Erik Derner - Publications, H-index & Citations

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Erik Derner

ellis

10H-index

27Paper Count

251Citation Count

Published Papers 8

Publication Date

Large reasoning models are autonomous jailbreak agents

Nature Communications

IF15.7

2026-02-05

OAAI

Thilo Hagendorff; Erik Derner; Nuria Oliver

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A Security Risk Taxonomy for Prompt-Based Interaction With Large Language Models

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Derner, Erik; Batistic, Kristina; Zahalka, Jan; Babuska, Robert

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SymFormer: End-to-End Symbolic Regression Using Transformer-Based Architecture

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Vastl, Martin; Kulhanek, Jonas; Kubalik, Jiri; Derner, Erik; Babuska, Robert

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Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Kubalik, Jiri; Derner, Erik; Babuska, Robert

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Multi-objective symbolic regression for physics-aware dynamic modeling

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2021-11-01

OAAI

Kubalik, Jiri; Derner, Erik; Babuska, Robert

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Symbolic Regression Methods for Reinforcement Learning

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Kubalik, Jiri; Derner, Erik; Zegklitz, Jan; Babuska, Robert

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Selecting Informative Data Samples for Model Learning Through Symbolic Regression

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Derner, Erik; Kubalik, Jiri; Babuska, Robert

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Constructing parsimonious analytic models for dynamic systems via symbolic regression

APPLIED SOFT COMPUTING

IF6.6

2020-09-01

OAAI

Derner, Erik; Kubalik, Jiri; Ancona, Nicola; Babuska, Robert

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Research Directions