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ORCIDAndrei Kucharavy
Person information
- affiliation: EPFL, Distributed Computing Laboratory, Lausanne, Switzerland
- affiliation: Johns Hopkins University, Department of Cell Biology, Baltimore, MD, USA
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2020 – today
- 2023
[c3]Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud:
LLM-Based Entity Extraction Is Not for Cybersecurity. EEKE/AII@JCDL 2023: 26-32- [c2]Andrei Kucharavy
, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic:
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. GECCO Companion 2023: 295-298 - [i8]Andrei Kucharavy, Zachary Schillaci, Loïc Maréchal, Maxime Würsch, Ljiljana Dolamic, Remi Sabonnadiere, Dimitri Percia David, Alain Mermoud, Vincent Lenders:
Fundamentals of Generative Large Language Models and Perspectives in Cyber-Defense. CoRR abs/2303.12132 (2023) - [i7]Da Silva Gameiro Henrique, Andrei Kucharavy, Rachid Guerraoui:
Stochastic Parrots Looking for Stochastic Parrots: LLMs are Easy to Fine-Tune and Hard to Detect with other LLMs. CoRR abs/2304.08968 (2023) - [i6]Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic:
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. CoRR abs/2304.13540 (2023) - [i5]Andrei Kucharavy, Rachid Guerraoui, Ljiljana Dolamic:
Evolutionary Algorithms in the Light of SGD: Limit Equivalence, Minima Flatness, and Transfer Learning. CoRR abs/2306.09991 (2023) - [i4]Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud:
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature. CoRR abs/2312.07110 (2023) - 2022
- [i3]Cyril Vallez, Andrei Kucharavy, Ljiljana Dolamic:
Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scale. CoRR abs/2206.00282 (2022) - 2021
- [c1]Kevin Blin, Andrei Kucharavy:
Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? RANLP 2021: 173-181 - [i2]Kevin Blin, Andrei Kucharavy:
Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? CoRR abs/2108.12275 (2021) - 2020
- [i1]Andrei Kucharavy, El Mahdi El Mhamdi, Rachid Guerraoui:
Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training. CoRR abs/2006.04720 (2020)
2010 – 2019
- 2017
- [j1]Linhao Ruan, Chuankai Zhou, Erli Jin, Andrei Kucharavy, Ying Zhang, Zhihui Wen, Laurence Florens, Rong Li:
Cytosolic proteostasis through importing of misfolded proteins into mitochondria. Nat. 543(7645): 443-446 (2017)
Coauthor Index
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