- Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Indradeep Ghosh, Ilya Safro "Partitioning Dense Graphs with Hardware Accelerators", International Conference on Computational Science (ICCS), 2022, preprint at https://arxiv.org/pdf/2202.09420.pdf
- Ankit Kulshrestha, Ilya Safro "BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms", IEEE Quantum Computing and Engineering (QCE), 2022, preprint at https://arxiv.org/abs/2204.13751
- Xiaoyuan Liu, Ruslan Shaydulin, Ilya Safro "Quantum Approximate Optimization Algorithm with Sparsified Phase Operator", IEEE Quantum Computing and Engineering (QCE), 2022, preprint at https://arxiv.org/abs/2205.00118
- Xiaoyuan Liu, Hayato Ushijima-Mwesigwa, Avradip Mandal, Sarvagya Upadhyay, Ilya Safro, Arnab Roy "Leveraging Special-Purpose Hardware for Local Search Heuristics", Computational Optimization and Applications, 2022, preprint at https://arxiv.org/pdf/1911.09810.pdf
We solve algorithmic, modeling and computational problems in AI, machine learning, quantum computing, network science, graphs, combinatorial scientific computing and more.
Showing posts with label conferences. Show all posts
Showing posts with label conferences. Show all posts
Thursday, July 14, 2022
Recently accepted papers in optimization and quantum and quantum inspired computing.
Monday, August 30, 2021
Tutorial on the quantum approximate optimization algorithm, its applications and simulation
We recorded this tutorial for IEEE International Conference on Quantum Computing and Engineering (QCE) 2020. This tutorial consists of four parts:
- QAOA theory and quantum computing basics
- Hands on example of QAOA and MaxCut
- Introduction to problem decomposition and solving large-scale problems with QAOA
- Tensor networks and simulation of QAOA with classical computers
Monday, January 28, 2019
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Quantum Computing Quantum computers are expected to accelerate scientific discovery spanning many different areas such as medicine, AI, ...
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Quantum Computing Quantum computers are expected to accelerate scientific discovery spanning many different areas such as medicine, AI, ...
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We are excited to announce that our paper received the best student paper award at #IEEE High Performance Extreme Computing #HPEC2022! Leadi...
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We're pleased to share that our group has expanded with the addition of two PhD students. Bao Bach, joining from the Quantum Science an...