Determining optimal features for emotion recognition from speech by applying an evolutionary algorithm. - David Philippou-Hübner; Bogdan Vlasenko; Tobias Grosser; Andreas Wendemuth (INTERSPEECH, 2010)

Polly - Performing Polyhedral Optimizations on a Low-Level Intermediate Representation. - Tobias Grosser; Armin Größlinger; Christian Lengauer (Parallel Process. Lett., 2012)

Split tiling for GPUs: automatic parallelization using trapezoidal tiles. - Tobias Grosser; Albert Cohen 001; Paul H. J. Kelly; J. Ramanujam; P. Sadayappan; Sven Verdoolaege (GPGPU@ASPLOS, 2013)

PENCIL: Towards a Platform-Neutral Compute Intermediate Language for DSLs - Riyadh Baghdadi; Albert Cohen 001; Serge Guelton; Sven Verdoolaege; Jun Inoue 001; Tobias Grosser; Georgia Kouveli; Alexey Kravets; Anton Lokhmotov; Cedric Nugteren; Fraser Waters; Alastair F. Donaldson (CoRR, 2013)

Hybrid Hexagonal/Classical Tiling for GPUs. - Tobias Grosser; Albert Cohen 001; Justin Holewinski; P. Sadayappan; Sven Verdoolaege (CGO, 2014)

A framework for enhancing data reuse via associative reordering. - Kevin Stock; Martin Kong; Tobias Grosser; Louis-Noël Pouchet; Fabrice Rastello; J. Ramanujam; P. Sadayappan (PLDI, 2014)

The Relation Between Diamond Tiling and Hexagonal Tiling. - Tobias Grosser; Sven Verdoolaege; Albert Cohen 001; P. Sadayappan (Parallel Process. Lett., 2014)

A decoupled approach to high-level loop optimization : tile shapes, polyhedral building blocks and low-level compilers. (Une approche découplée pour l'optimization de boucle à haut niveau). - Tobias Grosser (2014)

PENCIL: A Platform-Neutral Compute Intermediate Language for Accelerator Programming. - Riyadh Baghdadi; Ulysse Beaugnon; Albert Cohen 001; Tobias Grosser; Michael Kruse; Chandan Reddy 001; Sven Verdoolaege; Adam Betts; Alastair F. Donaldson; Jeroen Ketema; Javed Absar; Sven van Haastregt; et al. (PACT, 2015)

Optimistic Delinearization of Parametrically Sized Arrays. - Tobias Grosser; Jagannathan Ramanujam; Louis-Noël Pouchet; P. Sadayappan; Sebastian Pop (ICS, 2015)

MODESTO: Data-centric Analytic Optimization of Complex Stencil Programs on Heterogeneous Architectures. - Tobias Gysi; Tobias Grosser; Torsten Hoefler (ICS, 2015)

Runtime pointer disambiguation. - Péricles Alves; Fabian Gruber; Johannes Doerfert; Alexandros Lamprineas; Tobias Grosser; Fabrice Rastello; Fernando Magno Quintão Pereira (OOPSLA, 2015)

Polyhedral AST Generation Is More Than Scanning Polyhedra. - Tobias Grosser; Sven Verdoolaege; Albert Cohen 001 (ACM Trans. Program. Lang. Syst., 2015)

Polly-ACC Transparent compilation to heterogeneous hardware. - Tobias Grosser; Torsten Hoefler (ICS, 2016)

Optimistic loop optimization. - Johannes Doerfert; Tobias Grosser; Sebastian Hack (CGO, 2017)

Simple, Accurate, Analytical Time Modeling and Optimal Tile Size Selection for GPGPU Stencils. - Nirmal Prajapati; Waruna Ranasinghe; Sanjay V. Rajopadhye; Rumen Andonov; Hristo N. Djidjev; Tobias Grosser (PPoPP, 2017)

Accelerator Codesign as Non-Linear Optimization. - Nirmal Prajapati; Sanjay V. Rajopadhye; Hristo N. Djidjev; Nandakishore Santhi; Tobias Grosser; Rumen Andonov (CoRR, 2017)

