Andrey Ustyuzhanin

54 papers A* 1Journal 50Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AI Competitions and Benchmarks book - Practical issues and open problems. J. Data-centric Mach. Learn. Res. Andrey Ustyuzhanin, Harald Carlens
2025	J	`jnl`	AI4X Roadmap: Artificial Intelligence for the advancement of scientific pursuit and its future directions. CoRR Stephen G. Dale, Nikita Kazeev, Alastair J. A. Price, Victor Posligua, Stephan Roche, O. Anatole von Lilienfeld, Konstantin S. Novoselov, Xavier Bresson, Gianmarco Mengaldo, Xudong Chen, Terence J. O'Kane, Emily R. Lines, Matthew J. Allen, Amandine E. Debus, Clayton Miller, Jiayu Zhou, Hiroko H. Dodge, David Rousseau, Andrey Ustyuzhanin, Ziyun Yan, Mario Lanza, Fabio Sciarrino, Ryo Yoshida, Zhidong Leong, Teck Leong Tan, Qianxiao Li, Adil Kabylda, Igor Poltavsky, Alexandre Tkatchenko, Sherif Abdulkader Tawfik, Prathami Divakar Kamath, Théo Jaffrelot Inizan, Kristin A. Persson, Bryant Y. Li, Vir Karan, Chenru Duan, Haojun Jia, Qiyuan Zhao, Hiroyuki Hayashi, Atsuto Seko, Isao Tanaka, Omar M. Yaghi, Tim Gould, Bun Chan, Stefan Vuckovic, Tianbo Li, Min Lin, Zehcen Tang, Yang Li, Yong Xu, Amrita Joshi, Xiaonan Wang, Leonard W. T. Ng, Sergei V. Kalinin, Mahshid Ahmadi, Jiyizhe Zhang, Shuyuan Zhang, Alexei A. Lapkin, Ming Xiao, Zhe Wu, Kedar Hippalgaonkar, Limsoon Wong, Lorenzo Bastonero, Nicola Marzari, Dorye Luis Esteras Cordoba, Andrei Tomut, Alba Quinones Andrade, Jose-Hugo Garcia
2025	J	`jnl`	Artificial Intelligence in Science and Society: The Vision of USERN. IEEE Access Tommaso Dorigo, Gary D. Brown, Carlo Casonato, Artemi Cerdà, Joseph Ciarrochi, Mauro Da Lio, Nicole D'Souza, Nicolas R. Gauger, Steven C. Hayes, Stefan G. Hofmann, Robert Johansson, Marcus Liwicki, Fabien Lotte, Juan J. Nieto, Giulia Olivato, Peter Parnes, George Perry, Alice Plebe, Idupulapati M. Rao, Nima Rezaei, Fredrik Sandin, Andrey Ustyuzhanin, Giorgio Vallortigara, Pietro Vischia, Niloufar Yazdanpanah
2025	J	`jnl`	Symbolic regression for defect interactions in 2D materials. CoRR Mikhail Lazarev, Andrey Ustyuzhanin
2025	J	`jnl`	Wyckoff Transformer: Generation of Symmetric Crystals. CoRR Nikita Kazeev, Wei Nong, Ignat Romanov, Ruiming Zhu, Andrey Ustyuzhanin, Shuya Yamazaki, Kedar Hippalgaonkar
2024	J	`jnl`	Beyond dynamics: learning to discover conservation principles. Mach. Learn. Sci. Technol. Antonii Belyshev, Alexander Kovrigin, Andrey Ustyuzhanin
2024	—	`conf`	EAGLEEYE: Attention to Unveil Malicious Event Sequences From Provenance Graphs. eCrime Philipp Gysel, Candid Wüest, Kenneth Nwafor, Otakar Jasek, Andrey Ustyuzhanin, Dinil Mon Divakaran
2024	J	`jnl`	EagleEye: Attention to Unveil Malicious Event Sequences from Provenance Graphs. CoRR Philipp Gysel, Candid Wüest, Kenneth Nwafor, Otakar Jasek, Andrey Ustyuzhanin, Dinil Mon Divakaran
2024	J	`jnl`	Linguacodus: a synergistic framework for transformative code generation in machine learning pipelines. PeerJ Comput. Sci. Ekaterina Trofimova, Emil Sataev, Andrey Ustyuzhanin
2024	J	`jnl`	Predicting ionic conductivity in solids from the machine-learned potential energy landscape. CoRR Artem Maevskiy, Alexandra Carvalho, Emil Sataev, Volha Turchyna, Keian Noori, Aleksandr Rodin, A. H. Castro Neto, Andrey Ustyuzhanin
