Algebra. MICRO Ritvik Sharma, Zi Yu Xue, Nathan Zhang, Rubens Lacouture, Fredrik Kjolstad, Sara Achour, Mark Horowitz
2025	—	`conf`	Automatic Tracing in Task-Based Runtime Systems. ASPLOS (1) Rohan Yadav, Michael Bauer, David Broman, Michael Garland, Alex Aiken, Fredrik Kjolstad
2025	J	`jnl`	Compiling Set Queries into Work-Efficient Tree Traversals. CoRR Alexander J. Root, Christophe Gyurgyik, Purvi Goel, Kayvon Fatahalian, Jonathan Ragan-Kelley, Andrew Adams, Fredrik Kjolstad
2025	—	`conf`	Composing Distributed Computations Through Task and Kernel Fusion. ASPLOS (1) Rohan Yadav, Shiv Sundram, Wonchan Lee, Michael Garland, Michael Bauer, Alex Aiken, Fredrik Kjolstad
2025	J	`jnl`	Cyclotron: Compilation of Recurrences to Distributed and Systolic Architectures. CoRR Shiv Sundram, Akhilesh Balasingam, Nathan Zhang, Kunle Olukotun, Fredrik Kjolstad
2025	J	`jnl`	Data Layout Polymorphism for Bounding Volume Hierarchies. CoRR Christophe Gyurgyik, Alexander J. Root, Fredrik Kjolstad
2025	J	`jnl`	Designing Programmable Accelerators for Sparse Tensor Algebra. IEEE Micro Kalhan Koul, Zhouhua Xie, Maxwell Strange, Sai Gautham Ravipati, Bo-Wun Cheng, Olivia Hsu, Po-Han Chen, Mark Horowitz, Fredrik Kjolstad, Priyanka Raina
2025	J	`jnl`	Ember: A Compiler for Efficient Embedding Operations on Decoupled Access-Execute Architectures. CoRR Marco Siracusa, Olivia Hsu, Víctor Soria Pardos, Joshua Randall, Arnaud Grasset, Eric Biscondi, Douglas J. Joseph, Randy Allen, Fredrik Kjolstad, Miquel Moretó Planas, Adrià Armejach
2025	J	`jnl`	Fast Collection Operations from Indexed Stream Fusion. CoRR Scott Kovach, Praneeth Kolichala, Kyle A. Miller, David Broman, Fredrik Kjolstad
2025	J	`jnl`	FuseFlow: A Fusion-Centric Compilation Framework for Sparse Deep Learning on Streaming Dataflow. CoRR Rubens Lacouture, Nathan Zhang, Ritvik Sharma, Marco Siracusa, Fredrik Kjolstad, Kunle Olukotun, Olivia Hsu
2025	—	`conf`	KDRSolvers: Scalable, Flexible, Task-Oriented Krylov Solvers. SC Workshops David Kai Zhang, Rohan Yadav, Alex Aiken, Fredrik Kjolstad, Sean Treichler
2025	J	`jnl`	On the Duality of Task and Actor Programming Models. CoRR Rohan Yadav, Joseph Guman, Sean Treichler, Michael Garland, Alex Aiken, Fredrik Kjolstad, Michael Bauer
2025	J	`jnl`	Optimal Software Pipelining and Warp Specialization for Tensor Core GPUs. CoRR Rupanshu Soi, Rohan Yadav, Fredrik Kjolstad, Alex Aiken, Maryam Mehri Dehnavi, Michael Garland, Michael Bauer
2025	J	`jnl`	REPTILE: Performant Tiling of Recurrences. Proc. ACM Program. Lang. Muhammad Usman Tariq, Shiv Sundram, Fredrik Kjolstad
2025	A	`conf`	Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture. CGO Olivia Hsu, Alexander Rucker, Tian Zhao, Varun Desai, Kunle Olukotun, Fredrik Kjolstad
2024	J	`jnl`	Automatic Tracing in Task-Based Runtime Systems. CoRR Rohan Yadav, Michael Bauer, David Broman, Michael Garland, Alex Aiken, Fredrik Kjolstad
2024	J	`jnl`	Compilation of Modular and General Sparse Workspaces. CoRR Genghan Zhang, Olivia Hsu, Fredrik Kjolstad
2024	J	`jnl`	Compilation of Modular and General Sparse Workspaces. Proc. ACM Program. Lang. Genghan Zhang, Olivia Hsu, Fredrik Kjolstad
