Poster session
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme
ICLR
Mikhail Persiianov, Jiawei Chen, Petr Mokrov, Alexander Tyurin, Evgeny Burnaev, Alexander Korotin
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization
ICML
Mikhail Persiianov, Arip Asadulaev, Nikita Andreev, Nikita Starodubcev, Dmitry Baranchuk, Anastasis Kratsios, Evgeny Burnaev, Alexander Korotin
PianoKontext: Expressive Performance Rendering from Deadpan Audio
ICML 2026 Workshop
Dmitrii Gavrilev
Financial Transaction Retrieval and Contextual Evidence for Knowledge-Grounded Reasoning
SIGIR
Artem Sakhno, Daniil Tomilov, Yuliana Shakhvalieva, Inessa Fedorova, Daria Ruzanova, Omar Zoloev, Andrey Savchenko, Maksim Makarenko
Unlocking the Potential of Weighting Methods in Federated Learning Through Communication Compression
ICLR
Valery Parfenov, Nail Bashirov, Daniil Medyakov, Dmitry Bylinkin, Aleksandr Beznosikov
Lightweight Optimal-Transport Harmonization on Edge Devices
AAAI
Maria Larchenko, Dmitry Guskov, Alexander Lobashev, Georgy Derevyanko
Beyond Lexical Similarity: A Benchmark for Evaluating Code Documentation Agents
ICML 2026 Workshop
Andrey Getmanov, Timofey Karyagin, Ulyanova Ekaterina Alekseevna, Adamenko Pavel, Ilya Sokolov, Pavel Zadorozhny, Rodion Levichev, Nikolay Nikitin, Dmitrii Babaev
LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters
ICLR
Vladimir Bogachev, Vladimir Aletov, Alexander Molozhavenko, Denis Bobkov, Vera Soboleva, Aibek Alanov, Maxim Rakhuba
Dynamic Neural Potential Field: Online Trajectory Optimization in the Presence of Moving Obstacles
ICRA
Aleksei Staroverov, Muhammad Alhaddad, Aditya Narendra, Konstantin Mironov, Aleksandr Panov
CVPR Workshop
Vasiliy Kudryavtsev; Kirill Borodin; German Berezin; Kirill Bubenchikov; Grach Mkrtchian; Alexander Ryzhkov
Interspeech
Kirill Borodin, Vasiliy Kudryavtsev, Maxim Maslov, Mikhail Gorodnichev, Grach Mkrtchian
From Dispersion to Attraction: Spectral Dynamics of Hallucination Across Whisper Model Scales
Interspeech
Ivan Viakhirev, Kirill Borodin, Grach Mkrtchian
Balalaika: Data-Centric, Prosody-Aware Annotation Pipeline for Russian Speech
Interspeech
Kirill Borodin, Nikita Vasiliev, Vasiliy Kudryavtsev, Maxim Maslov, Mikhail Gorodnichev, Grach Mkrtchian
Improved Stochastic Optimization of LogSumExp
ICML
Egor Gladin, Alexey Kroshnin, Jia-Jie Zhu, Pavel Dvurechensky
Sensor-Aware Multi-Region Adversarial UNet for Downscaling Weather Fields
ACM/IEEE
Daniil Sukhorukov, Andrei Zakharov, Ilya Makarov
CADFS: A Big CAD Program Dataset and Framework for Computer-Aided Design with Large Language Models
CVPR
Vladislav Pyatov, Gleb Bobrovskikh, Saveliy Galochkin, Nikita Boldyrev, Oleg Voynov, Alexander Filippov, Gonzalo Ferrer, Peter Wonka, Evgeny Burnaev
Wikontic: A Tool for Building Knowledge Graphs from Text Aligned with the Wikidata Ontology
AAAI
Alla Chepurova, Aydar Bulatov, Mikhail Burtsev, Yuri Kuratov
Progressive Cramming: Reliable Token Compression and What It Reveals
ICML
Dmitrii Tarasov, Timofei Lashukov, Elizaveta Goncharova, Andrey Kuznetsov
Mitigating Collaborative Semantic ID Staleness in Generative Retrieval
SIGIR
Vladimir Baikalov, Iskander Bagautdinov, Sergey Myravyov
Anatomy of Unlearning: The Dual Impact of Fact Salience and Model Fine-Tuning
ACL
Anna Borisiuk, Andrey Savchenko, Alexander Panchenko, Elena Tutubalina
AAAI
Andrey V Galichin, Alexey Dontsov, Polina Druzhinina, Anton Razzhigaev, Oleg Rogov, Elena Tutubalina, Ivan Oseledets
Rate My Web Design? Using LLMs to Predict Human Subjective Ratings of Generated Web UI Prototypes
ICSE
Maxim Bakaev, Julian Grigera
