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Ilya Makarov

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

103

Venues

21

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

103 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIFramework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense.Kirill Lukianov, Mikhail Drobyshevskiy, Georgii V. Sazonov, Mikhail Soloviov, Ilya Makarov
2026AAAIRESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents.Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh, Ilya Makarov, Andrei Osiptsov, Aleksandr Volkov, Yury Maximov
2026AAAIRESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents (Student Abstract).Roman Sultimov, Mikhail Mozikov, Dmitrii Abramov, Mariia Kovalchuk, Maksim Malykh, Aleksandr Volkov, Ilya Makarov, Andrei Osiptsov, Yury Maximov
2026CHIHuman-in-the-Loop Egyptology: A System for Ancient Egyptian Text Study.Innokentiy Humonen, Maksim Golyadkin, Valeria Rubanova, Ekaterina Alexandrova, Alexandre A. Loktionov, Ilya Makarov
2026ECIRPre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation.Nikita Severin, Danil Kartushov, Vladislav Urzhumov, Vladislav Kulikov, Oksana Konovalova, Alexey Grishanov, Anton Klenitskiy, Artem Fatkulin, Alexey Vasilev, Andrey V. Savchenko, Ilya Makarov
2026WWWBeyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models.Harry Proshian, Nikita Severin, Sergey I. Nikolenko, Ivan Kireev, Andrey V. Savchenko, Ivan Sergeev, Maria Postnova, Ilya Makarov
2026SIGIRSOMIN: Agentic AI for Automating Professional Visibility and Countering Content Homogenization.Aleksandr Farseev, Kirill Lepikhin, Kevin Manuel, Maksim Gorodilov, Zhao Kui, Ilya Makarov, Jaime Francisco Maldonado, Ian Cassidy, Ronan Byrne
2026SENSYSDemo Abstract: Hierarchical Hexagonal Spatial Data Representation in Sparse Sensor Networks: A Case Study in Regional Forest Fire Prediction.Anton Yu. Dolganov, Alexander Kaliberda, Aleksandr Kovalenko, Ilya Makarov, Egor Sekerin, Ilya Sekerin, Mikhail Ronkin
2026SENSYSPoster Abstract: System-Level Compensation of Ultra-Low-Resolution Infrared Sensing at the Edge.Alexandra Khalyasmaa, Stanislav A. Eroshenko, Pavel V. Matrenin, Aleksandr Kovalenko, Ilya Makarov
2026SENSYSPoster Abstract: AI-Driven Calibration for FMCW-Interferometry Clamp-on Ultrasonic Sensors.Ivan Korelin, Ilya Bolkisev, Aleksandr Kovalenko, Ilya Makarov, Alexey Kalmykov, Mikhail Ronkin
2026SENSYSPoster Abstract: Parallel Graph Neural Network Ensemble with Learnable Adjacency Matrices for Efficient Human Activity Recognition.Aleksandr Kovalenko, Miron Makhlin, Dmitry Zhevnenko, Artem V. Nikonorov, Ilya Makarov
2026SENSYSPoster Abstract: MemSARAD: Hybrid Spatial-Memory Modeling for Industrial Sensing Systems.Alina Kozhevnikova, Andrei Zakharov, Ilya Makarov
2026SENSYSDemo Abstract: An Interactive Framework for Interpretable Fault Diagnosis with Graph Neural Networks.Alexander Kozhevnikov, Maria Shtark, Petr Ivanov, Aleksandr Kovalenko, Dmitry Zhevnenko, Viacheslav Vasilev, Artem V. Nikonorov, Ilya Makarov
2026SENSYSPoster Abstract: Kriging-Guided Fusion with Budget-Adaptive Learned Compression for Spatial Field Reconstruction in WSNs.Vladislav Kulikov, Boris Tolstokulakov, Aleksei Stepin, Mikhail Mozikov, Ilya Makarov
