Ilya Safro
- Recent Advances in Graph Partitioning
2013/11/13 by Aydın Buluç, Buluc, Aydin, Henning Meyerhenke +7 · 12 citations
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Advanced Graph Theory Research #Digital Image Processing Techniques
- A Survey of Quantum Computing for Finance
2022/01/08 by Dylan Herman, Cody Googin, Herman, Dylan +13 · 9 citations
Computer Science · Decision Sciences · #Quantum Computing Algorithms and Architecture #Stock Market Forecasting Methods #Computational Physics and Python Applications
- Advanced Coarsening Schemes for Graph Partitioning
2012/01/31 by Ilya Safro, Safro, Ilya, Peter Sanders +3 · 3 citations
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Advanced Graph Theory Research #Interconnection Networks and Systems
- BEINIT: Avoiding Barren Plateaus in Variational Quantum Algorithms
2022/04/28 by Ankit Kulshrestha, Kulshrestha, Ankit, Ilya Safro +1 · 3 citations
Computer Science · #Neural Networks and Reservoir Computing #Neural Networks and Applications #Quantum Computing Algorithms and Architecture
- MOLIERE: Automatic Biomedical Hypothesis Generation System
2017/02/20 by Justin Sybrandt, Michael Shtutman, Sybrandt, Justin +3 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Digital Libraries (cs.DL) #FOS: Biological sciences #FOS: Computer and information sciences #H.2.8 #H.3 #I.5.4 #Information Retrieval (cs.IR) #J.3 #Natural Language Processing Techniques #Other Statistics (stat.OT) #Quantitative Methods (q-bio.QM) #Social and Information Networks (cs.SI) #Topic Modeling
- Similarity-Based Parameter Transferability in the Quantum Approximate Optimization Algorithm
2023/07/11 by Alexey Galda, Eesh Gupta, Galda, Alexey +11 · 3 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Equivariant QAOA and the Duel of the Mixers
2024/05/12 by Boris Tsvelikhovskiy, Ilya Safro, Tsvelikhovskiy, Boris +3 · 3 citations
Chemical Engineering · #Catalysis and Oxidation Reactions #FOS: Physical sciences #Quantum Physics (quant-ph)
- QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits
2024/08/23 by Ankit Kulshrestha, Kulshrestha, Ankit, Xiaoyuan Liu +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- QAOA-GPT: Efficient Generation of Adaptive and Regular Quantum Approximate Optimization Algorithm Circuits
2025/04/23 by Ilya Tyagin, Tyagin, Ilya, Marwa Farag +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Efficient Compilation for Shuttling Trapped-Ion Machines via the Position Graph Architectural Abstraction
2025/01/21 by Bao Gia Bach, Bao Bach, Ilya Safro +4 · 2 citations
Engineering · Biochemistry, Genetics and Molecular Biology · #Advanced Memory and Neural Computing #Advanced biosensing and bioanalysis techniques #DNA and Biological Computing
- Accelerating COVID-19 research with graph mining and transformer-based learning
2021/02/10 by Ilya Tyagin, Ankit Kulshrestha, Tyagin, Ilya +9 · 1 citation
Social Sciences · #Misinformation and Its Impacts
- QAOA Parameter Transferability for Maximum Independent Set using Graph Attention Networks
2025/04/29 by Hanjing Xu, Xu, Hanjing, Xiaoyuan Liu +5 · 2 citations
Computer Science · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Complexity and Algorithms in Graphs