Andrei Kucharavy

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Entity Extraction

Language Modeling Framework

Protein Structure Alignment

Evolutionary Search

Top Venues

GECCO Companion

Publications

Andrei Kucharavy, Rachid Guerraoui, Ljiljana Dolamic
Evolutionary Algorithms in the Light of SGD: Limit Equivalence, Minima Flatness, and Transfer Learning. CoRR (2023)
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 (2023)
Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature. CoRR (2023)
Maxime Würsch, Andrei Kucharavy, Dimitri Percia David, Alain Mermoud
LLM-Based Entity Extraction Is Not for Cybersecurity. EEKE/AII@JCDL (2023)
Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. GECCO Companion (2023)
Andrei Kucharavy, Matteo Monti, Rachid Guerraoui, Ljiljana Dolamic
Byzantine-Resilient Learning Beyond Gradients: Distributing Evolutionary Search. CoRR (2023)
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 (2023)
Cyril Vallez, Andrei Kucharavy, Ljiljana Dolamic
Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scale. CoRR (2022)
Kevin Blin, Andrei Kucharavy
Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? RANLP (2021)
Kevin Blin, Andrei Kucharavy
Can the Transformer Be Used as a Drop-in Replacement for RNNs in Text-Generating GANs? CoRR (2021)
Andrei Kucharavy, El Mahdi El Mhamdi, Rachid Guerraoui
Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training. CoRR (2020)
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) (2017)