GENEB: Why Genomic Models Are Hard to Compare
ICML
Ledneva Daria, Nuridinov Mikhail, Kuznetsov Denis
LDARNet: DNA Adaptive Representation Network with Learnable Tokenization for Genomic Modeling
ICML
Daria Ledneva, Denis Kuznetsov
GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent
ICML
Yuri Kuratov, Matvey Kairov, Aydar Bulatov, Ivan Rodkin, Mikhail Burtsev
OVSegDT: Segmenting Transformer for Open-Vocabulary Object Goal Navigation
CVPR
Tatiana Zemskova, Aleksei Staroverov, Dmitry Yudin, Aleksandr Panov
Interpretable Expert-Informed Epidemic Forecasting via Hybrid Mechanistic and LLM-Based Modeling
ACM SIGKDD
Dinara Gindullina, Vasiliy Leonenko
Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning
AAAI
Magauiya Zhussip,Dmitriy Shopkhoev, Ammar Ali, Stamatios Lefkimmiatis
BREPS: Bounding-Box Robustness Evaluation of Promptable Segmentation
AAAI
Andrey Moskalenko, Danil Kuznetsov, Irina Dudko, Anastasiia Iasakova, Nikita Boldyrev, Denis Shepelev, Andrei Spiridonov, Andrey Kuznetsov, Vlad Shakhuro
Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching
AAAI
Ivan Karpukhin, Andrey Savchenko
IJCAI
Ivan Karpukhin, Maksim Polesskii, Andrey Savchenko
T-ECD: A Large-Scale Cross-Domain E-Commerce Dataset for Industrial Recommender Systems
KDD
Kiryl Liakhnovich, Anna Nikiforova, Nikita Matveev, Maxim Skurikhin, Ilya Veselov, Marina Ananyeva
Speech-to-LATEX: New models and datasets for converting spoken equations and sentences
ICLR
Dmitrii Korzh, Dmitrii Tarasov, Artyom Iudin, Elvir Karimov, Matvey Skripkin, Nikita Kuzmin, Andrey Kuznetsov, Oleg Rogov, Ivan Oseledets
CoSpaDi: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning
EMNLP
Denis Makhov, Dmitriy Shopkhoev, Magauiya Zhussip, Ammar Ali, Stamatios Lefkimmiatis
Revisiting Autoregressive Models for Generative Image Classification
ECCV
Ilia Sudakov, Artem Babenko, Dmitry Baranchuk
Does VLA Even Know the Basics? Limitations in Commonsense and World Knowledge of VLA Models
EMNLP
Nikita Kachaev, Andrey Moskalenko, Matvey Skripkin, Nikita Kurlaev, Daria Pugacheva, Albina Burlova, Mikhail Kolosov, Denis Shepelev, Andrey Kuznetsov, Elena Tutubalina, Aleksandr Panov, Alexey Kovalev, Vlad Shakhuro
Revisiting Tree Search for LLMs: Gumbel and Sequential Halving for Budget-Scalable Reasoning
ICAPS
Leonid Ugadiarov, Yuri Kuratov, Aleksandr Panov, Alexey Skrynnik
OrthoFuse: Training-free Riemannian Fusion of Orthogonal Style-Concept Adapters for Diffusion Models
CVPR
Ali Aliev, Kamil Garifullin, Nikolay Yudin, Vera Soboleva, Alexander Molozhavenko, Ivan Oseledets, Aibek Alanov, Maxim Rakhuba
Interaction Field Matching: Overcoming Limitations of Electrostatic Models
ICLR
Stepan Manukhov, Alexander Kolesov, Vladimir V. Palyulin, Alexander Korotin
Multimodal Evaluation of Russian-language Architectures
EACL
Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov, Artem Safin, Maria Tikhonova, Alexander Kharitonov, Yulia Lyakh, Petr Surovtsev, Denis Shevelev, Vildan Saburov, Vasily Konovalov, Elisei Rykov, Ivan Sviridov, Amina Miftakhova, Ilseyar Alimova, Alexander Panchenko, Alexander Kapitanov, Alena Fenogenova
EACL
Maria Tikhonova, Viktoriia A. Chekalina, Artem Chervyakov, Alexey Zaytsev, Alexander Panchenko
DRAGOn: Designing RAG On Periodically Updated Corpus
EACL
Fedor Chernogorskii, Sergei Averkiev, Liliya Kudraleeva, Zaven Martirosian, Maria Tikhonova, Valentin Malykh, Alena Fenogenova
OffTrail: A Benchmark for Natural-Language Context in Recommendation beyond Interaction Histories
CIKM
Nikita Sukhorukov, Danil Gusak, Alisa Petrova, Alexey Kovalev, Aleksandr I. Panov, Evgeny Frolov