2024	J	`jnl`	Results and Perspectives from the First Two Years of Neutrino Physics at the LHC by the SND@LHC Experiment. Symmetry Duccio Abbaneo, Shakeel Ahmad, Raffaele Albanese, Andrey Alexandrov, Fabio Alicante, Konstantin Androsov, Anna Anokhina, Takashi Asada, Chayanit Asawatangtrakuldee, Marco A. Ayala Torres, Carlo Battilana, Aurelio Bay, Alcide Bertocco, Christopher Betancourt, Daniel Bick, Riddhi Biswas, Alberto Blanco Castro, Vincenzo Boccia, Mariyan Bogomilov, Daniele Bonacorsi, Walter M. Bonivento, Paula Bordalo, Alexey Boyarsky, Salvatore Buontempo, Mario Campanelli, TizianoCamporesi, Vincenzo Canale, Andrea Castro, Daniele Centanni, Francesco Cerutti, Mikhail Chernyavskiy, Ki Young Choi, Serhii Cholak, Federico Cindolo, Matei Climescu, Andrew Conaboy, Gaetano Marco Dallavalle, Daniele Davino, Paul de Bryas, Giovanni De Lellis, Massimiliano de Magistris, Albert De Roeck, Alvaro De Rújula, Marilisa De Serio, Dario De Simone, Antonia Di Crescenzo, Donato Di Ferdinando, Roberto Donà, Onur Durhan, Fabrizio Fabbri, Filips Fedotovs, Martina Ferrillo, Massimiliano Ferro-Luzzi, Rosa Anna Fini, Antimo Fiorillo, Raffaele Fresa, Wolfgang Funk, Francisca M. Garay Walls, Artem Golovatiuk, Andrey Golutvin, Elena Graverini, Ali M. Guler, Vasilisa Guliaeva, Guido J. Haefeli, Caren Hagner, Juan C. Helo Herrera, Eric van Herwijnen, Paolo Iengo, Simona Ilieva, Angelo Infantino, Antonio Iuliano, Richard Jacobsson, Cagin Kamiscioglu, Anni M. Kauniskangas, Emil Khalikov, Sung Hyun Kim, Yeong Gyun Kim, Guennadii Klioutchnikov, Masahiro Komatsu, Nina Konovalova, Sergey Kuleshov, Lukasz Krzempek, Heiko M. Lacker, Oliver Lantwin, Federico Lasagni Manghi, Adele Lauria, Kang Young Lee, Kyong Sei Lee, Sergio Lo Meo, Vincenzo Paolo Loschiavo, Stefano Marcellini, Annarita Margiotta, Anna Mascellani, Filippo Mei, Andrea Miano, A. Mikulenko, Maria Cristina Montesi, Francesco Luigi Navarria, Waraporn Nuntiyakul, Satoru Ogawa, Natalia Okateva, Maksym Ovchynnikov, Giulia Paggi, Byungdo Park, Alessandra Pastore, Andrea Perrotta, Dmitriy Podgrudkov, Natalia Polukhina, Andrea Prota, Antonio Quercia, Sérgio Ramos, Anupama Reghunath, Tatiana Roganova, Federico Ronchetti, Tiziano Rovelli, Oleg Ruchayskiy, Thomas Ruf, Marta Sabate Gilarte, Zhakypbek Sadykov, Mikhail Samoilov, Valentino Scalera, Walter Schmidt-Parzefall, Olivier Schneider, Givi Sekhniaidze, Nicola Serra, Mikhail Shaposhnikov, Vladimir Shevchenko, Tatiana Shchedrina, Lesya Shchutska, Hiroshi Shibuya, Saverio Simone, Gian P. Siroli, Gabriele Sirri, Guilherme Soares, Jong Yoon Sohn, Orlando J. Soto Sandoval, Maurizio Spurio, Nikolai Starkov, Jan Steggemann, Inar Timiryasov, Valeri Tioukov, Francesco Tramontano, Carina Trippl, Eduard Ursov, Andrey Ustyuzhanin, Galina Vankova-Kirilova, Gerardo Vasquez, Vassil Verguilov, Nuno Viegas Guerreiro Leonardo, Cristovao Vilela, Ciro Visone, Rainer Wanke, Eda Yaman, Zhibin Yang, Ceren Yazici, Chun Sil Yoon, Ettore Zaffaroni, Jilberto Zamora-Saá
2023	J	`jnl`	AI Competitions and Benchmarks: Competition platforms. CoRR Andrey Ustyuzhanin, Harald Carlens