Modeling the conflicting demands of parallelism and Temporal/Spatial locality in affine scheduling. - Oleksandr Zinenko; Sven Verdoolaege; Chandan Reddy 001; Jun Shirako; Tobias Grosser; Vivek Sarkar; Albert Cohen 001 (CC, 2018)

DeLICM: scalar dependence removal at zero memory cost. - Michael Kruse; Tobias Grosser (CGO, 2018)

High-Performance Generalized Tensor Operations: A Compiler-Oriented Approach. - Roman Gareev; Tobias Grosser; Michael Kruse (ACM Trans. Archit. Code Optim., 2018)

Absinthe: Learning an Analytical Performance Model to Fuse and Tile Stencil Codes in One Shot. - Tobias Gysi; Tobias Grosser; Torsten Hoefler (PACT, 2019)

Efficient hierarchical online-autotuning: a case study on polyhedral accelerator mapping. - Philip Pfaffe; Tobias Grosser; Martin Peter Tillmann (ICS, 2019)

A fast analytical model of fully associative caches. - Tobias Gysi; Tobias Grosser; Laurin Brandner; Torsten Hoefler (PLDI, 2019)

Automatic Generation of Multi-Objective Polyhedral Compiler Transformations. - Lorenzo Chelini; Tobias Gysi; Tobias Grosser; Martin Kong; Henk Corporaal (PACT, 2020)

Mixed-data-model heterogeneous compilation and OpenMP offloading. - Andreas Kurth; Koen Wolters; Björn Forsberg; Alessandro Capotondi; Andrea Marongiu; Tobias Grosser; Luca Benini (CC, 2020)

LLHD: a multi-level intermediate representation for hardware description languages. - Fabian Schuiki; Andreas Kurth; Tobias Grosser; Luca Benini (PLDI, 2020)

Compiling Neural Networks for a Computational Memory Accelerator. - Kornilios Kourtis; Martino Dazzi; Nikolas Ioannou; Tobias Grosser; Abu Sebastian; Evangelos Eleftheriou (CoRR, 2020)

Domain-Specific Multi-Level IR Rewriting for GPU. - Tobias Gysi; Christoph Müller; Oleksandr Zinenko; Stephan Herhut; Eddie Davis; Tobias Wicky; Oliver Fuhrer; Torsten Hoefler; Tobias Grosser (CoRR, 2020)

Fast linear programming through transprecision computing on small and sparse data. - Tobias Grosser; Theodoros Theodoridis; Maximilian Falkenstein; Arjun Pitchanathan; Michael Kruse; Manuel Rigger; Zhendong Su 001; Torsten Hoefler (Proc. ACM Program. Lang., 2020)

Declarative Loop Tactics for Domain-specific Optimization. - Lorenzo Chelini; Oleksandr Zinenko; Tobias Grosser; Henk Corporaal (ACM Trans. Archit. Code Optim., 2020)

Polyhedral Compilation for Racetrack Memories. - Asif Ali Khan; Hauke Mewes; Tobias Grosser; Torsten Hoefler; Jerónimo Castrillón (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Optimization Approach to Accelerator Codesign. - Nirmal Prajapati; Sanjay V. Rajopadhye; Hristo N. Djidjev; Nandakishore Santhi; Tobias Grosser; Rumen Andonov (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Progressive Raising in Multi-level IR. - Lorenzo Chelini; Andi Drebes; Oleksandr Zinenko; Albert Cohen 001; Nicolas Vasilache; Tobias Grosser; Henk Corporaal (CGO, 2021)

Dreaming up Metamorphic Relations: Experiences from Three Fuzzer Tools. - Andrei Lascu; Matt Windsor; Alastair F. Donaldson; Tobias Grosser; John Wickerson (MET@ICSE, 2021)

Cross-domain compilation: exploiting synergies across the CS community (keynote). - Tobias Grosser (VMIL@SPLASH, 2021)

Extracting clean performance models from tainted programs. - Marcin Copik; Alexandru Calotoiu; Tobias Grosser; Nicolas Wicki; Felix Wolf 001; Torsten Hoefler (PPoPP, 2021)