Towards Robust Speech Deepfake Detection via Human-Inspired Reasoning
Interspeech
Artem Dvirniak, Evgeny Kushnir, Dmitrii Tarasov, Artem Iudin, Oleg Kiriukhin, Mikhail Pautov, Dmitrii Korzh, Oleg Y Rogov
Don't Blind Your VLA: Aligning Visual Representations for OOD Generalization
AAMAS
Nikita Kachaev, Mikhail Kolosov, Daniil Zelezetsky, Alexey K. Kovalev, Aleksandr I. Panov
WeightLoRA: Keep Only Necessary Adapters
ACL
Andrey Veprikov, Vladimir Solodkin, Zyl Alexander, Andrey Savchenko, Aleksandr Beznosikov
Methods for optimization problems with markovian stochasticity and non-euclidean geometry
AAAI
Vladimir Solodkin, Andrey Veprikov, Alexander Chernyavskiy, Aleksandr Beznosikov
SimplexLoRA: Dynamic Rank Updating via Alternating Minimization with Simplex Projection
EMNLP
Shalygin Igor, Grigorii Davydenko, Andrey Veprikov, Aleksey Antonov, Nikolay Bushkov, Stanislav Moiseev, Aleksandr Beznosikov
Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration
CVPR
Danil Tokhchukov, Aysel Mirzoeva, Andrey Kuznetsov, Konstantin Sobolev
Scaling Recommender Transformers to One Billion Parameters
ACM KDD
Kirill Khrylchenko, Artem Matveev, Sergei Makeev, Vladimir Baikalov
Revisiting IPS-based Algorithms for Off-Policy Evaluation of Contextual Bandits
WWW
Daria Korovaitceva, Marina Sheshukova, Evgeny Frolov, Sergey Samsonov
From Pixels to Reality: Physical-Digital Patch Attacks on Real-World Camera
PERCOM
Victoria Leonenkova, Ekaterina Shumitskaya, Dmitriy Vatolin, Anastasia Antsiferova
Matrix-Free Two-to-Infinity and One-to-Two Norms Estimation
AAAI
Askar Tsyganov, Evgeny Frolov, Sergey Samsonov, Maxim Rakhuba
Bradley-Terry Rankings for Recommender Systems Across Dataset Taxonomies
ACM KDD
Ekaterina Grishina, Stepan Kuznetsov, Askar Tsyganov, Ilya Ivanov, Daria Korovaitceva, Margarita Rusanova, Uliana Parkina, Alexander Derevyagin, Evgeny Frolov, Sergey Samsonov, Anton Lysenko
Rethinking the Role of Tensor Decompositions in Post-Training LLM Compression
EMNLP
Artur Zagitov, Alexander Miasnikov, Maxim Krutikov, Vladimir Aletov, Gleb Molodtsov, Nail Bashirov, Aleksandr Beznosikov
High-Probability Bounds for the Last Iterate of Clipped SGD
ICLR
Savelii Chezhegov, Daniela Angela Parletta, Andrea Paudice, Eduard Gorbunov
Pay Attention to Attention Distribution: A New Local Lipschitz Bound for Transformers
ECCV
Nikolay Yudin, Sergei Kudriashov, Alexander Gaponov, Maxim Rakhuba
ACL
Zoya Volovikova, Nikita Sorokin, Dmitriy Lukashevskiy, Aleksandr Panov, Alexey Skrynnik
Cross-Domain Sequential Recommendation with Representation-Level User Transfer
CIKM
Abdulaziz Samra, Nikita Sukhorukov, Alexey GrishanovSber, Alexey Vasilev, Evgeny Frolov
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
ICLR
Nikita Maksimovich Kornilov, David Li, Tikhon Mavrin, Aleksei Leonov, Nikita Gushchin, Evgeny Burnaev, Iaroslav Sergeevich Koshelev, Alexander Korotin
Tight Bounds for Schrödinger Potential Estimation in Unpaired Data Translation
ICLR
Nikita Puchkin, Denis Suchkov, Alexey Naumov, Denis Belomestny
Approximation Rates for Schrödinger Bridge Potentials via Fixed-Point ERM
UAI
Denis Belomestny, Alexey Naumov, Nikita Puchkin, Denis Suchkov
ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL Problems
ICLR
Egor Cherepanov, Alexey K. Kovalev, Aleksandr I. Panov
InfoBridge: Mutual Information estimation via Bridge Matching
ICLR
Sergei Kholkin, Ivan Butakov, Evgeny Burnaev, Nikita Gushchin, Alexander Korotin
FactRot: Auditing Typed Fact Survival Under Iterative LLM Rewriting
EMNLP
Vladislav Kulikov, Mikhail Mozikov, Aleksei Stepin, Boris Tostokulakov, Artyom Kabanov, Nasonov Ivan, Nikita Glazkov, Ilya Makarov
