Избранные публикации сотрудников факультета

2025

Thermal stability of monolayer fullerene networks: A molecular dynamics study with machine-learning potential
Alekseev D., Lazarev M. et al.   
Computational Materials Science 248:113572  

Accuracy Certificates for Convex Minimization with Inexact Oracle
Gladin E., Gasnikov A., Dvurechensky P.   
Journal of Optimization Theory and Applications 204:1 

A proof of the Paz conjecture for 6 × 6 matrices
Khrystik M., Maksaev A.   
Linear Algebra and its Applications 704, 249 – 269 

On q-Deformed Cubic Equations: The Quantum Heptagon and Nonagon
Ovsienko V., Ustinov A.   
Results in Mathematics 80

Sharper dimension-free bounds on the Frobenius distance between sample covariance and its expectation
Puchkin N., Noskov F., Spokoiny V.   
Bernoulli: a journal of mathematical statistics and probability 31, 1664 – 1691

2024

Leveraging Summarization for Unsupervised Dialogue Topic Segmentation
Artemiev A.,Vasilev A., Savchenko A. et al.   
Association for Computational Linguistics (NAACL 2024), 4697 – 4704 

The Devil is in the Details: StyleFeatureEditor for Detail-Rich StyleGAN Inversion and High Quality Image Editing
Bobkov D., Titov V., Alanov A., Vetrov D.   
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), 9337 – 9346 

Truth-O-Meter: Handling Multiple Inconsistent Sources Repairing LLM Hallucinations
Galitsky B., Chernyavskiy A., Ilvovsky D.  
ACM International Conference on Research and Development in Information Retrieval (SIGIR 2024) 

Weak-to-Strong 3D Object Detection with X-Ray Distillation
Gambashidze A., Golyadkin M., Makarov I. et al.  
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2024), 15055 – 15064 

CA-SER: Cross-Attention Feature Fusion for Speech Emotion Recognition
Deeb B., Savchenko A., Makarov I.   
European Conference on Artificial Intelligence (ECAI 2024), 4479 – 4482 

TabR: Tabular Deep Learning Meets Nearest Neighbors
Gorishniy Y., Rubachev I., Kartashev N., Shlenskii D., Kotelnikov A., Babenko A.   
International Conference on Learning Representations (ICLR 2024) 

Pose Networks Unveiled: Bridging the Gap for Monocular Depth Perception
Dayoub Y., Savchenko A., Makarov I.    
IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR 2024), 584 – 587 

When contranominal scales give a solution to the Zarankiewicz problem?
Ignatov D.
European Conference on Artificial Intelligence (ECAI 2024) 

SCAFFLSA: Taming Heterogeneity in Federated Linear Stochastic Approximation and TD Learning
Mangold P., Samsonov S.,Levin I., Naumov A., Moulines E. et al.
Advances in Neural Information Processing Systems (NeurIPS 2024), 13927 – 13981 

Queuing dynamics of asynchronous Federated Learning
Leconte L., Jonckheere M., Samsonov S., Moulines E.   
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 1711 – 1719 

HairFastGAN: Realistic and Robust Hair Transfer with a Fast Encoder-Based Approach
Nikolaev M., Kuznetsov M., Vetrov D., Alanov A.   
Advances in Neural Information Processing Systems (NeurIPS 2024), 45600 – 45635 

Training a Tucker Model With Shared Factors: a Riemannian Optimization Approach
Peshekhonov I., Arzhantsev A., Rakhuba M.   
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 3304 – 3312 

Efficient Conformal Prediction under Data Heterogeneity
Plassier V., Noskov F. et al.   
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 4879 – 4887 

AADMIP: Adversarial Attacks and Defenses Modeling in Industrial Processes
Pozdnyakov V., Makarov I. et al.   
International Joint Conference on Artificial Intelligence (IJCAI 2024), 8776 – 8779 

Breaking the Heavy-Tailed Noise Barrier in Stochastic Optimization Problems
Puchkin N., Gorbunov E., Kutuzov N., Gasnikov A.   
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 856 – 864 

Dimension-free Structured Covariance Estimation
Puchkin N., Rakhuba M.   
Annual Conference on Learning Theory (PMLR 2024), 4276 – 4306 

Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation
Rakitin D., Shchekotov I, Vetrov D.   
International Conference on Machine Learning (ICML 2024)   

The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models
Razzhigaev A., Goncharova E. et al.   
European Association for Computational Linguistics (EACL 2024), 868 – 874 

Your Transformer is Secretly Linear
Razzhigaev A., Goncharova E. et al.   
Association for Computational Linguistics (ACL 2024), 5376 – 5384 

