Accepted Papers
Note that the titles/authors may change and papers may be withdrawn. For the final titles/authors, please refer to the proceedings when they are out.
Data Analysis and Machine Learning
LNCS
TopGen-IC: Inter-Class Cross-Persistent Homology Features for Time-Series Classification
Alexander Mironenko, Evgeny Burnaev, Serguei Barannikov
Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data
Nursultan Askarbekuly, Mohamad Al Mdfaa, Ahmed Helaly, Gonzalo Ferrer, Manuel Mazzara
Theoretical Limits of Embedding‑Based Retrieval Revised for Imbalanced Recommendation Data
Aleksei Tsyplov, Andrey Shulga
Quality-Performance Trade-offs in Level-of-Detail Systems: A Multi-Method Evaluation Combining Objective Metrics, Human Perception, and Runtime Profiling
Dias Rustembek
Towards Non-Commutative Algebras: Reproducing and Extending Mechanistic Interpretability on Finite Rings
Daniil Sereda
CCIS
Patterns of Cognitive, Affective, and Task Regulation in Learning Through Clustering
Hector F Gomez A
The Meter Lied: Electricity Fraud Detection with Learned Representations, Ranked Features, and Calibrated Uncertainty
Bharani Jayakumar, Zubair Shaik, Arndt Telschow, Andreas Mitschele-Thiel, Daniil Akeldov
Interpretable Machine Learning for Sparse Industrial Failure Risk Ranking: A Case Study of Corrosion-Related Production Tubing
Dmitrii Andreevich Kornienko, Bazhukov Sergei, Simonov Maxim
Land Cover Classification in Kazakh Steppes Using Sentinel-2 Spectral Indices and Settlement Proximity: A Machine Learning Approach
Milana Pak, Assiya Baubekova
Loss Ratio Scoring and Constrained Three-Tier Pricing for Compulsory Motor Insurance: A Case Study from Kazakhstan
Adilkhan Zhumabekov
Class-specific feature-preserving augmentation of Raman spectra via multivariate curve resolution
Irina Matveeva
A Bounded Hybrid Activation for Structural Guarantees in Sparse Autoencoders
Savenkov Viktor, Andrey Philippovich
Learning-Assisted Candidate-Set Generation for Constraint-Aware Drilling Schedule Optimization
Dmitrii Andreevich Kornienko, Konstantin Pechko, Maxim Malakhovsky, Bazhukov Sergei, Simonov Maxim
Computer Vision
LNCS
Prediction-Level Quality Gating for Multimodal Emotional Mimicry Intensity Estimation
Danila D. Tsarev, Andrey Savchenko
Narrowing the Gap to Real LiDAR: Pseudo-LiDAR Generation for BEV 3D Detection
Maksim Tislenko, Andrey Kuznetsov
MC-DeTra: Motion-Consistent Joint Object Detection and Socially-Aware Trajectory Forecasting in Bird’s-Eye View Images
Vladislav Diuzhev, Dmitry Yudin
AOV-GS: Active Open-Vocabulary Semantic Mapping with 3D Gaussian Splatting
Rodion Shkokov, Tatiana Zemskova, Dmitry Yudin
TurkicOCR-SVTRv2-B: Lightweight Line-Grounded Recognizer for Kazakh and Kyrgyz Optical Character Recognition
Alen Issayev, Aidana Zhalgas
CCIS
CAIID: CerebraAI Ischemic Dataset
Sergey Khvan, Zhuldyz-Zhan
I-CELLO: Indoor CPU-Efficient Local-and-Global LiDAR Online-Localization
Ariuna Bairova, Alexander Menshchikov, Anastasiia Kornilova
Judge-in-the-Loop: Fine-Grained Reward-Guided Policy Optimization of Text-to-Image Diffusion Models
Dubanaeva Dinaiym Maratovna
A Cross Validation Approach to Predict and Classify Alzheimer’s Disease at Early Stages using Custom CNN, ResNet-18, and MobileNet-V3
Waseem Bacha, Andrey Philippovich
Lightweight Wind Turbine Blade Damage Segmentation in UAV Imagery via Divergence-Aware Pruning
Aleksei Samarin, Anastasia Mamaeva, Egor Kotenko, Toropov Aleksei, Artem Nazarenko, Savelev Aleksandr, Alexandr Motyko, Julia Afonina, Elena Mikhailova, Valentin Malykh
Natural Language Processing
LNCS
Token Overflow: Detecting and Mitigating Failures in Soft Context Compression
Julia Belikova, Danila Rozhevskii, Dennis Svirin, Maksim Makarenko, Alexander Panchenko
Beyond Domain Shift: Annotation Mismatch in Neural Lemmatization
Andrei Movsesian
Evidence-Grounded Validation of Absent Keyphrases in Russian Scientific Abstracts
Kamil Yaushev, Natalia V Loukachevitch
Detecting AI-Generated User Reviews in Kazakh: A Study on BERT Model Performance and False Positive Reduction
Daulet Anekesh, Irina Ualiyeva
