From 461813fa0b138a792a8e230f8eb80d749de82780 Mon Sep 17 00:00:00 2001 From: Ben van Werkhoven Date: Mon, 1 Jun 2026 11:03:35 +0200 Subject: [PATCH] update citation info --- doc/source/index.rst | 65 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 65 insertions(+) diff --git a/doc/source/index.rst b/doc/source/index.rst index 7fac38e13..dcd5c976f 100644 --- a/doc/source/index.rst +++ b/doc/source/index.rst @@ -127,3 +127,68 @@ For referencing to Kernel Tuner's capabilities in measuring and optimizing energ year = {2022}, url = {https://arxiv.org/abs/2211.07260} } + + +For referencing to Kernel Tuner's capabilities super fast search space generation using constraint satisfaction problem solving, please cite the following: + +.. code:: latex + + @inproceedings{willemsen2025efficient, + title={Efficient construction of large search spaces for auto-tuning}, + author={Willemsen, Floris-Jan and van Nieuwpoort, Rob V and van Werkhoven, Ben}, + booktitle={Proceedings of the 54th International Conference on Parallel Processing}, + pages={668--677}, + year={2025} + } + + +For referencing to Kernel Tuner's optimization algorithms hyperparameters and their tuning procedure, please cite the following: + +.. code:: latex + + @inproceedings{willemsen2025tuning, + title={Tuning the Tuner: Introducing Hyperparameter Optimization for Auto-Tuning}, + author={Willemsen, Floris-Jan and van Nieuwpoort, Rob V and van Werkhoven, Ben}, + booktitle={2025 IEEE International Conference on eScience (eScience)}, + pages={213--222}, + year={2025}, + organization={IEEE} + } + + +For referencing to Kernel Tuner's optimization algorithm's capabilities to work with constrained search spaces, please cite the following: + +.. code:: latex + + @inproceedings{willemsen2026constraint, + title={Constraint-aware Optimization in Auto-Tuning}, + author={Willemsen, Floris-Jan and Heldens, Stijn and van Nieuwpoort, Rob V and van Werkhoven, Ben}, + booktitle={International Workshop on Automatic Performance Tuning (iWAPT)}, + year={2026} + } + + +For referencing to Kernel Tuner's optimization algorithms that were automatically generated using LLMs, please cite the following: + +.. code:: latex + + @inproceedings{willemsen2026automated, + title={Automated Algorithm Design for Auto-Tuning Optimizers}, + author={Willemsen, Floris-Jan and van Stein, Niki and van Werkhoven, Ben}, + booktitle={Ninth Conference on Machine Learning and Systems}, + year={2026}, + url={https://openreview.net/forum?id=qKlHJCbY6m} + } + + +For referencing to Kernel Tuner's capabilities in accuracy-aware tuning of mixed-precision GPU kernels, please cite the following: + +.. code:: latex + + @article{heldens2026accuracy, + title={Accuracy-Aware Mixed-Precision GPU Auto-Tuning}, + author={Heldens, Stijn and van Werkhoven, Ben}, + journal={IEEE Transactions on Parallel and Distributed Systems}, + year={2026}, + publisher={IEEE} + }