Boian S. Alexandrov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
16
Venues
7
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
16 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | LoRID: Low-Rank Iterative Diffusion for Adversarial Purification. | Geigh Zollicoffer, Minh N. Vu, Ben Nebgen, Juan Castorena, Boian S. Alexandrov, Manish Bhattarai |
| 2025 | DocEng | Topic Modeling and Link-Prediction for Material Property Discovery. | Ryan C. Barron, Maksim Ekin Eren, Valentin G. Stanev, Cynthia Matuszek, Boian S. Alexandrov |
| 2025 | ICAIL | Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix Factorization. | Ryan Calvin Barron, Maksim Ekin Eren, Olga M. Serafimova, Cynthia Matuszek, Boian S. Alexandrov |
| 2025 | ICDM | LaFA: Latent Feature Attacks on Non-Negative Matrix Factorization. | Minh Nhat Vu, Ben Nebgen, Erik Skau, Geigh Zollicoffer, Juan Castorena, Kim . Rasmussen, Boian S. Alexandrov, Manish Bhattarai |
| 2025 | ICML | Topological Signatures of Adversaries in Multimodal Alignments. | Minh Nhat Vu, Geigh Zollicoffer, Huy Quang Mai, Ben Nebgen, Boian S. Alexandrov, Manish Bhattarai |
| 2024 | DocEng | TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs. | Selma Wanna, Nicholas Solovyev, Ryan Barron, Maksim Ekin Eren, Manish Bhattarai, Kim . Rasmussen, Boian S. Alexandrov |
| 2024 | ICMLA | Tensor Train Low-rank Approximation (TT-LoRA): Democratizing AI with Accelerated LLMs. | Afia Anjum, Maksim Ekin Eren, Ismael Boureima, Boian S. Alexandrov, Manish Bhattarai |
| 2024 | ICMLA | Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization. | Ryan Barron, Ves Grantcharov, Selma Wanna, Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev, George Tompkins, Charles Nicholas, Kim . Rasmussen, Cynthia Matuszek, Boian S. Alexandrov |
| 2023 | ICMLA | Robust Adversarial Defense by Tensor Factorization. | Manish Bhattarai, Mehmet Cagri Kaymak, Ryan Barron, Ben Nebgen, Kim . Rasmussen, Boian S. Alexandrov |
| 2023 | ICMLA | Interactive Distillation of Large Single-Topic Corpora of Scientific Papers. | Nicholas Solovyev, Ryan Barron, Manish Bhattarai, Maksim Ekin Eren, Kim . Rasmussen, Boian S. Alexandrov |
| 2023 | ISI | MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware. | Maksim Ekin Eren, Manish Bhattarai, Kim . Rasmussen, Boian S. Alexandrov, Charles Nicholas |
| 2022 | DocEng | SeNMFk-SPLIT: large corpora topic modeling by semantic non-negative matrix factorization with automatic model selection. | Maksim Ekin Eren, Nick Solovyev, Manish Bhattarai, Kim . Rasmussen, Charles Nicholas, Boian S. Alexandrov |
| 2022 | ICMLA | One-Shot Federated Group Collaborative Filtering. | Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev, Luke E. Richards, Roberto Yus, Charles Nicholas, Boian S. Alexandrov |
| 2021 | DocEng | COVID-19 multidimensional kaggle literature organization. | Maksim Ekin Eren, Nick Solovyev, Chris Hamer, Renee McDonald, Boian S. Alexandrov, Charles Nicholas |
| 2020 | ICMLA | Semantic Nonnegative Matrix Factorization with Automatic Model Determination for Topic Modeling. | Raviteja Vangara, Erik Skau, Gopinath Chennupati, Hristo N. Djidjev, Thomas Tierney, James P. Smith, Manish Bhattarai, Valentin G. Stanev, Boian S. Alexandrov |
| 2020 | ISI | Multi-Dimensional Anomalous Entity Detection via Poisson Tensor Factorization. | Maksim Ekin Eren, Juston S. Moore, Boian S. Alexandrov |