Author

Oleksii Furman

Observed name: Furman, Oleksii

Institution: Wrocław University of Science and Technology

Observed institution: Wrocław University of Science and Technology

ORCID: 0009-0001-2184-3096

Observed ORCID: 0009-0001-2184-3096

OpenAlex ID: A5038826634

Probabilistically Plausible Counterfactual Explanations with Normalizing Flows

2024 · Patryk Wielopolski, Oleksii Furman, et al. · Frontiers in artificial intelligence and applications · 9

Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels

2026 · Oleksii Furman, Patryk Wielopolski, et al. · International Joint Conference on Artificial Intelligence · 8

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Are Foundation Models Useful for Bankruptcy Prediction?

2025 · Kostrzewa, Marcin, Furman, Oleksii, et al. · arXiv (Cornell University) · 5

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NodeFlow: Towards End-to-End Flexible Probabilistic Regression on Tabular Data

2024 · Patryk Wielopolski, Oleksii Furman, et al. · Entropy · 4

OBSR: Open Benchmark for Spatial Representations

2025 · Julia Moska, Oleksii Furman, et al. · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 3

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DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control

2025 · Oleksii Furman, Ulvi Movsum-zada, et al. · neural information processing systems · 3

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HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data

2026 · Patryk Marszałek, Kamil Książek, et al. · Neurocomputing · 2

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CounterFlowNet: From Minimal Changes to Meaningful Counterfactual Explanations

2026 · Furman, Oleksii, Marszałek, Patryk, et al. · arXiv (Cornell University) · 1

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Extending PPCEF: probabilistically plausible counterfactual explanations for regression and heterogeneous tabular data

2026 · Oleksii Furman, Ł.ukasz Lenkiewicz, et al. · Data Mining and Knowledge Discovery

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CyFM: Cylindrical Optimal Transport for Few-Step Complex-Valued Flow Matching

2026 · Musiałek, Marcel, Wolanin, Iga, et al. · arXiv (Cornell University)

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CEL: Comprehensive Counterfactual Explanations Library and Benchmark

2026 · Furman, Oleksii, Lenkiewicz, Łukasz, et al. · arXiv (Cornell University)

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V4FinBench: Benchmarking Tabular Foundation Models, LLMs, and Standard Methods on Corporate Bankruptcy Prediction

2026 · Kostrzewa, Marcin, Tomczak, Sebastian, et al. · arXiv (Cornell University)

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Code and data of CEL: Counterfactual Explanations Library

2026 · Wielopolski, Patryk, Furman, Oleksii, et al. · Zenodo (CERN European Organization for Nuclear Research)

Plausible Visual Counterfactual Explanations in Latent Space with Normalizing Flows

2026 · Łukasz Lenkiewicz, Marcel Musiałek, et al. · Lecture notes in computer science

Works count: 14

Citation count: 35

H-index: 4

I10-index: