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

From Visual to Multimodal: Systematic Ablation of Encoders and Fusion Strategies in Animal Identification

CVPR Workshop

Vasiliy Kudryavtsev; Kirill Borodin; German Berezin; Kirill Bubenchikov; Grach Mkrtchian; Alexander Ryzhkov

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

Progressive Cramming: Reliable Token Compression and What It Reveals

ICML

Dmitrii Tarasov, Timofei Lashukov, Elizaveta Goncharova, Andrey Kuznetsov

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

Mitigating Collaborative Semantic ID Staleness in Generative Retrieval

SIGIR

Vladimir Baikalov, Iskander Bagautdinov, Sergey Myravyov