2023	J	`jnl`	Code4ML: a large-scale dataset of annotated Machine Learning code. PeerJ Comput. Sci. Anastasia Drozdova, Ekaterina Trofimova, Polina Guseva, Anna Scherbakova, Andrey Ustyuzhanin
2023	J	`jnl`	Machine learning code snippets semantic classification. PeerJ Comput. Sci. Valeriy Berezovskiy, Anastasia Gorodilova, Ekaterina Trofimova, Andrey Ustyuzhanin
2023	J	`jnl`	Research in computing-intensive simulations for nature-oriented civil-engineering and related scientific fields, using machine learning and big data: an overview of open problems. J. Big Data Zoran Babovic, Branislav Bajat, Vladan Dokic, Filip Dordevic, Drazen Draskovic, Nenad Filipovic, Borko Furht, Nikola Gacic, Igor Ikodinovic, Marija Ilic, Ayhan Irfanoglu, Branislav Jelenkovic, Aleksandar Kartelj, Gerhard Klimeck, Nenad Korolija, Milos Kotlar, Milos Kovacevic, Vladan Kuzmanovic, Marko Marinkovic, Slobodan Markovic, Avi Mendelson, Veljko Milutinovic, Aleksandar Neskovic, Natasa Neskovic, Nenad S. Mitic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Ivan Ratkovic, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak
2023	J	`jnl`	Symbolic expression generation PeerJ Comput. Sci. Sergei Popov, Mikhail Lazarev, Vladislav Belavin, Denis Derkach, Andrey Ustyuzhanin
2023	J	`jnl`	Symbolic expression generation via Variational Auto-Encoder. CoRR Sergei Popov, Mikhail Lazarev, Vladislav Belavin, Denis Derkach, Andrey Ustyuzhanin
2023	J	`jnl`	Teaching computing for complex problems in civil engineering and geosciences using big data and machine learning: synergizing four different computing paradigms and four different management domains. J. Big Data Zoran Babovic, Branislav Bajat, Dusan Barac, Vesna Bengin, Vladan Dokic, Filip Dordevic, Drazen Draskovic, Nenad Filipovic, Stephan French, Borko Furht, Marija Ilic, Ayhan Irfanoglu, Aleksandar Kartelj, Milan Kilibarda, Gerhard Klimeck, Nenad Korolija, Milos Kotlar, Milos Kovacevic, Vladan Kuzmanovic, Jean-Marie Lehn, Dejan Madic, Marko Marinkovic, Miodrag M. Spalevic, Avi Mendelson, Fedor Mesinger, Gradimir V. Milovanovic, Veljko Milutinovic, Nenad S. Mitic, Aleksandar Neskovic, Natasa Neskovic, Bosko Nikolic, Konstantin Novoselov, Arun Prakash, Jelica Protic, Ivan Ratkovic, Diego Rios, Dan Shechtman, Zoran Stojadinovic, Andrey Ustyuzhanin, Stanislaw H. Zak
2023	J	`jnl`	The Tracking Machine Learning Challenge: Throughput Phase. Comput. Softw. Big Sci. Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather M. Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant
2022	J	`jnl`	Code4ML: a Large-scale Dataset of annotated Machine Learning Code. CoRR Anastasia Drozdova, Polina Guseva, Ekaterina Trofimova, Anna Scherbakova, Andrey Ustyuzhanin
2022	J	`jnl`	Deep Learning for direct Dark Matter search with nuclear emulsions. Comput. Phys. Commun. Artem Golovatiuk, Andrey Ustyuzhanin, Andrey Alexandrov, Giovanni De Lellis
2021	J	`jnl`	Generalization of change-point detection in time series data based on direct density ratio estimation. J. Comput. Sci. Mikhail Hushchyn, Andrey Ustyuzhanin