Where Do Large Learning Rates Lead Us?
Sadrtdinov I., Kodryan M., Vetrov D. et al.  
Advances in Neural Information Processing Systems (NeurIPS 2024) 

Gaussian approximation and multiplier bootstrap for polyak-ruppert averaged linear stochastic approximation with applications to td learning
Samsonov S., Moulines E., Naumov A. et al.  
Advances in Neural Information Processing Systems (NeurIPS 2024), 12408 – 12460 

Device-Specific Facial Descriptors: Winning a Lottery with a SuperNet
Savchenko A., Maslov D., Makarov I.  
European Conference on Artificial Intelligence (ECAI 2024), 4439 – 4442 

Neural Click Models for Recommender Systems
Shirokikh M., Vasilev A., Savchenko A., Nikolenko S. et al.  
ACM International Conference on Research and Development in Information Retrieval (SIGIR 2024), 2553 – 2558 

Generative Flow Networks as Entropy-Regularized RL
Tiapkin D., Morozov N., Naumov A.,Vetrov D.   
International Conference on Artificial Intelligence and Statistics (AISTATS 2024), 4213 – 4221 

Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures
Tutubalina E., Kadurin A., Savchenko A. 
Association for Computational Linguistics (ACL 2024), 470 – 482 

Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option
Yakovlev K., Nikolenko S., Bout A.   
Association for Computational Linguistics (EMNLP 2024), 5967 – 5974 

When is Mean-Field Reinforcement Learning Tractable and Relevant?
Yardim B., Goldman A., He N.   
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024), 2038 – 2046 

Review on automated 2D material design
Al-Maeeni A., Lazarev M. et al.   
2D Materials 11:032002  

Limit points and additive group actions
Arzhantsev I.  
Ricerche di Matematica 73, 715 – 724  

On conjugacy of additive actions in the affine Cremona group
Arzhantsev I.  
Quaestiones Mathematicae  

Affine homogeneous varieties and suspensions
Arzhantsev I., Zaitseva Y.  
Research in Mathematical Sciences 11:27  

A Voronoi summation formula for non-holomorphic Maass forms of half-integral weight
Balkanova O., Frolenkov D.  
Monatshefte fur Mathematik 203, 733 – 764 

Z-DNA formation in promoters conserved between human and mouse are associated with increased transcription reinitiation rates
Beknazarov N., Konovalov D., Herbert A., Poptsova M.  
Scientific Reports 14:17786  

Nonparametric statistical inference for compound models
Belomestny D.  
Statistics 58, 943 — 960  

Theoretical guarantees for neural control variates in MCMC
Belomestny D., Goldman A., Naumov A., Samsonov S.  
Mathematics and Computers in Simulation  

Exact p-value calculation for XCorr scoring of high-resolution MS/MS data
Bhimani K., Peresadina A., Vozniu D., Kertész‐Farkas A.
Proteomics 24:2300145 

Makar–Limanov Invariants of Nonnormal Affine Toric Varieties
Boldyrev I. 
Mediterranean Journal of Mathematics 21:93 

Computing remoteness functions of Moore, Wythoff, and Euclid’s games
Boros E., Gurvich V. et al. 
International Journal of Game Theory  

On orbits of automorphism groups on horospherical varieties
Borovik V., Gaifullin S., Shafarevich A. 
Mathematische Nachrichten  

Data complexity: An FCA-based approach
Buzmakov A., Dudyrev E., Kuznetsov S. et al.
International Journal of Approximate Reasoning 165:109084   

MMCP Team at ImageCLEFmed MEDVQA-GI 2024 Task: Diffusion Models for Text-to-Image Generation of Colonoscopy Images
Chaichuk M., Tutubalina E. 
Transactions of the Association for Computational Linguistics    

The rigidity of Hirzebruch genera on the Caley plane and the Witten genus
Chernykh G. 
Uspekhi Matematicheskikh Nauk 79, 169 – 170   

Data and models for stance and premise detection in COVID-19 tweets: Insights from the Social Media Mining for Health (SMM4H) 2022 shared task
Davydova V., Yang H., Tutubalina E.  
Journal of Biomedical Informatics 149:104555 

Model predictive path integral for decentralized multi-agent collision avoidance
Dergachev S., Yakovlev K.   
PeerJ Computer Science 10:e2220 

Upper bound on saturation time of metric graphs by intervals moving on them
Eliseev A., Chernyshev V.   
Mathematical Analysis and Applications 531:127873 

Molecular dynamics simulations of nucleosomes are coming of age
Fedulova A., Shaytan A. et al.   
Wiley Interdisciplinary Reviews: Computational Molecular Science 14:e1728 

Heterogeneous Graph Attention Networks for Scheduling in Cloud Manufacturing and Logistics
Fomin D., Makarov I., Pozdnyakov V. et al.
IEEE Access 12, 196195 – 196206 