LoopOpt: Declarative Transformations Made Easy. - Lorenzo Chelini; Martin Kong; Tobias Grosser; Henk Corporaal (SCOPES, 2021)

FPL: fast Presburger arithmetic through transprecision. - Arjun Pitchanathan; Christian Ulmann; Michel Weber 001; Torsten Hoefler; Tobias Grosser (Proc. ACM Program. Lang., 2021)

Domain-Specific Multi-Level IR Rewriting for GPU: The Open Earth Compiler for GPU-accelerated Climate Simulation. - Tobias Gysi; Christoph Müller; Oleksandr Zinenko; Stephan Herhut; Eddie Davis; Tobias Wicky; Oliver Fuhrer; Torsten Hoefler; Tobias Grosser (ACM Trans. Archit. Code Optim., 2021)

Understanding and exploiting optimal function inlining. - Theodoros Theodoridis; Tobias Grosser; Zhendong Su 001 (ASPLOS, 2022)

QRANE: lifting QASM programs to an affine IR. - Blake Gerard; Tobias Grosser; Martin Kong (CC, 2022)

QSSA: an SSA-based IR for Quantum computing. - Anurudh Peduri; Siddharth Bhat; Tobias Grosser (CC, 2022)

Lambda the Ultimate SSA: Optimizing Functional Programs in SSA. - Siddharth Bhat; Tobias Grosser (CGO, 2022)

Exploring the Suitability of the Cerebras Wafer Scale Engine for Stencil-Based Computation Codes. - Nick Brown 002; Brandon Echols; Justs Zarins; Tobias Grosser (Euro-Par Workshops, 2022)

Metamorphic Fuzzing of C++ Libraries. - Andrei Lascu; Alastair F. Donaldson; Tobias Grosser; Torsten Hoefler (ICST, 2022)

IRDL: an IR definition language for SSA compilers. - Mathieu Fehr; Jeff Niu; River Riddle; Mehdi Amini; Zhendong Su 001; Tobias Grosser (PLDI, 2022)

MOM: Matrix Operations in MLIR. - Lorenzo Chelini; Henrik Barthels; Paolo Bientinesi; Marcin Copik; Tobias Grosser; Daniele G. Spampinato (CoRR, 2022)

TensorFlow as a DSL for stencil-based computation on the Cerebras Wafer Scale Engine. - Nick Brown 002; Brandon Echols; Justs Zarins; Tobias Grosser (CoRR, 2022)

CONVOLVE: Smart and seamless design of smart edge processors. - Manil Dev Gomony; Floran de Putter; Anteneh Gebregiorgis; Gianna Paulin; Linyan Mei; Vikram Jain; Said Hamdioui; Victor Sanchez; Tobias Grosser; Marc Geilen; Marian Verhelst; Frank K. Zenke; et al. (CoRR, 2022)

OCC: An Automated End-to-End Machine Learning Optimizing Compiler for Computing-In-Memory. - Adam Siemieniuk; Lorenzo Chelini; Asif Ali Khan; Jerónimo Castrillón; Andi Drebes; Henk Corporaal; Tobias Grosser; Martin Kong (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration. - Marcin Copik; Tobias Grosser; Torsten Hoefler; Paolo Bientinesi; Benjamin Berkels (IEEE Trans. Parallel Distributed Syst., 2022)

mlirSynth: Automatic, Retargetable Program Raising in Multi-Level IR Using Program Synthesis. - Alexander Brauckmann; Elizabeth Polgreen; Tobias Grosser; Michael F. P. O'Boyle (PACT, 2023)

PetaOps/W edge-AI $ mu$ Processors: Myth or reality? - Manil Dev Gomony; Floran de Putter; Anteneh Gebregiorgis; Gianna Paulin; Linyan Mei; Vikram Jain; Said Hamdioui; Victor Sanchez; Tobias Grosser; Marc Geilen; Marian Verhelst; Friedemann Zenke; et al. (DATE, 2023)

Fortran performance optimisation and auto-parallelisation by leveraging MLIR-based domain specific abstractions in Flang. - Nick Brown 002; Maurice Jamieson; Anton Lydike; Emilien Bauer; Tobias Grosser (SC Workshops, 2023)

