Hexcute: A Compiler Framework for Automating Layout Synthesis in GPU Programs.

Tatiana Shpeisman Xiao Zhang Yaoyao Ding Bolin Sun Yang Hu Tatiana Shpeisman Gennady Pekhimenko Hexcute: A Compiler Framework for Automating Layout Synthesis in GPU Programs. CGO 2026 630-643 conf/cgo/2026 https://doi.org/10.1109/CGO68049.2026.11395194 db/conf/cgo/cgo2026.html#ZhangDSHSP26 streams/conf/cgo

Aart J. C. Bik Penporn Koanantakool Tatiana Shpeisman Nicolas Vasilache Bixia Zheng Fredrik Kjolstad Compiler Support for Sparse Tensor Computations in MLIR. 50:1-50:25 2022 19 ACM Trans. Archit. Code Optim. 4 https://doi.org/10.1145/3544559 https://www.wikidata.org/entity/Q114070974 db/journals/taco/taco19.html#BikKSVZK22

Jae W. Lee Sebastian Hack Tatiana Shpeisman IEEE/ACM International Symposium on Code Generation and Optimization, CGO 2022, Seoul, Korea, Republic of, April 2-6, 2022 CGO IEEE 2022 978-1-6654-0584-3 https://doi.org/10.1109/CGO53902.2022 db/conf/cgo/cgo2022.html

Aart J. C. Bik Penporn Koanantakool Tatiana Shpeisman Nicolas Vasilache Bixia Zheng Fredrik Kjolstad Compiler Support for Sparse Tensor Computations in MLIR. 2022 abs/2202.04305 CoRR https://arxiv.org/abs/2202.04305 db/journals/corr/corr2202.html#abs-2202-04305

Chris Lattner Mehdi Amini Uday Bondhugula Albert Cohen 0001 Andy Davis Jacques A. Pienaar River Riddle Tatiana Shpeisman Nicolas Vasilache Oleksandr Zinenko MLIR: Scaling Compiler Infrastructure for Domain Specific Computation. 2-14 2021 CGO https://doi.org/10.1109/CGO51591.2021.9370308 https://www.wikidata.org/entity/Q130858655 conf/cgo/2021 db/conf/cgo/cgo2021.html#LattnerAB0DPRSV21

Chris Lattner Jacques A. Pienaar Mehdi Amini Uday Bondhugula River Riddle Albert Cohen 0001 Tatiana Shpeisman Andy Davis Nicolas Vasilache Oleksandr Zinenko MLIR: A Compiler Infrastructure for the End of Moore's Law. 2020 abs/2002.11054 CoRR https://arxiv.org/abs/2002.11054 db/journals/corr/corr2002.html#abs-2002-11054

Naila Farooqui Indrajit Roy 0001 Yuan Chen 0001 Vanish Talwar Rajkishore Barik Brian T. Lewis Tatiana Shpeisman Karsten Schwan Accelerating Data Analytics on Integrated GPU Platforms via Runtime Specialization. 336-375 2018 46 Int. J. Parallel Program. 2 https://doi.org/10.1007/s10766-016-0482-x db/journals/ijpp/ijpp46.html#FarooquiRCTBLSS18

Todd A. Anderson 0001 Hai Liu 0012 Lindsey Kuper Ehsan Totoni Jan Vitek Tatiana Shpeisman Parallelizing Julia with a Non-Invasive DSL (Artifact). 07:1-07:2 2017 3 Dagstuhl Artifacts Ser. 2 db/journals/darts/darts3.html#AndersonLKTVS17 https://doi.org/10.4230/DARTS.3.2.7