Prime avoiding numbers form a basis of order 2
Gabdullin M., Radomskii A.   
Sbornik: Mathematics 215, 612 — 633

Enhancing Autonomous Driving with Spatial Memory and Attention in Reinforcement Learning
Gerasyov M., Savchenko A., Makarov I.  
IEEE Access

Refining the ONCE Benchmark With Hyperparameter Tuning 
Golyadkin M. et al.    
IEEE Access 12, 3805 – 3814

Spot the Bot: the Inverse Problems of NLP
Gromov V., Dang Q., Kogan A., Yerbolova A.  
PeerJ Computer Science 10:e2550 

Characters of the unitriangular group and the Mackey method
Ignatev M., Venchakov M.   
Expositiones Mathematicae 43:125656 

On efficient algorithms for bottleneck path problems with many sources
Kalmynin A. Konyagin S.
Izvestiya. Mathematics 88, 33 – 43 

A polynomial analogue of Jacobsthal function
Kaymakov K. Malyshev D.
Optimization Letters 18, 1273 – 1283  

Efficient online sensitivity analysis for the injective bottleneck path problem
Kaymakov K., Malyshev D.   
Optimization Letters

Machine learning models for predicting risks of MACEs for myocardial infarction patients with different VEGFR2 genotypes
Kirdeev A., Zbirovskaya E. et al. 
Frontiers in Medicine 11:1452239 

Changing selection on amino acid substitutions in Gag protein between major HIV-1 subtypes
Klink G., Kalinina O., Bazykin G. 
Virus Evolution 10:veae036 

Sampling discretization of the uniform norm and applications
Kosov E., Temlyakov V. 
Journal of Mathematical Analysis and Applications 538:128431 

Numerical study of valence band states evolution in AlxGa1-xAs [111] QDs systems
Lazarev M.  
PeerJ Materials Science 6:e32 

Artificial Neural Networks as a Natural Tool in Solution of Variational Problems in Hydrodynamics
Litvinenko N.  
IEEE Access 12, 169945 – 169954 

Understanding admixture fractions: theory and estimation of gene-flow
Liang M., Shishkin M., Shchur V., Nielsen R. 
Journal of Mathematical Biology 89:47 

The “Black-Box” Optimization Problem: Zero-Order Accelerated Stochastic Method via Kernel Approximation
Lobanov A., Bashirov N., Gasnikov A. 
Journal of Optimization Theory and Applications 203, 2451 – 2486 

A large-deviation principle for birth-death processes with a linear rate of downward jumps
Logachev A.  
Journal of Applied Probability 61, 781 – 801   

GEEF: A neural network model for automatic essay feedback generation by integrating writing skills assessment
Makarov I. et al.
Expert Systems with Applications 245:123043 

Categorization of tweets for damages: infrastructure and human damage assessment using fine-tuned BERT model
Malik M., Younas M., Jamjoom M., Ignatov D.      
PeerJ Computer Science 10:e1859 

Hate speech and target community detection in nastaliq urdu using transfer learning techniques
Malik M., Nawaz A., Jamjoom M.       
IEEE Access 

Neural networks for intelligent multilevel control of artificial and natural objects based on data fusion: A survey
Man T., Ignatov D. et al.       
Information Fusion 110:102427 

Investigation of transient extreme events in a mutually coupled star network of theoretical Brusselator system
Manivelan S. V., Sabarathinam S., Thamilmaran K., Manimehan I. 
Chaos 9:091102 

SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation
Mikhaylets E., Razorenova A., Chernyshev V. et al.
Frontiers in Neuroinformatics 17:1301718 

Inertia-Based Indices to Determine the Number of Clusters in K-Means: An Experimental Evaluation
Mirkin B. et al.      
IEEE Access 12, 11761 – 11773  

Genome-wide association studies of ischemic stroke based on interpretable machine learning
Nikolić S., Ignatov D., et al. 
PeerJ Computer Science 10:e2454 

Representational dissimilarity component analysis (ReDisCA)
Ossadtchi A., Semenkov I., Zhuravleva A., Kozunov V., Serikov O., Voloshina E.  
NeuroImage 301:120868   

Automorphism groups of affine varieties consisting of algebraic elements
Perepechko A., Regeta A. 
Proceedings of the American Mathematical Society 152, 2377 – 2383 

Discrete scheduling and critical utilization
Pianykh O., Perez S. 
European Journal of Operational Research 312, 445 – 455 

Graph Neural Networks With Trainable Adjacency Matrices for Fault Diagnosis on Multivariate Sensor Data
Pozdnyakov V., Makarov I., Kovalenko A. 
IEEE Access 12, 152860 – 152872 

