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SIAM Conference on Applied and Computational Discrete Algorithms (ACDA25)
Montréal, Québec, Canada, July 30-August 1, 2025
https://www.siam.org/conferences-events/siam-conferences/acda25/
*** Extended deadlines: ***
Short abstract and paper/talk registration: Feb. 10, 2025
Final paper/ extended abstract submission: Feb. 17, 2025
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ACDA25 brings together researchers who design and study combinatorial and graph algorithms motivated by applications. ACDA25 is organized by SIAM under the auspices of its Activity Group on Applied and Computational Discrete Algorithms. ACDA25 includes in its scope all topics where models and algorithms from discrete mathematics are applied to solve problems in computer science, scientific computing, data science, physical sciences, life sciences, engineering, social and information sciences, etc. ACDA25 invites papers on the formulation of combinatorial problems from applications; theoretical analyses; design of algorithms; computational evaluation of the algorithms; and deployment of the resulting software to enable applications.
The ACDA25 conference will include refereed proceedings as well as talks without proceedings papers (in the conventional SIAM style of conferences), posters, tutorials, invited talks, and industry sessions. Awards will be given for best paper, best poster, and best student presentation.
TOPICS OF INTEREST include but are not limited to discrete or combinatorial problems and algorithms arising in:
- Algorithm engineering
- Algorithmic differentiation (AD)
- Combinatorial optimization and mathematical programming, including scheduling and resource allocation problems
- Combinatorial scientific computing (CSC) including models, algorithms, applications, numerical methods, and problems arising in data analysis
- Computational biology and bioinformatics
- Data management and data science
- Design and analysis of application-inspired exact, approximation, randomized, streaming, and learning-augmented algorithms
- Graph and hypergraph algorithms, including problems arising in network science and complex networks
- Interaction between algorithms and modern computing platforms, including challenges arising from memory hierarchies, accelerators, and novel memory technologies
- Machine learning and statistical methods for solving combinatorial problems
- Numerical linear algebra, including sparse matrix computations and randomized approaches
- Parallel and distributed computing, including algorithms, architectures, distributed systems, and all parallelism ranging from instruction-level and multi-core all the way to clouds and Exascale computing
- Other applications arising from security, computational finance, computational chemistry/physics, quantum computing, etc.
For details on how to submit, see the webpage of the conference at https://www.siam.org/conferences-events/siam-conferences/acda25/
IMPORTANT DATES:
- Abstracts and submission registration (proceeding papers and extended abstracts): Feburary 10, 2025
- Archival proceeding papers and non-archival extended abstracts: February 17, 2025
- Author notifications for archival proceeding papers and non-archival extended abstracts: March 24, 2025
- Submissions of posters: March 31, 2025
- Notification of poster submissions: April 14, 2025
- Camera ready submissions: April 22, 2025
- Conference: July 30-August 1, 2025
ORGANIZING COMMITTEE CO-CHAIRS:
Martin Farach-Colton - New York University, U.S.
Bora Ucar - ENS-Lyon, France
PROGRAM COMMITTEE CO-CHAIRS:
Alex Conway - Cornell University, U.S.
Alex Pothen - Purdue University, U.S.
PROGRAM COMMITTEE:
Haim Avron - Tel Aviv University, Israel
Ariful Azad - Texas A&M, U.S.
Rob Bisseling - Utrecht University, Netherlands
Martin Buecker - University of Jena, Germany
David Coudert - INRIA, France
Laxman Dhulipala - University of Maryland, U.S.
S M Ferdous - Pacific Northwest National Lab, U.S.
Inge Li Gørtz - Technical University, Denmark
Oded Green - NVIDIA Corporation, U.S.
Rajesh Jayaram - Google Research, U.S.
Kamer Kaya - Sabanci University, Turkey
Johannes Langguth - Simula Corporation, Norway
Zsuzsanna Lipták - University of Verona, Italy
Kamesh Madduri - Penn State University, U.S.
Samuel McCauley - Williams College, U.S
Henning Meyerhenke - Humboldt University, Germany
Sri Hari Krishna Narayanan - Argonne National Lab, U.S.
Uwe Naumann - RWTH Aachen University, Germany
Stefan Neumann - KTH, Sweden
Prashant Pandey - Northeastern University, U.S.
Cynthia Phillips - Sandia National Lab, U.S.
Simon Puglisi - University of Helsinki, Finland
Olaf Schenk - Università della Svizzera Italiana, Switzerland
Christiane Schmidt - Linkoping University, Sweden
Christian Schulz - Heidelberg University, U.S.
Gregory Schwartzman - Japan Advanced Institute of Science and Technology, Japan
Maria Serna - UPC Barcelona, Spain
George Slota - Rensselaer Polytechnic Institute, U.S.
Yihan Sun - University of California, Riverside, U.S.
David Tench - Lawrence Berkeley Lab, U.S.
Sharma Thankachen - North Carolina State University, U.S.
Sivan Toledo - Tel Aviv University, Israel
Miroslav Tuma - Charles University, Czechia
Ali Vakilian - Toyota Technological Institute at Chicago, U.S.
Nate Veldt - Texas A&M, U.S.
Anil Vullikanti - University of Virginia, U.S.
ORGANIZING COMMITTEE:
Maria Blesa - Universitat Politecnica de Catalunya, Spain
Erik Boman - Sandia National Labs, U.S.
John Gilbert - University of California Santa Barbara, U.S.
Kathrin Hanauer - University of Vienna, Austria
Illya Hicks - Rice University, U.S.
Vahab Mirrokni - Google, U.S.
Sabine Storandt - University of Konstanz, Germany
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