Todd A. Anderson 0001 Hai Liu 0012 Lindsey Kuper Ehsan Totoni Jan Vitek Tatiana Shpeisman Parallelizing Julia with a Non-Invasive DSL. 4:1-4:29 2017 ECOOP https://doi.org/10.4230/LIPIcs.ECOOP.2017.4 conf/ecoop/2017 db/conf/ecoop/ecoop2017.html#AndersonLKTVS17 Ehsan Totoni Todd A. Anderson 0001 Tatiana Shpeisman HPAT: high performance analytics with scripting ease-of-use. 9:1-9:10 2017 ICS https://doi.org/10.1145/3079079.3079099 https://www.wikidata.org/entity/Q131121465 conf/ics/2017 db/conf/ics/ics2017.html#TotoniAS17 Rajkishore Barik Tatiana Shpeisman Hongbo Rong Chunling Hu Victor W. Lee Todd A. Anderson 0001 Greg Henry Hai Liu 0012 Youfeng Wu Paul Petersen Geoff Lowney Mozart : Efficient Composition of Library Functions for Heterogeneous Execution. 182-202 2017 LCPC https://doi.org/10.1007/978-3-030-35225-7_13 conf/lcpc/2017 db/conf/lcpc/lcpc2017.html#BarikSRHLAHLWPL17 Tatiana Shpeisman Justin Gottschlich Proceedings of the 1st ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, MAPL@PLDI 2017, Barcelona, Spain, June 18, 2017 MAPL@PLDI ACM 2017 978-1-4503-5071-6 https://doi.org/10.1145/3088525 db/conf/pldi/mapl2017.html

Ehsan Totoni Wajih Ul Hassan Todd A. Anderson 0001 Tatiana Shpeisman HiFrames: High Performance Data Frames in a Scripting Language. 2017 abs/1704.02341 CoRR http://arxiv.org/abs/1704.02341 db/journals/corr/corr1704.html#TotoniHAS17

Rajkishore Barik Naila Farooqui Brian T. Lewis Chunling Hu Tatiana Shpeisman A black-box approach to energy-aware scheduling on integrated CPU-GPU systems. 70-81 2016 CGO https://doi.org/10.1145/2854038.2854052 https://ieeexplore.ieee.org/document/7559533/ conf/cgo/2016 db/conf/cgo/cgo2016.html#BarikFLHS16 Leonard Truong Rajkishore Barik Ehsan Totoni Hai Liu 0012 Chick Markley Armando Fox Tatiana Shpeisman Latte: a language, compiler, and runtime for elegant and efficient deep neural networks. 209-223 2016 PLDI https://doi.org/10.1145/2908080.2908105 https://doi.org/10.1145/2980983.2908105 https://www.wikidata.org/entity/Q122900237 conf/pldi/2016 db/conf/pldi/pldi2016.html#TruongBTLMFS16 Naila Farooqui Rajkishore Barik Brian T. Lewis Tatiana Shpeisman Karsten Schwan Affinity-aware work-stealing for integrated CPU-GPU processors. 30:1-30:2 2016 PPoPP https://doi.org/10.1145/2851141.2851194 https://doi.org/10.1145/3016078.2851194 conf/ppopp/2016 db/conf/ppopp/ppopp2016.html#FarooquiBLSS16

Ehsan Totoni Todd A. Anderson 0001 Tatiana Shpeisman HPAT: High Performance Analytics with Scripting Ease-of-Use. 2016 abs/1611.04934 CoRR http://arxiv.org/abs/1611.04934 db/journals/corr/corr1611.html#TotoniAS16