2024	J	`jnl`	Compilation of Shape Operators on Sparse Arrays. Proc. ACM Program. Lang. Alexander J. Root, Bobby Yan, Peiming Liu, Christophe Gyurgyik, Aart J. C. Bik, Fredrik Kjolstad
2024	J	`jnl`	Compiler Support for Sparse Tensor Convolutions. Proc. ACM Program. Lang. Peiming Liu, Alexander J. Root, Anlun Xu, Yinying Li, Fredrik Kjolstad, Aart J. C. Bik
2024	J	`jnl`	Compiling Recurrences over Dense and Sparse Arrays. Proc. ACM Program. Lang. Shiv Sundram, Muhammad Usman Tariq, Fredrik Kjolstad
2024	J	`jnl`	Composing Distributed Computations Through Task and Kernel Fusion. CoRR Rohan Yadav, Shiv Sundram, Wonchan Lee, Michael Garland, Michael Bauer, Alex Aiken, Fredrik Kjolstad
2024	J	`jnl`	Deegen: A JIT-Capable VM Generator for Dynamic Languages. CoRR Haoran Xu, Fredrik Kjolstad
2024	—	`conf`	Onyx: A 12nm 756 GOPS/W Coarse-Grained Reconfigurable Array for Accelerating Dense and Sparse Applications. VLSI Technology and Circuits Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2024	—	`conf`	Onyx: A Programmable Accelerator for Sparse Tensor Algebra. HCS Kalhan Koul, Maxwell Strange, Jackson Melchert, Alex Carsello, Yuchen Mei, Olivia Hsu, Taeyoung Kong, Po-Han Chen, Huifeng Ke, Keyi Zhang, Qiaoyi Liu, Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan, Ritvik Sharma, Zhouhua Xie, Christopher Torng, Joel S. Emer, Fredrik Kjolstad, Mark Horowitz, Priyanka Raina
2024	—	`ed.`	Proceedings of the 16th ACM SIGPLAN International Workshop on Virtual Machines and Intermediate Languages, VMIL 2024, Pasadena, CA, USA, 20 October 2024 VMIL@SPLASH Dejice Jacob, Fredrik Kjolstad
2024	J	`jnl`	Scorch: A Library for Sparse Deep Learning. CoRR Bobby Yan, Alexander J. Root, Trevor Gale, David Broman, Fredrik Kjolstad
2024	A*	`conf`	The Dataflow Abstract Machine Simulator Framework. ISCA Nathan Zhang, Rubens Lacouture, Gina Sohn, Paul Mure, Qizheng Zhang, Fredrik Kjolstad, Kunle Olukotun
2023	J	`jnl`	AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers. ACM Trans. Embed. Comput. Syst. Kalhan Koul, Jackson Melchert, Kavya Sreedhar, Leonard Truong, Gedeon Nyengele, Keyi Zhang, Qiaoyi Liu, Jeff Setter, Po-Han Chen, Yuchen Mei, Maxwell Strange, Ross Daly, Caleb Donovick, Alex Carsello, Taeyoung Kong, Kathleen Feng, Dillon Huff, Ankita Nayak, Rajsekhar Setaluri, James Thomas, Nikhil Bhagdikar, David Durst, Zachary A. Myers, Nestan Tsiskaridze, Stephen Richardson, Rick Bahr, Kayvon Fatahalian, Pat Hanrahan, Clark W. Barrett, Mark Horowitz, Christopher Torng, Fredrik Kjolstad, Priyanka Raina
2023	—	`conf`	BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. ASPLOS (4) Erik Orm Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
2023	J	`jnl`	Compiling Recurrences over Dense and Sparse Arrays. CoRR Shiv Sundram, Muhammad Usman Tariq, Fredrik Kjolstad
2023	J	`jnl`	Indexed Streams: A Formal Intermediate Representation for Fused Contraction Programs. Proc. ACM Program. Lang. Scott Kovach, Praneeth Kolichala, Tiancheng Gu, Fredrik Kjolstad
2023	A	`conf`	Legate Sparse: Distributed Sparse Computing in Python. SC Rohan Yadav, Wonchan Lee, Melih Elibol, Manolis Papadakis, Taylor Lee Patti, Michael Garland, Alex Aiken, Fredrik Kjolstad, Michael Bauer
2023	A	`conf`	Looplets: A Language for Structured Coiteration. CGO Willow Ahrens, Daniel Donenfeld, Fredrik Kjolstad, Saman P. Amarasinghe