Cheap Talk, Real Stakes: Commitment and Exploitation in Human-LLM Strategic Interaction
NeurIPS
Artyom Kabanov, Mikhail Mozikov, Sergei Volchkov, Igor Gorobets, Daniil Shirshin, Alena Kriuchenkova, Bykov Nikita, Valeria Bodishtianu, Nikita Severin, Sergey Muravyov, Andrey Savchenko, Ilya Makarov
ICLR
Xavier Aramayo Carrasco, Grigoriy Ksenofontov, Aleksei Leonov, Iaroslav Sergeevich Koshelev, Alexander Korotin
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem
NeurIPS
Xavier Aramayo Carrasco, Maksim Nekrashevich, Petr Mokrov, Evgeny Burnaev, Alexander Korotin
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation
ICML
Daniil Selikhanovych, David Li, Aleksei Leonov, Nikita Gushchin, Sergei Kushneriuk, Alexander Filippov, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting
ICLR
Sergei Kholkin, Grigoriy Ksenofontov, David Li, Nikita Kornilov, Nikita Gushchin, Alexandra Suvorikova, Alexey Kroshnin, Evgeny Burnaev, Aleksandr Korotin
A Statistical Learning Perspective on Semi-Dual Adversarial Neural Optimal Transport Solvers
ICLR
Roman Tarasov, Petr Mokrov, Milena Gazdieva, Evgeny Burnaev, Alexander Korotin
Gaussian Approximation and Multiplier Bootstrap for Stochastic Gradient Descent
AISTATS
Marina Sheshukova Sergey Samsonov Denis Belomestny Eric Moulines Qi-Man Shao Zhuo-Song Zhang Alexey Naumov
Enriching Sequential Recommendation with Graph Laplacian Positional Embeddings
CIKM
Ekaterina Trushkova, Artur Gimranov, Anton Lysenko
LayerVerse: Finding the Sweet Spot for KV-Injection in Training-Free Image Editing
ECCV
Mikhail Zhirnov, Arsen Kuzhamuratov, Andrey Kuznetsov, Ivan Oseledets, Konstantin Sobolev
Multiple Descent of Generalization Curve for Optimally Regularized Ridge Regression
NeurIPS
Maxim Bochkov, Fedor Noskov
NeurIPS
Daniil Shlenskii, Nikita Gushchin, Lev Novitskiy, Dmitry V Dylov, Alexander Korotin
Unlocking the Duality between Flow and Field Matching
NeurIPS
Daniil Shlenskii, Alexander Varlamov, Nazar Buzun, Alexander Korotin
TUBE: Tangent Upper Bound on Evidence for Discrete Diffusion Language Models
NeurIPS
Arseny Ivanov, Sergei Kholkin, Vladislav Gromadskii, Grigoriy Ksenofontov, Ivan Oseledets, Alexander Korotin
GeoPair: Geometry-Preserving Cross-Layer Factorization for Training-Free Transformer Compression
NeurIPS
Baher Mohammad, Ammar Ali, Stamatios Lefkimmiatis
Tensorion: A Tensor-Aware Generalization of the Muon Optimizer
NeurIPS
Vladimir Bogachev, Vladimir Aletov, Alexander Molozhavenko, Sergei Kudriashov, Maxim Rakhuba
COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression
NeurIPS
Denis Makhov, Dmitriy Shopkhoev, Magauiya Zhussip, Ammar Ali, Baher Mohammad, Stamatios Lefkimmiatis
GeomMotif: A Benchmark for Arbitrary Geometric Preservation in Protein Generation
ICLR
Pavel Strashnov, Andrey Shevtsov, Viacheslav Meshchaninov, Olga Kardymon, Dmitry Vetrov
Trust the Context, Not the Weights: Faithful Multi-Hop QA via Synthetic Mid-Training
EMNLP
Maksim Savkin, Mikhail Goncharov, Alexander Gambashidze, Alla Chepurova, Dmitrii Tarasov, Timur Ionov, Nikita Andriianov, Daria Pugacheva, Ivan Oseledets, Vasily Konovalov, Andrey V. Galichin
NeurIPS
Ammar Ali, Baher Mohammad, Denis Makhov, Dmitriy Shopkhoev, Magauiya Zhussip, Stamatios Lefkimmiatis
FreeFlow: A Bias-free Hierarchical Transformer for Optical Flow Estimation
ECCV
Vladislav Bargatin, Alexander Yakovenko, Khaled Abud, Dmitriy Vatolin
Dual-Camera Multi-Reference Smartphone Super-Resolution
SIGGRAPH ASIA
Alexander Yakovenko, Aleksei Denisov, Iaroslav Koshelev, Violetta Firyaridi, Aleksei Leonov, Xueyi Zou