Nikolenko, Sergey

1. Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
   2018/11/29 by Polykovskiy, Daniil, Zhebrak, Alexander, Sanchez-Lengeling, Benjamin +13 · 42 citations
   #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts
   2023/06/07 by Eduard Tulchinskii, Kristian Kuznetsov, Tulchinskii, Eduard +13 · 19 citations
   Computer Science · Social Sciences · #68T50 #Algebraic Topology (math.AT) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. AI-generated text boundary detection with RoFT
   2023/11/14 by Laida Kushnareva, Tatiana Gaintseva, Kushnareva, Laida +15 · 7 citations
   Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Robust AI-Generated Text Detection by Restricted Embeddings
   2024/10/10 by Kristian Kuznetsov, Eduard Tulchinskii, Kuznetsov, Kristian +11 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Theory (cs.IT) #Natural Language Processing Techniques #Text and Document Classification Technologies
5. DetIE: Multilingual Open Information Extraction Inspired by Object Detection
   2022/06/24 by Michael Vasilkovsky, Vasilkovsky, Michael, Anton Alekseev +15 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
6. ∇²DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials
   2024/06/20 by Kuzma Khrabrov, Anton Ber, Khrabrov, Kuzma +23 · 3 citations
   Chemistry · Computer Science · #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Various Chemistry Research Topics
7. Free-Lunch Saliency via Attention in Atari Agents
   2019/08/07 by Nikulin, Dmitry, Ianina, Anastasia, Aliev, Vladimir +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. High-Resolution Daytime Translation Without Domain Labels
   2020/03/19 by Anokhin, Ivan, Solovev, Pavel, Korzhenkov, Denis +6 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
9. Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option
   2024/10/15 by Yakovlev, Konstantin, Nikolenko, Sergey, Bout, Andrey · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. STIR: Siamese Transformer for Image Retrieval Postprocessing
    2023/04/26 by Aleksei Shabanov, Shabanov, Aleksei, Алексей Тарасов +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #H.3.3 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications
11. Improving Interpretability and Robustness for the Detection of AI-Generated Images
    2024/06/21 by Tatiana Gaintseva, Gaintseva, Tatiana, Laida Kushnareva +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
12. Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising
    2025/04/22 by Qi Yang, Yang, Qi, Marlo Ongpin +7 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Neural and Evolutionary Computing (cs.NE) #Sentiment Analysis and Opinion Mining