Stencil-HMLS: A multi-layered approach to the automatic optimisation of stencil codes on FPGA. - Gabriel Rodriguez-Canal; Nick Brown 002; Maurice Jamieson; Emilien Bauer; Anton Lydike; Tobias Grosser (SC Workshops, 2023)

Sidekick compilation with xDSL. - Mathieu Fehr; Michel Weber 001; Christian Ulmann; Alexandre Lopoukhine; Martin Lücke; Théo Degioanni; Michel Steuwer; Tobias Grosser (CoRR, 2023)

PipeGen: Automated Transformation of a Single-Core Pipeline into a Multicore Pipeline for a Given Memory Consistency Model. - An Qi Zhang; Andrés Goens; Nicolai Oswald; Tobias Grosser; Daniel J. Sorin; Vijay Nagarajan (PACT, 2024)

A shared compilation stack for distributed-memory parallelism in stencil DSLs. - George Bisbas; Anton Lydike; Emilien Bauer; Nick Brown 002; Mathieu Fehr; Lawrence Mitchell; Gabriel Rodriguez-Canal; Maurice Jamieson; Paul H. J. Kelly; Michel Steuwer; Tobias Grosser (ASPLOS (3), 2024)

Strided Difference Bound Matrices. - Arjun Pitchanathan; Albert Cohen 001; Oleksandr Zinenko; Tobias Grosser (CAV (1), 2024)

Verifying Peephole Rewriting in SSA Compiler IRs. - Siddharth Bhat; Alex C. Keizer; Chris Hughes; Andrés Goens; Tobias Grosser (ITP, 2024)

Transforming Optimization Problems into Disciplined Convex Programming Form. - Ramon Fernández Mir; Paul B. Jackson; Siddharth Bhat; Andrés Goens; Tobias Grosser (CICM, 2024)

Compressing Structured Tensor Algebra. - Mahdi Ghorbani; Emilien Bauer; Tobias Grosser; Amir Shaikhha (CoRR, 2024)

Falcon: A Scalable Analytical Cache Model. - Arjun Pitchanathan; Kunwar Grover; Tobias Grosser (Proc. ACM Program. Lang., 2024)

Guided Equality Saturation. - Thomas Koehler 005; Andrés Goens; Siddharth Bhat; Tobias Grosser; Phil Trinder; Michel Steuwer (Proc. ACM Program. Lang., 2024)

Artifact of "A Multi-Level Compiler Backend for Accelerated Micro-Kernels Targetting RISC-V ISA Extensions". - Alexandre Lopoukhine; Federico Ficarelli; Christos Vasiladiotis; Anton Lydike; Josse Van Delm; Alban Dutilleul; Luca Benini; Marian Verhelst; Tobias Grosser (Zenodo, 2024)

xDSL: Sidekick Compilation for SSA-Based Compilers. - Mathieu Fehr; Michel Weber 001; Christian Ulmann; Alexandre Lopoukhine; Martin Paul Lücke; Théo Degioanni; Christos Vasiladiotis; Michel Steuwer; Tobias Grosser (CGO, 2025)

A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions. - Alexandre Lopoukhine; Federico Ficarelli; Christos Vasiladiotis; Anton Lydike; Josse Van Delm; Alban Dutilleul; Luca Benini; Marian Verhelst; Tobias Grosser (CGO, 2025)

First-Class Verification Dialects for MLIR. - Mathieu Fehr; Yuyou Fan; Hugo Pompougnac; John Regehr; Tobias Grosser (Proc. ACM Program. Lang., 2025)

Compressed and Parallelized Structured Tensor Algebra. - Mahdi Ghorbani; Emilien Bauer; Tobias Grosser; Amir Shaikhha (Proc. ACM Program. Lang., 2025)

eqsat: An Equality Saturation Dialect for Non-destructive Rewriting. - Jules Merckx; Alexandre Lopoukhine; Samuel Coward; Jianyi Cheng; Bjorn De Sutter; Tobias Grosser (CoRR, 2025)