Selected Publications of the Faculty
2025
Enhancing FEVER-Style Claim Fact-Checking Against Wikipedia: A Diagnostic Taxonomy and a Generative Framework
Chernyavskiy A., Ilvovsky D., Nakov P.
European Conference on Information Retrieval (ECIR 2025), 310 – 325
MuMMy: Multimodal Dataset supporting VLM-based Egyptology Research Assistant
Golyadkin M., Makarov I. et al.
International Conference on Multimedia. Association for Computing Machinery (ACM 2025), 12875 - 12881.
ProcrustesGPT: Compressing LLMs with Structured Matrices and Orthogonal Transformations
Grishina E., Gorbunov M., Rakhuba M.
Association for Computational Linguistics (ACL 2025), 26937 – 26949
Generalization error bound for denoising score matching under relaxed manifold assumption
Yakovlev K., Puchkin N.
Conference on Learning Theory, 291: 5824-5891 Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
Demidovich Y., Ostroukhov P. et al.
International Conference on Learning Representations (ICLR 2025)
Nonasymptotic Analysis of Stochastic Gradient Descent with the Richardson–Romberg Extrapolation
Sheshukova M., Belomestny D., Naumov A., Samsonov S. et al.
International Conference on Learning Representations (ICLR 2025)
Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization
Gritsaev T., Morozov N., Samsonov S., Tiapkin D.
International Conference on Learning Representations (ICLR 2025), 95626 – 95646
Does Diffusion Beat GAN in Image Super Resolution?
Kuznedelev D., Startsev V., Shlenskii D., Kastryulin S.
International Conference on Learning Representations (ICLR 2025)
TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings
Rubachev I., Kartashev N., Gorishniy Y., Babenko A.
International Conference on Learning Representations (ICLR 2025)
TabM: Advancing tabular deep learning with parameter-efficient ensembling
Gorishniy Y., Kotelnikov A., Babenko A.
International Conference on Learning Representations (ICLR 2025)
Simplicial SMOTE: Oversampling Solution to the Imbalanced Learning Problem
Kachan O., Savchenko A., Gusev G.
Conference on Knowledge Discovery and Data Mining (ACM 2025), 625 - 635.
Revisiting Non-Acyclic GFlowNets in Discrete Environments
Morozov N., Maksimov I., Tiapkin D., Samsonov S.
International Conference on Machine Learning (ICML 2025)
Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models
Shutova A., Ermakov I. et al.
International Conference on Machine Learning (ICML 2025)
Inverse Bridge Matching Distillation
Gushchin N., Selikhanovych D. et al.
International Conference on Machine Learning (ICML 2025), 21471 - 21496.
Refined Analysis of Constant Step Size Federated Averaging and Federated Richardson-Romberg Extrapolation
Paul M., Samsonov S.
International Conference on Artificial Intelligence and Statistics (AISTATS 2025), 5023 – 5031
TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks
Shabalin A., Meshchaninov V., Chimbulatov E., Lapikov V., Kim R. et al.
National Conference of the American Association for Artificial Intelligence (AAAI 2025), 25110 – 25118
Sim4Rec: Flexible and Extensible Simulator for Recommender Systems for Large-Scale Data
Volodkevich A., Vasilev A. et al.
European Conference on Information Retrieval (ECIR 2025), 425 – 430
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
Razzhigaev A., Goncharova E. et al.
Findings of the Association for Computational Linguistics (NAACL 2025), 7757 - 7764.
Knowledge Graph Completion with Mixed Geometry Tensor Factorization
Yusupov V., Rakhuba M., Frolov E.
International Conference on Artificial Intelligence and Statistics (AISTATS 2025), 4924 – 4932
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
Free energy of neural network can predict accuracy after pruning
Surkov A., Rayeesa et al.
Physica A: Statistical Mechanics and its Applications 681: 131085.
Morse matching method for conformal cohomologies
Alhussein H., Kolesnikov P., Lopatkin V.
Journal of Geometry and Physics 217:105617
Accuracy Certificates for Convex Minimization with Inexact Oracle
Gladin E., Gasnikov A., Dvurechensky P.
Journal of Optimization Theory and Applications 204(1): 1
Self-organization of the stock exchange to the edge of a phase transition: empirical and theoretical studies
Dmitriev A., Lebedev A. et al.