Rashid Kaleem Rajkishore Barik Tatiana Shpeisman Brian T. Lewis Chunling Hu Keshav Pingali Adaptive heterogeneous scheduling for integrated GPUs. 151-162 2014 PACT https://doi.org/10.1145/2628071.2628088 conf/IEEEpact/2014 db/conf/IEEEpact/pact2014.html#KaleemBSLHP14 Irina Calciu Justin Gottschlich Tatiana Shpeisman Gilles Pokam Maurice Herlihy Invyswell: a hybrid transactional memory for haswell's restricted transactional memory. 187-200 2014 PACT https://doi.org/10.1145/2628071.2628086 conf/IEEEpact/2014 db/conf/IEEEpact/pact2014.html#CalciuGSPH14 Rajkishore Barik Rashid Kaleem Deepak Majeti Brian T. Lewis Tatiana Shpeisman Chunling Hu Yang Ni Ali-Reza Adl-Tabatabai Efficient Mapping of Irregular C++ Applications to Integrated GPUs. 33 2014 CGO https://dl.acm.org/citation.cfm?id=2544165 conf/cgo/2014 db/conf/cgo/cgo2014.html#BarikKMLSHNA14 Stephan Herhut Richard L. Hudson Tatiana Shpeisman Jaswanth Sreeram River trail: a path to parallelism in JavaScript. 729-744 2013 OOPSLA https://doi.org/10.1145/2509136.2509516 https://doi.org/10.1145/2544173.2509516 https://www.wikidata.org/entity/Q131115858 conf/oopsla/2013 db/conf/oopsla/oopsla2013.html#HerhutHSS13 Stephan Herhut Richard L. Hudson Tatiana Shpeisman Jaswanth Sreeram Parallel JavaScript: bringing the compute power of multi-core CPUs and GPUs to the world of web graphics. 45:1 2013 SIGGRAPH Talks https://doi.org/10.1145/2504459.2504516 https://www.wikidata.org/entity/Q131116214 conf/siggraph/2013talks db/conf/siggraph/siggraph2013talks.html#HerhutHSS13 Stephan Herhut Richard L. Hudson Tatiana Shpeisman Jaswanth Sreeram Parallel Programming for the Web. 2012 HotPar https://www.usenix.org/conference/hotpar12/workshop-program/presentation/herhut conf/hotpar/2012 db/conf/hotpar/hotpar2012.html#HerhutHSS12 Robert L. Bocchino Jr. Stephen Heumann Nima Honarmand Sarita V. Adve Vikram S. Adve Adam Welc Tatiana Shpeisman Safe nondeterminism in a deterministic-by-default parallel language. 535-548 2011 POPL https://doi.org/10.1145/1926385.1926447 https://doi.org/10.1145/1925844.1926447 conf/popl/2011 db/conf/popl/popl2011.html#BocchinoHHAAWS11 Adam Welc Richard L. Hudson Tatiana Shpeisman Ali-Reza Adl-Tabatabai Generic workers: towards unified distributed and parallel JavaScript programming model. 1 2010 PSI EtA https://doi.org/10.1145/1940747.1940748 https://www.wikidata.org/entity/Q131118594 conf/oopsla/2010psieta db/conf/oopsla/psieta2010.html#WelcHSA10 Haris Volos 0001 Adam Welc Ali-Reza Adl-Tabatabai Tatiana Shpeisman Xinmin Tian Ravi Narayanaswamy NePaLTM: Design and Implementation of Nested Parallelism for Transactional Memory Systems. 123-147 2009 ECOOP https://doi.org/10.1007/978-3-642-03013-0_7 conf/ecoop/2009 db/conf/ecoop/ecoop2009.html#VolosWASTN09 Haris Volos 0001 Adam Welc Ali-Reza Adl-Tabatabai Tatiana Shpeisman Xinmin Tian Ravi Narayanaswamy NePalTM: design and implementation of nested parallelism for transactional memory systems. 291-292 2009 PPoPP https://doi.org/10.1145/1504176.1504220 https://doi.org/10.1145/1594835.1504220 conf/ppopp/2009 db/conf/ppopp/ppopp2009.html#VolosWASTN09 Tatiana Shpeisman Ali-Reza Adl-Tabatabai Robert Geva Yang Ni Adam Welc Towards transactional memory semantics for C++. 49-58 2009 SPAA https://doi.org/10.1145/1583991.1584012 conf/spaa/2009 db/conf/spaa/spaa2009.html#ShpeismanAGNW09

Vijay Menon 0002 Steven Balensiefer Tatiana Shpeisman Ali-Reza Adl-Tabatabai Richard L. Hudson Bratin Saha Adam Welc Single global lock semantics in a weakly atomic STM. 15-26 2008 43 ACM SIGPLAN Notices 5 https://doi.org/10.1145/1402227.1402235 db/journals/sigplan/sigplan43.html#MenonBSAHSW08