2023	J	`jnl`	Mosaic: An Interoperable Compiler for Tensor Algebra. Proc. ACM Program. Lang. Manya Bansal, Olivia Hsu, Kunle Olukotun, Fredrik Kjolstad
2023	J	`jnl`	Revet: A Language and Compiler for Dataflow Threads. CoRR Alexander Rucker, Shiv Sundram, Coleman Smith, Matthew Vilim, Raghu Prabhakar, Fredrik Kjolstad, Kunle Olukotun
2023	J	`jnl`	Unified Buffer: Compiling Image Processing and Machine Learning Applications to Push-Memory Accelerators. ACM Trans. Archit. Code Optim. Qiaoyi Liu, Jeff Setter, Dillon Huff, Maxwell Strange, Kathleen Feng, Mark Horowitz, Priyanka Raina, Fredrik Kjolstad
2022	A*	`conf`	Autoscheduling for sparse tensor algebra with an asymptotic cost model. PLDI Willow Ahrens, Fredrik Kjolstad, Saman P. Amarasinghe
2022	J	`jnl`	BaCO: A Fast and Portable Bayesian Compiler Optimization Framework. CoRR Erik Hellsten, Artur L. F. Souza, Johannes Lenfers, Rubens Lacouture, Olivia Hsu, Adel Ejjeh, Fredrik Kjolstad, Michel Steuwer, Kunle Olukotun, Luigi Nardi
2022	J	`jnl`	Compiler Support for Sparse Tensor Computations in MLIR. CoRR Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad
2022	J	`jnl`	Compiler Support for Sparse Tensor Computations in MLIR. ACM Trans. Archit. Code Optim. Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad
2022	J	`jnl`	Correct Compilation of Semiring Contractions. CoRR Scott Kovach, Fredrik Kjolstad
2022	J	`jnl`	DISTAL: The Distributed Tensor Algebra Compiler. CoRR Rohan Yadav, Alex Aiken, Fredrik Kjolstad
2022	A*	`conf`	DISTAL: the distributed tensor algebra compiler. PLDI Rohan Yadav, Alex Aiken, Fredrik Kjolstad
2022	J	`jnl`	Looplets: A Language For Structured Coiteration. CoRR Willow Ahrens, Daniel Donenfeld, Fredrik Kjolstad, Saman P. Amarasinghe
2022	A	`conf`	SpDISTAL: Compiling Distributed Sparse Tensor Computations. SC Rohan Yadav, Alex Aiken, Fredrik Kjolstad
2022	J	`jnl`	SpDISTAL: Compiling Distributed Sparse Tensor Computations. CoRR Rohan Yadav, Alex Aiken, Fredrik Kjolstad
2022	J	`jnl`	Stardust: Compiling Sparse Tensor Algebra to a Reconfigurable Dataflow Architecture. CoRR Olivia Hsu, Alexander Rucker, Tian Zhao, Kunle Olukotun, Fredrik Kjolstad
2022	J	`jnl`	The Sparse Abstract Machine. CoRR Olivia Hsu, Maxwell Strange, Jaeyeon Won, Ritvik Sharma, Kunle Olukotun, Joel S. Emer, Mark Horowitz, Fredrik Kjolstad
2021	J	`jnl`	An Asymptotic Cost Model for Autoscheduling Sparse Tensor Programs. CoRR Willow Ahrens, Fredrik Kjolstad, Saman P. Amarasinghe
2021	J	`jnl`	An Attempt to Generate Code for Symmetric Tensor Computations. CoRR Jessica Shi, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2021	J	`jnl`	Compilation of sparse array programming models. Proc. ACM Program. Lang. Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman P. Amarasinghe, Fredrik Kjolstad
2021	J	`jnl`	Compiling Halide Programs to Push-Memory Accelerators. CoRR Qiaoyi Liu, Dillon Huff, Jeff Setter, Maxwell Strange, Kathleen Feng, Kavya Sreedhar, Ziheng Wang, Keyi Zhang, Mark Horowitz, Priyanka Raina, Fredrik Kjolstad
2021	J	`jnl`	Copy-and-patch compilation: a fast compilation algorithm for high-level languages and bytecode. Proc. ACM Program. Lang. Haoran Xu, Fredrik Kjolstad