Frontiers in Physics 12: 1508465.
Пороговые вероятности для раскрасок случайных гиперграфов
Кошелев М. М., Шабанов Д. А., Шайхеева Т. М.
Успехи математических наук 80(481), 161-162.
The need to implement FAIR principles in biomolecular simulations
Amaro R., Shaytan A. et al.
Nature Methods 22, 641 – 645
Uniqueness of addition in Lie algebras revisited
Arzhantsev I.
Mathematical Communications 30, 179 – 189
On finite-dimensional homogeneous Lie algebras of derivations of polynomial rings
Arzhantsev I., Gayfullin S., Lopatkin V.
Izvestiya. Mathematics 89, 425 – 441
An approximation formula for the shifted cubic moment of automorphic L-functions in the weight aspect
Balkanova O., Conrey J., Frolenkov D.
Canadian Journal of Mathematics 77, 715 – 738
О локально нильпотентных дифференцированиях алгебры многочленов от трех переменных
Дасгупта Н., Гайфуллин С.
Математический сборник, 216(4): 3 - 34
Deep learning deciphers the related role of master regulators and G-quadruplexes in tissue specification
Bashkatov A., Andreasyan A., Konovalov D., Herbert A., Poptsova M.
Scientific Reports 15:23119
Projective Hypersurfaces of High Degree Admitting an Induced Additive Action
Beldiev I.
Bulletin of the Malaysian Mathematical Sciences Society 48:195
Statistical Inference for Conservation Law McKean–Vlasov SDEs via Deep Neural Networks
Belomestny D.
SIAM-ASA Journal on Uncertainty Quantification 13, 425 – 448
Production of protons, deuterons and tritons in argon-nucleus interactions at 3.2 AGeV
Bocharnikov V., Ratnikov F. et al.
Journal of High Energy Physics 2025:95
Тонкие и сверхтонкие токовые слои: путешествие вглубь сингулярности Сыроватского
Зелёный Л., Попов В. Ю. и др.
Успехи физических наук 195(8): 807 - 834
Conformal Hypergraphs: Duality and Implications for the Upper Clique Transversal Problem
Boros E., Gurvich V., Milanič M., Uno Y.
Journal of Graph Theory 109, 466 – 480
Moment tensor potential and equivariant tensor network potential with explicit dispersion interactions
Chalykh O., Novikov I. et al.
Journal of Chemical Physics 163:134112
Data augmentation with generative models improves detection of Non-B DNA structures
Cherednichenko O., Poptsova M.
Computers in Biology and Medicine 184:109440
On log-concave-tailed chaoses and the restricted isometry property
Dai G., Su Z., Ulyanov V., Wang H.
Journal of Functional Analysis 289:111130
Characters of the unitriangular group and the Mackey method
Ignatev M., Venchakov M.
Expositiones Mathematicae, 43(3): 125656
Growing Trees and Amoebas’ Replications
Gurvich V., Krnc M., Vyalyi M.
Results in Mathematics, 80: 117
Finite-Time High-Probability Bounds for Polyak–Ruppert Averaged Iterates of Linear Stochastic Approximation
Durmus A., Naumov A., Samsonov S. et al.
Mathematics of Operations Research, 50(2): 935-964
Global analysis of charm mixing parameters and determination of the CKM angle gamma
Derkach D. et al.
Physical Review D - Particles, Fields, Gravitation and Cosmology 112:013004
HiFi-Stream: Streaming Speech Enhancement With Generative Adversarial Networks
Dmitrieva E., Kaledin M.
IEEE Signal Processing Letters 32, 3595 – 3599
GENA-LM: a family of open-source foundational DNA language models for long sequences
Fishman V., Shmelev A.
Nucleic Acids Research 53:gkae1310
О конечномерных однородных алгебрах Ли дифференцирований кольца многочленов
Аржанцев И. В., Гайфуллин С. А., Лопаткин В. Е.
Известия РАН. Серия математическая, 89(3): 5-22
Weighted mesh algorithms for general Markov decision processes: Convergence and tractability
Belomestny D., Schoenmakers J., Zorina V.
Journal of Complexity, 88: 101932
Полудуплексная коммуникационная сложность с противником может быть меньше классической коммуникационной сложности
Верещагин Н. К., Дектярев М. В.