Brian R. Murphy Vijay Menon 0002 Florian T. Schneider Tatiana Shpeisman Ali-Reza Adl-Tabatabai Fault-safe code motion for type-safe languages. 144-154 2008 CGO https://doi.org/10.1145/1356058.1356078 conf/cgo/2008 db/conf/cgo/cgo2008.html#MurphyMSSA08 Lukasz Ziarek Adam Welc Ali-Reza Adl-Tabatabai Vijay Menon 0002 Tatiana Shpeisman Suresh Jagannathan A Uniform Transactional Execution Environment for Java. 129-154 2008 ECOOP https://doi.org/10.1007/978-3-540-70592-5_7 conf/ecoop/2008 db/conf/ecoop/ecoop2008.html#ZiarekWAMSJ08 Florian T. Schneider Vijay Menon 0002 Tatiana Shpeisman Ali-Reza Adl-Tabatabai Dynamic optimization for efficient strong atomicity. 181-194 2008 OOPSLA https://doi.org/10.1145/1449764.1449779 https://doi.org/10.1145/1449955.1449779 conf/oopsla/2008 db/conf/oopsla/oopsla2008.html#SchneiderMSA08 Phil McGachey Ali-Reza Adl-Tabatabai Richard L. Hudson Vijay Menon 0002 Bratin Saha Tatiana Shpeisman Concurrent GC leveraging transactional memory. 217-226 2008 PPoPP https://doi.org/10.1145/1345206.1345238 conf/ppopp/2008 db/conf/ppopp/ppopp2008.html#McGacheyAHMSS08 Vijay Menon 0002 Steven Balensiefer Tatiana Shpeisman Ali-Reza Adl-Tabatabai Richard L. Hudson Bratin Saha Adam Welc Practical weak-atomicity semantics for java stm. 314-325 2008 SPAA https://doi.org/10.1145/1378533.1378588 conf/spaa/2008 db/conf/spaa/spaa2008.html#MenonBSAHSW08 Bratin Saha Ali-Reza Adl-Tabatabai Anwar M. Ghuloum Mohan Rajagopalan Richard L. Hudson Leaf Petersen Vijay Menon 0002 Brian R. Murphy Tatiana Shpeisman Eric Sprangle Anwar Rohillah Doug Carmean Jesse Fang Enabling scalability and performance in a large scale CMP environment. 73-86 2007 conf/eurosys/2007 EuroSys https://doi.org/10.1145/1272996.1273006 db/conf/eurosys/eurosys2007.html#SahaAGRHPMMSSRCF07 Tatiana Shpeisman Vijay Menon 0002 Ali-Reza Adl-Tabatabai Steven Balensiefer Dan Grossman Richard L. Hudson Katherine F. Moore Bratin Saha Enforcing isolation and ordering in STM. 78-88 2007 conf/pldi/2007 PLDI https://doi.org/10.1145/1250734.1250744 https://doi.org/10.1145/1273442.1250744 db/conf/pldi/pldi2007.html#ShpeismanMABGHMS07 Yang Ni Vijay Menon 0002 Ali-Reza Adl-Tabatabai Antony L. Hosking Richard L. Hudson J. Eliot B. Moss Bratin Saha Tatiana Shpeisman Open nesting in software transactional memory. 68-78 2007 conf/ppopp/2007 PPoPP https://doi.org/10.1145/1229428.1229442 db/conf/ppopp/ppopp2007.html#NiMAHHMSS07 Ali-Reza Adl-Tabatabai Brian T. Lewis Vijay Menon 0002 Brian R. Murphy Bratin Saha Tatiana Shpeisman Compiler and runtime support for efficient software transactional memory. 26-37 2006 conf/pldi/2006 PLDI https://doi.org/10.1145/1133981.1133985 https://doi.org/10.1145/1133255.1133985 https://www.wikidata.org/entity/Q130876757 db/conf/pldi/pldi2006.html#Adl-TabatabaiLMMSS06 Vijay Menon 0002 Neal Glew Brian R. Murphy Andrew McCreight Tatiana Shpeisman Ali-Reza Adl-Tabatabai Leaf Petersen A verifiable SSA program representation for aggressive compiler optimization. 397-408 2006 conf/popl/2006 POPL https://doi.org/10.1145/1111037.1111072 https://doi.org/10.1145/1111320.1111072 https://www.wikidata.org/entity/Q121268369 db/conf/popl/popl2006.html#MenonGMMSAP06 Tatiana Shpeisman Guei-Yuan Lueh Ali-Reza Adl-Tabatabai Just-In-Time Java? Compilation for the Itanium® Processor. 249-258 2002 conf/IEEEpact/2002 IEEE PACT https://doi.org/10.1109/PACT.2002.1106023 https://doi.ieeecomputersociety.org/10.1109/PACT.2002.1106023 https://dl.acm.org/doi/10.5555/645989.674322 db/conf/IEEEpact/IEEEpact2002.html#ShpeismanLA02 William W. Pugh Tatiana Shpeisman SIPR: A New Framework for Generating Efficient Code for Sparse Matrix Computations. 213-229 https://doi.org/10.1007/3-540-48319-5_14 1998 conf/lcpc/1998 LCPC db/conf/lcpc/lcpc1998.html#PughS98 John Irwin Jean-Marc Loingtier John R. Gilbert Gregor Kiczales John Lamping Anurag Mendhekar Tatiana Shpeisman Aspect-Oriented Programming of Sparse Matrix Code. 249-256 1997 conf/iscope/1997 ISCOPE db/conf/iscope/iscope1997.html#IrwinLGKLMS97 https://doi.org/10.1007/3-540-63827-X_68