Lascoux Polynomials and Subdivisions of Gelfand–Zetlin Polytopes
Presnova E., Smirnov E. 
International Mathematics Research Notices 19, 12954 – 12977 

Reconstruction of manifold embeddings into Euclidean spaces via intrinsic distances
Puchkin N. et al.
ESAIM - Control, Optimisation and Calculus of Variations 30:3 

Prime avoiding numbers form a basis of order 2
Puchkin N., Samsonov S., Belomestny D., Moulines E., Naumov A. 
Journal of Machine Learning Research 25 

Rates of convergence for density estimation with generative adversarial networks
Puchkin N., Samsonov S., Belomestny D., Moulines E., Naumov A. 
Journal of Machine Learning Research 29 

Decentralized saddle point problems via non-Euclidean mirror prox
Rogozin A., Beznosikov A., Dvinskikh D., Gasnikov A. et al.
Optimization Methods and Software  

Short-term meditation training alters brain activity and sympathetic responses at rest, but not during meditation
Rusinova A., Volodina M., Ossadtchi A. 
Scientific Reports  

Astronomical Data Approximation Based on Neural Network Models
Samorodova E., Derkach D., Hushchyn M. et al  
Astronomical Society of the Pacific: Conference Series 535 

AutoFace: How to obtain mobile neural network-based facial feature extractor in less than 10 minutes?
Savchenko A.  
IEEE Access 12, 25106 – 25118 

Analyzing the Robustness of Vision and Language Models
Shirnin A., Andreev N., Potapova S., Artemova E. 
IEEE/ACM Transactions on Speech and Language Processing 32, 2751 – 2763 

mGPT: Few-Shot Learners Go Multilingual
Shliazhko O., Tikhonova M. et al.
Transactions of the Association for Computational Linguistics 12, 58 – 79  

Feynman checkers: lattice quantum field theory with real time
Skopenkov M., Ustinov A. 
Analysis and Mathematical Physics 14:38  

Gradient-free algorithm for saddle point problems under overparametrization
Statkevich E., Dvinskikh D., Gasnikov A. 
Chaos, Solitons and Fractals 185:115048   

PhyloBench: A Benchmark for Evaluating Phylogenetic Programs
Spirin S. et al. 
Molecular Biology and Evolution 6:msae084   

Extracting high-level activities from low-level program execution logs
Stepanov E., Mitsyuk A. 
Automated Software Engineering 31:41   

Verification of data-aware process models: Checking soundness of data Petri nets
Suvorov N., Lomazova I. 
Journal of Logical and Algebraic Methods in Programming 2024:100953  

Extreme events in a damped Korteweg–de Vries (KdV) autonomous system: A comprehensive analysis
Thamilmaran K., Bhagyaraj T., Sabarathinam S. 
Chaos, Solitons and Fractals 186:115337  

Linguacodus: A synergistic framework for transformative code generation in machine learning pipelines
Trofimova E., Sataev E., Ustyuzhanin A. 
PeerJ Computer Science 10:e2328 

Fast Tearing Mode Driven by Demagnetized Electrons
Tsareva O., Popov V. et al.
Geophysical Research Letters 51:e2023GL106867 

Regularization of the Ensemble Kalman Filter using a non-parametric, non-stationary spatial model
Tsyrulnikov M., Sotskiy A. 
GSpatial Statistics 64:100870 

HSE NLP Team at MEDIQA-CORR 2024 Task: In-Prompt Ensemble with Entities and Knowledge Graph for Medical Error Correction
Tutubalina E., Valiev A. 
Transactions of the Association for Computational Linguistics, 12994 – 13013 

To admit mistakes is not a weakness: it is the first step on the road of progress
Vlassov V.
European Journal of Public Health 34, 3 – 4   

Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021: a systematic analysis for the Global Burden of Disease Study 2021
Vlassov V.
The Lancet 403, 2162 – 2203     

Burden of disease scenarios for 204 countries and territories, 2022–2050: a forecasting analysis for the Global Burden of Disease Study 2021
Vollset E., Vlasob V. et al.
The Lancet 403, 2204 – 2256   

Selfing Promotes Spread and Introgression of Segregation Distorters in Hermaphroditic Plants
Wang H., Planche L., Shchur V., Nielsen R.
Molecular Biology and Evolution 41:msae132   

Two-dimensional polarized superfluids through the prism of the fermion sign problem
Yi T., Pilé I. et al.
Physical Review B 110:085131   

Affine monoids of corank one
Zaitseva Yu.
Results in Mathematics 79:249   

Публикации 2023

Публикации 2022

Публикации 2021

Публикации 2020

Публикации 2019

Публикации 2018

Публикации 2017

Публикации 2016

Публикации 2015