Математический сборник, 216(6): 3-45
Performance Modeling of Data Storage Systems using Generative Models
Al-Maeeni A., Temirkhanov A., Ryzhikov A., Hushchyn M.
IEEE Access 13, 49643 – 49658
Advancing Sequential Manga Colorization for AR Through Data Synthesis
Golyadkin M., Saraev S., Makarov I.
IEEE Access 13, 7526 – 7537
Identifying Top-Performing Students via VKontakte Social Media Communities Using Advanced NLP Techniques
Gorshkov S., Ignatov D. et al.
IEEE Access 13, 962 – 979
SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis
Ivanov P., Golyadkin M., Makarov I.
IEEE Access 13, 25186 – 25197
Explainable Document Classification via Concept Whitening and Stable Graph Patterns
Parakal E. G., Kuznetsov S., Makarov I. et al.
IEEE Access 13, 149657-149678.
An Approach to Finding a Robust Deep Learning Model
Boldyrev A., Ratnikov F., Shevelev A.
IEEE Access 13, 102390 – 102406
Predicting Student Dropout Through Text and Media Content Analysis of VKontakte Profiles
Gorshkov S., Ignatov D., Chernysheva A.
IEEE Access 13, 46732 - 46746
Soundness Correction of Data Petri Nets
Suvorov N., Lomazova I.
IEEE Access 13, 149142 – 149157
Bitcoin Ordinals: Bitcoin Price and Transaction Fee Rate Predictions
Wang M., Braslavski P., Manevich V., Ignatov D.
IEEE Access 13, 35478 – 35489
Fast and Memory-Efficient Searching of Large-Scale Mass Spectrometry Data Using Tide
Kertesz-Farkas A. et al.
Journal of Proteome Research 24, 4831 – 4837
A proof of the Paz conjecture for 6 × 6 matrices
Khrystik M., Maksaev A.
Linear Algebra and its Applications 704, 249 – 269
Context-dependent PSIICOS: A novel framework for functional connectivity estimation accounting for task-related power leakage
Kleeva D., Ossadtchi A.
Neuroimage 316:121268
Actively trained magnetic moment tensor potentials for mechanical, dynamical, and thermal properties of paramagnetic CrN
Kotykhov A., Novikov I.
Physical Review B: Condensed Matter and Materials Physics 111:094438
Observation of charge–parity symmetry breaking in baryon decays
Aaij R., Boldyrev A., Ratnikov F. et al.
Nature 643(8074): 1223 - 1228
An iterative strategy to design 4-1BB agonist nanobodies de novo with generative AI models
Poddiakov I., Savchenko A. et al.
Scientific Reports, 15: 25412.
Метод Стейна и характеристические функции
Тихомиров А. Н.
Успехи математических наук, 80(484): 121 - 172
Omics Insights Into the Effects of Highbush Blueberry and Cranberry Crop Agroecosystems on Honey Bee Health and Physiology
Kozlova A. et al.
Proteomics 2025:e70033
WCN25-1344 GUT MICROBIOTA AND BLOOD METABOLIC PROFILE IN PATIENTS ON PERITONEAL DIALYSIS
Kozlova A.
Kidney International Reports 10, S653 – S654
Hardware powered ultra-low latency (HarPULL) brain-body state dependent TMS technology for investigation of the motor system
Makarova M., Ossadtchi A. et al.
Brain Stimulation 18, 495 – 495
Hardware-enabled low latency rhythmic brain state tracking for brain stimulation applications
Makarova M., Ossadtchi A. et al.
Neuroimage 319:121437
Self-feedback delay induces extreme events in the theoretical Brusselator system
Manivelan S., Sabarathinam S. et al.
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics 112:014202
PRISM-TopoMap: online topological mapping with place recognition and scan matching
Muravyev K., Melekhin A., Yudin D., Yakovlev K.
IEEE Robotics and Automation Letters 10, 3126 – 3133
On eigenvalues and eigenfunctions of the operators defining multidimensional scaling on some symmetric spaces
Ma T., Stepanov E.
Information and Inference 14:iaae038
Ancient DNA analysis of elite nomadic warrior from Chinge-Tey I funerary commemorative complex in the “Valley of the Kings”, Tuva
Nedoluzhko A. Rakitko A. et al.