2020	J	`jnl`	A Unified Iteration Space Transformation Framework for Sparse and Dense Tensor Algebra. CoRR Ryan Senanayake, Fredrik Kjolstad, Changwan Hong, Shoaib Kamil, Saman P. Amarasinghe
2020	J	`jnl`	A sparse iteration space transformation framework for sparse tensor algebra. Proc. ACM Program. Lang. Ryan Senanayake, Changwan Hong, Ziheng Wang, Amalee Wilson, Stephen Chou, Shoaib Kamil, Saman P. Amarasinghe, Fredrik Kjolstad
2020	J	`jnl`	Automatic Generation of Efficient Sparse Tensor Format Conversion Routines. CoRR Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2020	A*	`conf`	Automatic generation of efficient sparse tensor format conversion routines. PLDI Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2020	J	`jnl`	Copy-and-Patch Binary Code Generation. CoRR Haoran Xu, Fredrik Kjolstad
2020	A*	`conf`	Creating an Agile Hardware Design Flow. DAC Rick Bahr, Clark W. Barrett, Nikhil Bhagdikar, Alex Carsello, Ross Daly, Caleb Donovick, David Durst, Kayvon Fatahalian, Kathleen Feng, Pat Hanrahan, Teguh Hofstee, Mark Horowitz, Dillon Huff, Fredrik Kjolstad, Taeyoung Kong, Qiaoyi Liu, Makai Mann, Jackson Melchert, Ankita Nayak, Aina Niemetz, Gedeon Nyengele, Priyanka Raina, Stephen Richardson, Rajsekhar Setaluri, Jeff Setter, Kavya Sreedhar, Maxwell Strange, James Thomas, Christopher Torng, Leonard Truong, Nestan Tsiskaridze, Keyi Zhang
2020	B	`conf`	Sparse Tensor Transpositions. SPAA Suzanne Mueller, Willow Ahrens, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2020	J	`jnl`	Sparse Tensor Transpositions. CoRR Suzanne Mueller, Willow Ahrens, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2019	A	`conf`	Tensor Algebra Compilation with Workspaces. CGO Fredrik Kjolstad, Willow Ahrens, Shoaib Kamil, Saman P. Amarasinghe
2018	J	`jnl`	Automatic Generation of Sparse Tensor Kernels with Workspaces. CoRR Fredrik Kjolstad, Shoaib Kamil, Saman P. Amarasinghe
2018	J	`jnl`	Format abstraction for sparse tensor algebra compilers. Proc. ACM Program. Lang. Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2018	J	`jnl`	Unified Sparse Formats for Tensor Algebra Compilers. CoRR Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
2017	J	`jnl`	The tensor algebra compiler. Proc. ACM Program. Lang. Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman P. Amarasinghe
2017	A*	`conf`	taco: a tool to generate tensor algebra kernels. ASE Fredrik Kjolstad, Stephen Chou, David Lugato, Shoaib Kamil, Saman P. Amarasinghe
2016	J	`jnl`	Simit: A Language for Physical Simulation. ACM Trans. Graph. Fredrik Kjolstad, Shoaib Kamil, Jonathan Ragan-Kelley, David I. W. Levin, Shinjiro Sueda, Desai Chen, Etienne Vouga, Danny M. Kaufman, Gurtej Kanwar, Wojciech Matusik, Saman P. Amarasinghe
2016	J	`jnl`	Why New Programming Languages for Simulation? ACM Trans. Graph. Gilbert Louis Bernstein, Fredrik Kjolstad
2013	C	`conf`	MPI datatype processing using runtime compilation. EuroMPI Timo Schneider, Fredrik Kjolstad, Torsten Hoefler
2012	B	`conf`	Automatic datatype generation and optimization. PPoPP Fredrik Kjolstad, Torsten Hoefler, Marc Snir
2011	A*	`conf`	Transformation for class immutability. ICSE Fredrik Kjolstad, Danny Dig, Gabriel Acevedo, Marc Snir