2021	J	`jnl`	Learning velocity model for complex media with deep convolutional neural networks. CoRR A. Stankevich, I. Nechepurenko, A. Shevchenko, Leonid Gremyachikh, Andrey Ustyuzhanin, A. Vasyukov
2021	J	`jnl`	NFAD: fixing anomaly detection using normalizing flows. PeerJ Comput. Sci. Artem Ryzhikov, Maxim Borisyak, Andrey Ustyuzhanin, Denis Derkach
2021	J	`jnl`	Online detection of failures generated by storage simulator. CoRR Kenenbek Arzymatov, Mikhail Hushchyn, Andrey A. Sapronov, Vladislav Belavin, Leonid Gremyachikh, Maksim Karpov, Andrey Ustyuzhanin
2021	J	`jnl`	Segmentation of EM showers for neutrino experiments with deep graph neural networks. CoRR Vladislav Belavin, Ekaterina Trofimova, Andrey Ustyuzhanin
2021	J	`jnl`	The Tracking Machine Learning challenge : Throughput phase. CoRR Sabrina Amrouche, Laurent Basara, Paolo Calafiura, Dmitry Emeliyanov, Victor Estrade, Steven Farrell, Cécile Germain, Vladimir Vava Gligorov, Tobias Golling, Sergey Gorbunov, Heather M. Gray, Isabelle Guyon, Mikhail Hushchyn, Vincenzo Innocente, Moritz Kiehn, Marcel Kunze, Edward Moyse, David Rousseau, Andreas Salzburger, Andrey Ustyuzhanin, Jean-Roch Vlimant
2020	J	`jnl`	(1 + epsilon)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets. J. Mach. Learn. Res. Maxim Borisyak, Artem Ryzhikov, Andrey Ustyuzhanin, Denis Derkach, Fedor Ratnikov, Olga Mineeva
2020	J	`jnl`	A study of Neural networks point source extraction on simulated Fermi/LAT Telescope images. CoRR Mariia Drozdova, Anton Broilovskiy, Andrey Ustyuzhanin, Denys Malyshev
2020	J	`jnl`	Adaptive divergence for rapid adversarial optimization. PeerJ Comput. Sci. Maxim Borisyak, Tatiana Gaintseva, Andrey Ustyuzhanin
2020	J	`jnl`	Allen: A High-Level Trigger on GPUs for LHCb. Comput. Softw. Big Sci. Roel Aaij, Johannes Albrecht, M. Belous, Pierre Billoir, Thomas Boettcher, A. Brea Rodriguez, Dorothea Vom Bruch, Daniel Hugo Cámpora Pérez, A. Casais Vidal, Daniel C. Craik, Placido Fernandez Declara, Lars Funke, Vladimir V. Gligorov, Brij Kishor Jashal, N. Kazeev, D. Martinez Santos, Flavio Pisani, D. Pliushchenko, S. Popov, Renato Quagliani, M. S. Rangel, F. Reiss, C. Sánchez Mayordomo, Rainer Schwemmer, Mike Sokoloff, Holger Stevens, Andrey Ustyuzhanin, Xavier Vilasís-Cardona, Mike Williams
2020	A*	`conf`	Black-Box Optimization with Local Generative Surrogates. NeurIPS Sergey Shirobokov, Vladislav Belavin, Michael Kagan, Andrey Ustyuzhanin, Atilim Gunes Baydin
2020	J	`jnl`	Differentiating the Black-Box: Optimization with Local Generative Surrogates. CoRR Sergey Shirobokov, Vladislav Belavin, Michael Kagan, Andrey Ustyuzhanin, Atilim Günes Baydin
2020	J	`jnl`	Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation. CoRR Mikhail Hushchyn, Andrey Ustyuzhanin
2020	J	`jnl`	SANgo: a storage infrastructure simulator with reinforcement learning support. PeerJ Comput. Sci. Kenenbek Arzymatov, Andrey A. Sapronov, Vladislav Belavin, Leonid Gremyachikh, Maksim Karpov, Andrey Ustyuzhanin, Ivan Tchoub, Artem Ikoev
2019	J	`jnl`	$(1 + \varepsilon)$-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets. CoRR Maxim Borisyak, Artem Ryzhikov, Andrey Ustyuzhanin, Denis Derkach, Fedor Ratnikov, Olga Mineeva