BMC Genomics 26:220
The prevalence of pathogenic variants in the BMPR2 gene in patients with the idiopathic pulmonary arterial hypertension in the Russian population: sequencing data and meta-analysis
Okhrimenko G., Zamyatin V., Poptsova M. et al.
Respiratory Research 26:146
On q-Deformed Cubic Equations: The Quantum Heptagon and Nonagon
Ovsienko V., Ustinov A.
Results in Mathematics 80
Pseudo-collusion in a centralized algorithmic financial market
Pastushkov A., Boulatov A.
Finance Research Letters 83:107671
Fast gradient-free activation maximization for neurons in spiking neural networks
Pospelov N., Beketov M. et al.
Neurocomputing 618:129070
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
AI in drug development: advances in response, combination therapy, repositioning, and molecular design
Qi R., Shaytan A. et al.
Science China Information Sciences 68:170102
Primes in tuples and Romanoff's theorem
Radomskii A.
Izvestiya. Mathematics 89, 125 – 139
Sparse Sensor Layout Design via Recursive Orthogonalization of the Forward Solution Matrix With a Realistic Noises Environment in MEG
Razorenova A., Ossadtchi A. et al
IEEE Transactions on Instrumentation and Measurement 74:9506013
A highly divergent sample from a nearly extinct SARS-CoV-2 lineage in a patient with long-term COVID-19
Nabieva E., Klink G. V. et al
Frontiers in cellular and infection microbiology, 15:1623390
Feature selection and aggregation for antibiotic resistance GWAS in Mycobacterium tuberculosis: a comparative study
Reshetnikov K., Neverov A. et al.
Frontiers in Microbiology 16:1586476
Environmental impact of the launch vehicle "Soyuz-FG" emergency falling in Kazakhstan
Semenkov I., Klink G. et al.
Environmental Science and Pollution Research 32, 2592 – 2605
Toric varieties admitting an action of a unipotent group with a finite number of orbits
Shafarevich A.
Research in the Mathematical Sciences 12:6
Невозможность погружения логики HC в логику IEL+ с сохранением классической импликации
Оноприенко А. А.
Успехи математических наук, 80(485): 187 - 188
Единственность разложений в системах счисления и масштабирующие уравнения
Конягин С. В., Таламбуца А. Л. и др.
Математический сборник, 216(11): 135 - 149
The Tale of Two Rooms: Comparison of QuSpin Zero-Field OPMs’ Operation in Two Magnetically Shielded Environments
Skidchenko E., Ossadtchi A. et al.
IEEE Transactions on Instrumentation and Measurement 2025:9516511
A genetic engineering algorithm for the generalized quadratic assignment problem
Sohrabi M., Fathollahi-Fard A., Gromov V., Dulebenets M.
Neural Computing and Applications 37, 12253 – 12279
Inexact Laplace approximation and the use of posterior mean in Bayesian inference
Spokoiny V.
Bayesian Anal 20, 1303 – 1330
Genetic analysis of alcohol use disorder: GWAS of alcohol use disorders identification test (AUDIT) and polygenic risk scores in an east slavic population
Trofimov M., Rakitko A. et al.
Drug and Alcohol Dependence 273:112713
Towards stimulation-free automatic electrocorticographic speech mapping in neurosurgery patients
Voskoboynikov A., Ossadtchi A. et al.
Journal of Neural Engineering 2025:056002
iPiDA-LGE: a local and global graph ensemble learning framework for identifying piRNA-disease associations
Wei H., Shaytan A.
BMC Biology 23:119
Traffic Prediction Based on Formal Concept-Enhanced Federated Graph Learning
Wu K. Kuznetsov S. et al.
IEEE Transactions on Intelligent Transportation Systems
A Language and Its Holes: The First-Order Homology of the Large-Scale Geometrical Structure of a Natural Language
Gromov V. , Dang Q., Erbolova A.
Complexity, 2025(1): 9659172
Jordan Constants of Cremona Group of Rank 2 Over Fields of Characteristic Zero
Zaitsev A.
International Mathematics Research Notices 6:rnaf051
Integrated analysis of the complete sequence of a macaque genome
Zhang S., Ryabov F. et al.
Nature 640, 714 – 721