TheoremBench: Evaluating LLMs on Theorem Proving in Formal Mathematics
QuocViet Pham, Elvir Karimov, Andrey V. Galichin, Ivan Oseledets
CEFR-oriented Russian Text Simplification Using Reinforcement Learning
Kristina Mustakova, Alexey Sorokin
Beyond Attention: Module-Level Refusal Directions in Mamba-Based Hybrid Language Models
Artem Kirilchuk, Valentin Malykh
Improving Low-Resource Morpheme Segmentation via Cross-Lingual Sequential Fine-Tuning
Dmitry Morozov, Alexander Shaimukhamedov
Knowledge Graph Question Answering with LLM-based SPARQL Query Generation for Wikidata
Oleynikov Sergey, Natalia V Loukachevitch
A Russian-Kazakh Neural Machine Translation System for Low-Resource Translation
Anna Lebedeva
Natural Language Code Retrieval for 1C:Enterprise: An Open Benchmark and Efficient Bi-Encoder
Konstantin Chesnokov, Chingiz Mingazov
A Retrieval-Augmented Pipeline for Hittite-to-English Translation from Transliteration
Konstantin Kalinowski, Valentin Malykh
Which Values Do LLMs Confuse? A Schwartz-Based Recognition Study
Andrei Chetvergov, Stepan Ukolov, Timofei Sivoraksha, Alexander Evseev, Mikhail Solovev, Kuschenko Valeriia, Maria Chistyakova, Sergey Bolovtsov
A Meta-Study of Hallucination Detection Across Provenance, Typology, and Granularities
Julia Belikova, Elisei Rykov
Modeling the Chronotope: Predicting Time and Space in Russian Fictional Texts
Anna Glazkova, Svetlana Savchuk, Dmitry Morozov
“Murzik, Are You Happy?”: Emotional Variation in Everyday Youth Speech in Relation to Speakers’ Social Roles
Tatiana Sherstinova, Margarita Kirina
Regional Affective Differences in LLMs
Andrei Chetvergov, Alexander Evseev, Mikhail Solovev, Timofei Sivoraksha, Stepan Ukolov, Kuschenko Valeriia, Maria Chistyakova, Sergey Bolovtsov
CCIS
Calibrated Perplexity for Robust AI-Generated Text Detection Across Languages and Genres
Vladimir Chaikin, Anastasia Voznyuk
Automated Detection and Classification of Opinion Polarization
Anna Fadeeva, Maria Tikhonova
Kyrgyz-Russian Code-Switching Detection in Social Media Texts Using Machine Learning
Ayim Shaimbetova, Akylai Topoeva
MixDetox: A Hybrid Data-Driven Approach to Text Detoxification for Low-Resource Languages
Bogdan Monogov, Ilseyar Alimova, Alexander Panchenko
A Study of Byte-Level Models with Dynamic Chunking in the Code Domain
Nikita Sergeev, Vladimir V. Ivanov
MedSETNER: A Benchmark Corpus for Extracting Dataset Names from Medical Scientific Literature
Taqi Haider, Nawazish Hussain, Syed Muhammad Irtiza Zaidi, Evgeniy Nikolaevich Pavlovskiy
KidLit by Numbers: A Domain-Specific Annotation Methodology for Sentiment and NER in Russian 0+ Children’s Literature
Daria Gavrilik, Vasilisa Pankova, Aleksandra Ostraia
Prompting vs. Decoding: What Controls Keyphrase Generation in LLMs?
Anna Glazkova, Olga Mitrofanova, Dmitry Morozov
Building an NLP Pipeline for Kazakh-Language Library Collections: Stop-Word Extraction and Genre Classification
Iskander Akhmetov
RuFinQA: A Massive Multi-Task Reasoning Benchmark for Russian Financial Report Understanding
Arabov Mullosharaf Kurbonovich, Rustam Burnashev
Network Analysis
LNCS
Machine Learning Boosting via Statistical and Foundation Models in a Directed Acyclic Graph Architecture
Daniil Mikhailenko, Denis Nikoshin, Lev Matveev, Konstantin Yashin, Sovetsky Alexander, Radik D. Zinatullin, Alexander Matveyev, Vladimir Y. Zaitsev, Nataliya Matveeva
Narrative Graph Construction and Temporal Network Analysis of the Ramayana: A Complex Systems Approach to Epic Literature
Vivek Mathur, ARUSH SACHDEVA, Rishiveer Yadav Angirekula, Harsh Gupta
Agent-Based Modeling of Decentralized Network Formation: A Distance-Based Utility Approach.
Meirzhan Kurmanov, Alejandro Melo Ponce
CCIS
ClaimGraph-BT: Automated Claim Extraction and Cross-Paper Comparison for Brain Tumor AI Literature
Nawazish Hussain, Taqi Haider, Evgeniy Nikolaevich Pavlovskiy
Teleportation-Enhanced f-Eigenvector Centrality for Sparse Multilayer Graphs
Kurbatskii Vyacheslav, Sergey Matveev
A Network-Effect Analysis of a Russian Academic Big-Data Consortium
Irina Pavlova, Iuliia Kovner