2019	J	`jnl`	Adaptive Divergence for Rapid Adversarial Optimization. CoRR Maxim Borisyak, Tatiana Gaintseva, Andrey Ustyuzhanin
2019	J	`jnl`	Cherenkov Detectors Fast Simulation Using Neural Networks. CoRR Denis Derkach, Nikita Kazeev, Fedor Ratnikov, Andrey Ustyuzhanin, Alexandra Volokhova
2019	J	`jnl`	Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial Networks. CoRR Artem Maevskiy, Denis Derkach, Nikita Kazeev, Andrey Ustyuzhanin, Maksim Artemev, Lucio Anderlini
2019	J	`jnl`	Normalizing flows for deep anomaly detection. CoRR Artem Ryzhikov, Maxim Borisyak, Andrey Ustyuzhanin, Denis Derkach
2019	J	`jnl`	Space Navigator: a Tool for the Optimization of Collision Avoidance Maneuvers. CoRR Leonid Gremyachikh, Dmitrii Dubov, Nikita Kazeev, Andrey Kulibaba, Andrey Skuratov, Anton Tereshkin, Andrey Ustyuzhanin, Lubov Shiryaeva, Sergej Shishkin
2018	J	`jnl`	Generative Models for Fast Calorimeter Simulation.LHCb case. CoRR Viktoria Chekalina, Elena Orlova, Fedor Ratnikov, Dmitry Ulyanov, Andrey Ustyuzhanin, Egor Zakharov
2018	—	`conf`	TrackML: A High Energy Physics Particle Tracking Challenge. eScience Paolo Calafiura, Steven Farrell, Heather M. Gray, Jean-Roch Vlimant, Vincenzo Innocente, Andreas Salzburger, Sabrina Amrouche, Tobias Golling, Moritz Kiehn, Victor Estrade, Cécile Germain, Isabelle Guyon, Ed Moyse, David Rousseau, Yetkin Yilmaz, Vladimir Vava Gligorov, Mikhail Hushchyn, Andrey Ustyuzhanin
2017	J	`jnl`	Deep learning for inferring cause of data anomalies. CoRR V. Azzolini, Maxim Borisyak, Gianluca Cerminara, Denis Derkach, Giovanni Franzoni, F. De Guio, O. Koval, Maurizio Pierini, Adrian Alan Pol, Fedor Ratnikov, Filip Siroky, Andrey Ustyuzhanin, Jean-Roch Vlimant
2017	J	`jnl`	Everware toolkit. Supporting reproducible science and challenge-driven education. CoRR Andrey Ustyuzhanin, Timothy Daniel Head, Igor Babuschkin, Alexander Tiunov
2017	J	`jnl`	GRID Storage Optimization in Transparent and User-Friendly Way for LHCb Datasets. CoRR Mikhail Hushchyn, Andrey Ustyuzhanin, Philippe Charpentier, Christophe Haen
2017	J	`jnl`	LHCb trigger streams optimization. CoRR Denis Derkach, Nikita Kazeev, R. Neychev, A. Panin, I. Trofimov, Andrey Ustyuzhanin, Mika Vesterinen
2017	J	`jnl`	Muon Trigger for Mobile Phones. CoRR Maxim Borisyak, Michail Usvyatsov, Michael Mulhearn, Chase Shimmin, Andrey Ustyuzhanin
2017	J	`jnl`	Numerical optimization for Artificial Retina Algorithm. CoRR Maxim Borisyak, Andrey Ustyuzhanin, Denis Derkach, Mikhail Belous
2017	J	`jnl`	Towards automation of data quality system for CERN CMS experiment. CoRR Maxim Borisyak, Fedor Ratnikov, Denis Derkach, Andrey Ustyuzhanin
2015	J	`jnl`	A genetic algorithm for autonomous navigation in partially observable domain. CoRR Maxim Borisyak, Andrey Ustyuzhanin
2015	J	`jnl`	Disk storage management for LHCb based on Data Popularity estimator. CoRR Mikhail Hushchyn, Philippe Charpentier, Andrey Ustyuzhanin
2015	—	`conf`	Distributed Data Replication and Access Optimization for LHCb Storage System. KDIR Mikhail Hushchyn, Philippe Charpentier, Andrey Ustyuzhanin
2015	J	`jnl`	Event Index - a LHCb Event Search System. CoRR Andrey Ustyuzhanin, Alexey Artemov, Nikita Kazeev, Artem Redkin