Wayne Kelly William W. Pugh Evan Rosser Tatiana Shpeisman Transitive Closure of Infinite Graphs and its Applications. 579-598 1996 24 Int. J. Parallel Program. 6 db/journals/ijpp/ijpp24.html#KellyPRS96 https://doi.org/10.1007/bf03356760

William W. Pugh Evan Rosser Tatiana Shpeisman Exploiting Monotone Convergence Functions in Parallel Programs. 75-85 1996 conf/lcpc/1996 LCPC db/conf/lcpc/lcpc1996.html#PughRS96 https://doi.org/10.1007/BFb0017246 Wayne Kelly William W. Pugh Evan Rosser Tatiana Shpeisman Transitive Closure of Infinite Graphs and Its Applications. 126-140 1995 conf/lcpc/1995 LCPC db/conf/lcpc/lcpc1995.html#KellyPRS95 https://doi.org/10.1007/BFb0014196 Ali-Reza Adl-Tabatabai Sarita V. Adve Vikram S. Adve Mehdi Amini Todd A. Anderson 0001 Steven Balensiefer Rajkishore Barik Aart J. C. Bik Robert L. Bocchino Jr. Uday Bondhugula Irina Calciu Doug Carmean Yuan Chen 0001 Albert Cohen 0001 Andy Davis Yaoyao Ding Jesse Fang Naila Farooqui Armando Fox Robert Geva Anwar M. Ghuloum John R. Gilbert Neal Glew Justin Emile GottschlichJustin Gottschlich Dan Grossman Sebastian Hack Wajih Ul Hassan Greg Henry Stephan Herhut Maurice Herlihy Stephen Heumann Nima Honarmand Antony L. Hosking Chunling Hu Yang Hu Richard L. Hudson John Irwin Suresh Jagannathan Rashid Kaleem Wayne Kelly Gregor Kiczales Fredrik Kjolstad Penporn Koanantakool Lindsey Kuper John Lamping Chris Lattner Jae W. Lee Victor W. Lee Brian T. Lewis Hai Liu 0012 Jean-Marc Loingtier Geoff Lowney Guei-Yuan Lueh Deepak Majeti Chick Markley Andrew McCreight Phil McGachey Anurag Mendhekar Vijay Menon 0002 Katherine F. Moore J. Eliot B. Moss Brian R. Murphy Ravi Narayanaswamy Yang Ni Gennady Pekhimenko Leaf Petersen Paul Petersen Jacques A. Pienaar Keshav Pingali Gilles Pokam William W. Pugh Mohan Rajagopalan River Riddle Anwar Rohillah Hongbo Rong Evan Rosser Indrajit Roy 0001 Bratin Saha Florian T. Schneider Karsten Schwan Eric Sprangle Jaswanth Sreeram Bolin Sun Vanish Talwar Xinmin Tian Ehsan Totoni Leonard Truong Nicolas Vasilache Jan Vitek Haris Volos 0001 Adam Welc Youfeng Wu Xiao Zhang Bixia Zheng Lukasz Ziarek Oleksandr Zinenko