Boian S. Alexandrov

1. Nonnegative/Binary matrix factorization with a D-Wave quantum annealer
   2017/04/05 by Daniel O'Malley, Daniel O’Malley, Velimir V. Vesselinov +2 · 1 voice · 8 citations
   Computer Science · Engineering · Mathematics · #Neural Networks and Reservoir Computing #Optical Network Technologies #Quantum Computing Algorithms and Architecture #cs.LG #quant-ph #stat.ML
2. Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization
   2024/10/03 by Ryan Barron, Ves Grantcharov, Barron, Ryan C. +19 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Software Engineering (cs.SE) #Topic Modeling
3. Tensor-Train WENO Scheme for Compressible Flows
   2024/05/20 by M. Engin Danis, Danis, Mustafa Engin, Duc P. Truong +9 · 5 citations
   Engineering · #Lattice Boltzmann Simulation Studies
4. Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs
   2024/08/02 by Afia Anjum, Maksim E. Eren, Anjum, Afia +7 · 6 citations
   Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Tensor decomposition and applications
5. LoRID: Low-Rank Iterative Diffusion for Adversarial Purification
   2024/09/12 by Geigh Zollicoffer, Zollicoffer, Geigh, Minh Nhat Vu +9 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Image Processing Techniques #Anomaly Detection Techniques and Applications
6. Tensor Network Space-Time Spectral Collocation Method for Solving the Nonlinear Convection Diffusion Equation
   2024/06/04 by Dibyendu Adak, M. Engin Danis, Adak, Dibyendu +7 · 4 citations
   Engineering · #15A23 #15A69 #65N12 #65N25 #FOS: Mathematics #Lattice Boltzmann Simulation Studies #Numerical Analysis (math.NA)
7. Tensor Network Space-Time Spectral Collocation Method for Time Dependent Convection-Diffusion-Reaction Equations
   2024/02/28 by Dibyendu Adak, Adak, Dibyendu, Duc P. Truong +7 · 3 citations
   Engineering · Mathematics · #15A69 #35Q79 #65M70 #Differential Equations and Numerical Methods #FOS: Mathematics #Lattice Boltzmann Simulation Studies #Numerical Analysis (math.NA)
8. Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization
   2025/02/27 by Ryan Barron, Barron, Ryan C., Maksim E. Eren +7 · 5 citations
   Social Sciences · Computer Science · #Artificial Intelligence in Law #Multi-Agent Systems and Negotiation #Law, AI, and Intellectual Property
9. Tensor Networks for Solving Realistic Time-independent Boltzmann Neutron Transport Equation
   2023/09/06 by Duc P. Truong, Mario Ortega, Truong, Duc P. +9 · 2 citations
   Mathematics · Physics and Astronomy · #65 #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Quantum, superfluid, helium dynamics #Tensor decomposition and applications
10. HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning
    2024/12/05 by Manish Bhattarai, Bhattarai, Manish, Ryan Barron +19 · 3 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
11. Topological Signatures of Adversaries in Multimodal Alignments
    2025/01/29 by Minh Nhat Vu, Geigh Zollicoffer, Vu, Minh +9 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Literature, Language, and Rhetoric Studies #Machine Learning (cs.LG)
12. Interactive Distillation of Large Single-Topic Corpora of Scientific Papers
    2023/09/19 by Nicholas Solovyev, Ryan Barron, Solovyev, Nicholas +9 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Scientific Computing and Data Management #Topic Modeling