2026SENSYSPoster Abstract: Physiology-Aware Foundation Models for Robust and Interpretable EEG Sensing.Zarina Maksudova, Denis Shestakov, Ilia Semenkov, Anastasia Bernovek, Ilya Makarov, Alex Ossadtchi
2026SENSYSPoster Abstract: Hydro-Meteorological Edge Network for Inflow Monitoring Forecasting.Pavel V. Matrenin, Stanislav A. Eroshenko, Alexandra Khalyasmaa, Aleksandr Kovalenko, Viacheslav Vasilev, Ilya Makarov
2026SENSYSDemo Abstract: A Snapshot Hyperspectral Camera Add-On for Real-Time Face Anti-Spoofing.Artem Muzyka, Andrey Makarov, Alexey Pronin, Daniil Vladimirov, Andrei Korepanov, Sofya Podtikhova, Ilya Makarov, Egor I. Ershov, Andrey Rastorguev, Roman V. Skidanov, Artem V. Nikonorov
2026SENSYSPoster Abstract: Drop-In Diffractive Hyperspectral Module for Face Anti-Spoofing.Alexey Pronin, Daniil Vladimirov, Andrei Korepanov, Artem Muzyka, Andrey Makarov, Sofya Podtikhova, Ilya Makarov, Egor I. Ershov, Andrey Rastorguev, Roman V. Skidanov, Artem V. Nikonorov
2026SENSYSPoster Abstract: An On-Device Real-Time Computer Vision System for Rock Fragmentation Estimation in Open-Pit Mining.Artem Sorokin, Kirill Reshetnikov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Ronkin
2026SENSYSDemo Abstract: Prompt2Edge - An Autonomous Machine Learning System for Edge Devices.Aleksei Stepin, Vladislav Kulikov, Boris Tolstokulakov, Mikhail Mozikov, Ilya Makarov
2026SENSYSPoster Abstract: Sensor-Aware Multi-Region Adversarial UNet for Downscaling Weather Fields.Daniil Sukhorukov, Andrei Zakharov, Ilya Makarov
2026SENSYSPoster Abstract: On-Device Spectral Learning for EV Battery Capacity Estimation from Charging Telemetry.Andrei Zakharov, Ilya Makarov
2026SENSYSPoster Abstract: Benchmarking 2D Latent Degradation Spaces for Monitoring-Ready PdM.Dmitry Zhevnenko, Ilya Makarov, Aleksandr Kovalenko
2026SENSYSPoster Abstract: Q-Count, Single-Link Wifi CSI People Counting in Quasi-Static Offices.Dmitry Zhevnenko, Ilya Makarov, Aleksandr Kovalenko, Evgenii Chernyshov, Alexandr Khrushchev, Artem Mkhitarian, Mikhail Makarov, Timur Asyaev
2026SENSYSPoster Abstract: HiSim - Sensor-Stream Cosine Health Index for Early-Stage Monitoring.Dmitry Zhevnenko, Ilya Makarov, Petr Michailov
2025ACLATGen: A Framework for Active Text Generation.Akim Tsvigun, Daniil Vasilev, Ivan Tsvigun, Ivan Lysenko, Talgat Bektleuov, Aleksandr Medvedev, Uliana Vinogradova, Nikita Severin, Mikhail Mozikov, Andrey V. Savchenko, Ilya Makarov, Rostislav Grigorev, Ramil Kuleev, Fedor Zhdanov, Artem Shelmanov
2025ICCVMEH: A Multi-Style Dataset and Toolkit for Advancing Egyptian Hieroglyph Recognition.Maksim Golyadkin, Valeria Rubanova, Aleksandr Utkov, Dmitry Nikolotov, Ilya Makarov
2025IJCAISearch Swarm: Multiagent Large Language Models Framework for E-commerce Product Search.Nagim Isyanbaev, Ilya Makarov
2025IJCAIMachine Learning Driven Optimization of Fe-Based TMCs for Photodynamic Therapy.Vladimir Manuilov, Antonio Francs-Monerris, Abdelazim M. A. Abdelgawwad, Daniel Escudero, Ilya Makarov
2025ISMARAutomatic Image Translation of Long Ancient Egyptian Texts for Augmented Reality Applications.Innokentiy Humonen, Maksim Golyadkin, Danil Kalin, Ilya Makarov
