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ORCIDHayato Ushijima-Mwesigwa
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2020 – today
- 2024
[i16]Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Bao Bach, Ilya Safro:
QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits. CoRR abs/2408.13352 (2024)- 2023
- [c12]Hanjing Xu, Hayato Ushijima-Mwesigwa:
Clustering Vehicle Routing Problems on Specialized Hardware. ICRC 2023: 1-5 - [c11]Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Ilya Safro:
Learning to Optimize Quantum Neural Networks Without Gradients. QCE 2023: 263-271 - [c10]Hayato Ushijima-Mwesigwa
, Xiaoyuan Liu:
An Ising-based Model for Qubit Mapping. SC Workshops 2023: 1492-1498 - [i15]Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Ilya Safro:
Learning To Optimize Quantum Neural Network Without Gradients. CoRR abs/2304.07442 (2023) - 2022
- [j5]Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal, Sarvagya Upadhyay, Ilya Safro, Arnab Roy:
Leveraging special-purpose hardware for local search heuristics. Comput. Optim. Appl. 82(1): 1-29 (2022) - [c9]Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro:
Partitioning Dense Graphs with Hardware Accelerators. ICCS (3) 2022: 476-483 - [c8]Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro:
Towards Practical Explainability with Cluster Descriptors. ICDM (Workshops) 2022: 1-10 - [c7]Hanjing Xu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh:
Scaling Vehicle Routing Problem Solvers with QUBO-based Specialized Hardware. SEC 2022: 381-386 - [i14]Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro:
Partitioning Dense Graphs with Hardware Accelerators. CoRR abs/2202.09420 (2022) - [i13]Xiaoyuan Liu, Ilya Tyagin, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro:
Towards Practical Explainability with Cluster Descriptors. CoRR abs/2210.10662 (2022) - 2021
- [c6]Eldan Cohen, Hayato Ushijima-Mwesigwa, Avradip Mandal, Arnab Roy:
Unified Clustering and Outlier Detection on Specialized Hardware. ICASSP 2021: 3770-3774 - [c5]Akshat A. Jha, Eliana L. Stoyanoff, Guga Khundzakishvili, Paul Kairys, Hayato Ushijima-Mwesigwa, Arnab Banerjee:
Digital Annealing Route to Complex Magnetic Phase Discovery. ICRC 2021: 119-123 - [c4]Pouya Rezazadeh Kalehbasti, Hayato Ushijima-Mwesigwa, Avradip Mandal, Indradeep Ghosh:
Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware. IDA 2021: 350-361 - 2020
- [c3]Avradip Mandal, Arnab Roy, Sarvagya Upadhyay, Hayato Ushijima-Mwesigwa:
Compressed quadratization of higher order binary optimization problems. CF 2020: 126-131 - [c2]Avradip Mandal, Arnab Roy, Sarvagya Upadhyay, Hayato Ushijima-Mwesigwa:
Compressed Quadratization of Higher Order Binary Optimization Problems. DCC 2020: 383 - [c1]Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy:
Ising-Based Consensus Clustering on Specialized Hardware. IDA 2020: 106-118 - [i12]Avradip Mandal, Arnab Roy, Sarvagya Upadhyay, Hayato Ushijima-Mwesigwa:
Compressed Quadratization of Higher Order Binary Optimization Problems. CoRR abs/2001.00658 (2020) - [i11]Eldan Cohen, Avradip Mandal, Hayato Ushijima-Mwesigwa, Arnab Roy:
Ising-based Consensus Clustering on Specialized Hardware. CoRR abs/2003.01887 (2020) - [i10]Osman Asif Malik, Hayato Ushijima-Mwesigwa, Arnab Roy, Avradip Mandal, Indradeep Ghosh:
Binary Matrix Factorization on Special Purpose Hardware. CoRR abs/2010.08693 (2020) - [i9]Pouya Rezazadeh Kalehbasti, Hayato Ushijima-Mwesigwa, Avradip Mandal, Indradeep Ghosh:
Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware. CoRR abs/2012.11391 (2020)
2010 – 2019
- 2019
- [j4]Zadid Khan, Sakib Mahmud Khan, Mashrur Chowdhury, Ilya Safro, Hayato Ushijima-Mwesigwa:
Wireless charging utility maximization and intersection control delay minimization framework for electric vehicles. Comput. Aided Civ. Infrastructure Eng. 34(7): 547-568 (2019) - [j3]Ruslan Shaydulin, Hayato Ushijima-Mwesigwa, Christian F. A. Negre, Ilya Safro, Susan M. Mniszewski, Yuri Alexeev:
A Hybrid Approach for Solving Optimization Problems on Small Quantum Computers. Computer 52(6): 18-26 (2019) - [j2]Hayato Ushijima-Mwesigwa, Zadid Khan, Mashrur A. Chowdhury, Ilya Safro:
Centralities for networks with consumable resources. Netw. Sci. 7(3): 376-401 (2019) - [i8]Christian F. A. Negre, Hayato Ushijima-Mwesigwa, Susan M. Mniszewski:
Detecting Multiple Communities Using Quantum Annealing on the D-Wave System. CoRR abs/1901.09756 (2019) - [i7]Hayato Ushijima-Mwesigwa, Jeffrey D. Hyman, Aric A. Hagberg, Ilya Safro, Satish Karra, Carl W. Gable, Gowri Srinivasan:
Multilevel Graph Partitioning for Three-Dimensional Discrete Fracture Network Flow Simulations. CoRR abs/1902.08029 (2019) - [i6]Hayato Ushijima-Mwesigwa, Zadid Khan, Mashrur A. Chowdhury, Ilya Safro:
Centralities for Networks with Consumable Resources. CoRR abs/1903.00642 (2019) - [i5]Hayato Ushijima-Mwesigwa, Ruslan Shaydulin, Christian F. A. Negre, Susan M. Mniszewski, Yuri Alexeev, Ilya Safro:
Multilevel Combinatorial Optimization Across Quantum Architectures. CoRR abs/1910.09985 (2019) - [i4]Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal, Sarvagya Upadhyay, Ilya Safro, Arnab Roy:
On Modeling Local Search with Special-Purpose Combinatorial Optimization Hardware. CoRR abs/1911.09810 (2019) - 2018
- [i3]Ruslan Shaydulin, Hayato Ushijima-Mwesigwa, Ilya Safro, Susan M. Mniszewski, Yuri Alexeev:
Community Detection Across Emerging Quantum Architectures. CoRR abs/1810.07765 (2018) - 2017
- [i2]Hayato Ushijima-Mwesigwa, Christian F. A. Negre, Susan M. Mniszewski:
Graph Partitioning using Quantum Annealing on the D-Wave System. CoRR abs/1705.03082 (2017) - [i1]M. D. Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan, Ilya Safro, Hayato Ushijima-Mwesigwa:
Utility Maximization Framework for Opportunistic Wireless Electric Vehicle Charging. CoRR abs/1708.07526 (2017) - 2016
- [j1]Neil J. Calkin, Beth Novick, Hayato Ushijima-Mwesigwa:
What Moser Could Have Asked: Counting Hamilton Cycles in Tournaments. Am. Math. Mon. 123(4): 382-386 (2016)
Coauthor Index
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