2025MOBICOMPoster: Car2Vec: Task-Agnostic Latent Embeddings from CAN Bus for Efficient V2X Communication.Aleksandr Kovalenko, Ahmad Ahmad, Alexander Karandeev, Alexey Maslov, Dmitry Zhevnenko, Ilya Makarov
2025SIGGRAPHAutomatic Interpretation of Ancient Egyptian Texts for Education and Research.Maksim Golyadkin, Innokentiy Humonen, Yanis Plevokas, Ekaterina Bureeva, Ekaterina Alexandrova, Ilya Makarov
2025WACVClosing the Domain Gap in Manga Colorization via Aligned Paired Dataset.Maksim Golyadkin, Ianis Plevokas, Ilya Makarov
2025SENSYSPoster Abstract: Exploring the Autoencoder Sequence Pooling.Petr Ivanov, Alexander Kozhevnikov, Maria Shtark, Ilya Makarov
2025SENSYSPoster Abstract: Autonomous AI-Driven Grid Protection: Sub-Cycle Fault Response via NPU-Optimized Neural Networks.Aleksandr Kovalenko, Aleksey Evdakov, Galina Filatova, Andrey Yablokov, Aleksandr Bulashov, Ilya Makarov
2025SENSYSPoster Abstract: Minimizing Labeling Efforts for Fault Detection and Diagnosis.Maria Shtark, Alexander Kozhevnikov, Petr Ivanov, Ilya Makarov
2024CVPRWeak-to-Strong 3D Object Detection with X-Ray Distillation.Alexander Gambashidze, Aleksandr Dadukin, Maksim Golyadkin, Maria Razzhivina, Ilya Makarov
2024ECAICA-SER: Cross-Attention Feature Fusion for Speech Emotion Recognition.Bashar M. Deeb, Andrey V. Savchenko, Ilya Makarov
2024ECAIInsideOut: Unifying Emotional LLMs to Foster Empathy.Mikhail Mozikov, Nikita Severin, Maria Glushanina, Mikhail Baklashkin, Andrey V. Savchenko, Ilya Makarov
2024ECAIDevice-Specific Facial Descriptors: Winning a Lottery with a SuperNet.Andrey V. Savchenko, Dmitry Maslov, Ilya Makarov
2024ICDMVIA AI: Reliable Deep Reinforcement Learning for Traffic Signal Control.Matvey Gerasyov, Dmitrii Kiselev, Maxim Beketov, Ilya Makarov
2024ICDMVideo-based learning of sign languages: one pre-train to fit them all.Maxim Novopoltsev, Aleksandr Tulenkov, Ruslan Murtazin, Roman Akhidov, Iuliia Zemtsova, Emilia Bojarskaja, Daria Bondarenko, Andrey V. Savchenko, Ilya Makarov
2024ICDMGo-Kart Racing Simulator for Reinforcement Learning with Augmented Sim2Real Adaptation.Ildar Nurgaliev, Andre Kuzminykh, Andrey V. Savchenko, Ilya Makarov
2024ICDMLLM-KT: A Versatile Framework for Knowledge Transfer from Large Language Models to Collaborative Filtering.Nikita Severin, Aleksei Ziablitsev, Yulia Savelyeva, Valeriy Tashchilin, Ivan Bulychev, Mikhail Yushkov, Artem Kushneruk, Amaliya Zaryvnykh, Dmitrii Kiselev, Andrey V. Savchenko, Ilya Makarov
2024IJCAIDo You Remember the Future? Weak-to-Strong Generalization in 3D Object Detection.Alexander Gambashidze, Aleksandr Dadukin, Maksim Golyadkin, Maria Razzhivina, Ilya Makarov
2024IJCAISensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes (Abstract Reprint).Maksim Golyadkin, Vitaliy Pozdnyakov, Leonid Zhukov, Ilya Makarov
2024IJCAIPlug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring.Maksim Golyadkin, Maria Shtark, Petr Ivanov, Alexander Kozhevnikov, Leonid Zhukov, Ilya Makarov
2024IJCAIAADMIP: Adversarial Attacks and Defenses Modeling in Industrial Processes.Vitaliy Pozdnyakov, Aleksandr Kovalenko, Ilya Makarov, Mikhail Drobyshevskiy, Kirill S. Lukyanov
2024ISMARPose Networks Unveiled: Bridging the Gap for Monocular Depth Perception.Yazan Dayoub, Andrey V. Savchenko, Ilya Makarov
2024ISMARBenchmarking and Data Synthesis for Colorization of Manga Sequential Pages for Augmented Reality.Maksim Golyadkin, Sergey Saraev, Ilya Makarov
2024SISYA Survey on Sim-to-Real Transfer Methods for Robotic Manipulation.Andrei Pitkevich, Ilya Makarov
2023AISTApplication of Multimodal Machine Learning for Image Recommendation Systems.Mikhail Foniakov, Anatoly Bardukov, Ilya Makarov
2023AISTGesture Recognition on Video Data.Georgy Gunkin, Ilya Makarov
2023AISTWhether Large Language Models Learn at the Inference Stage? Effects of Active Learning and Labelling with LLMs on their Reasoning.Vladlen Kulikov, Radoslav Neychev, Ilya Makarov
2023AISTSemantic-Aware GAN Manipulations for Human Face Editing.Khlusov Pavel, Ilya Makarov
2023ISMARMonoVAN: Visual Attention for Self-Supervised Monocular Depth Estimation.Ilia Indyk, Ilya Makarov
2023ISMARSwiftDepth: An Efficient Hybrid CNN-Transformer Model for Self-Supervised Monocular Depth Estimation on Mobile Devices.Albert Luginov, Ilya Makarov
2023IWANNEfficient Transformer for Video Summarization.Tatiana Kolmakova, Ilya Makarov
2023IWANNLong-Term Hail Risk Assessment with Deep Neural Networks.Mikhail Mozikov, Ivan Lukyanenko, Ilya Makarov, Alexander Bulkin, Yury Maximov
2023IWANNIterative Graph Embedding and Clustering.Artem Oborevich, Ilya Makarov
2023IWANNChemistry-Wise Augmentations for Molecule Graph Self-supervised Representation Learning.Evgeniia Ondar, Ilya Makarov
2023IWANNLAPUSKA: Fast Image Super-Resolution via LAPlacian UpScale Knowledge Alignment.Aleksei Pokoev, Ilya Makarov
2023IWANNEfficient Blind Image Super-Resolution.Olga Vais, Ilya Makarov
2023RecSysTi-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems.Nikita Severin, Andrey V. Savchenko, Dmitrii Kiselev, Maria Ivanova, Ivan Kireev, Ilya Makarov
2023SISYFinancial Trading via Reinforcement Learning and Convolutional Neural Networks.Ka Yeung Lam, Ilya Makarov
2022ISMARExploring Efficiency of Vision Transformers for Self-Supervised Monocular Depth Estimation.Aleksei Karpov, Ilya Makarov
2022SISYCuriosity-driven Exploration in VizDoom.Evgeniya Mikhaylova, Ilya Makarov
2022SISYMulti-Modal Deep Reinforcement Learning in ViZDoom with Audio Component.Artem Sayapin, Ilya Makarov
2022SISYAttention-based Models in Self-supervised Monocular Depth Estimation.Kirill Svidovskii, Ilia Semenkov, Ilya Makarov
2022SISYMulti-modal RGBD Attention Fusion for Dense Depth Estimation.Kirill Zhingalov, Aleksei Karpov, Ilya Makarov
2021AISTResearch Papers Recommendation.Olga Gerasimova, Anna Lapidus, Ilya Makarov
2021AISTContext-Based Text-Graph Embeddings in Word-Sense Induction Tasks.Leonid Sherstyuk, Ilya Makarov
2021AISTTransformer-Based Deep Reinforcement Learning in VizDoom.Vitalii Sopov, Ilya Makarov
2021AISTOutfit Recommendation using Graph Neural Networks via Visual Similarity.Diana Zagidullina, Ilya Makarov
2021AISTDepression Detection by Person's Voice.Evgeniya Zavorina, Ilya Makarov
2021ISMARDepth Inpainting via Vision Transformer.Ilya Makarov, Gleb Borisenko
2021IWANNDeep Reinforcement Learning in VizDoom via DQN and Actor-Critic Agents.Maria Bakhanova, Ilya Makarov
2021IWANNInstagram Hashtag Prediction Using Deep Neural Networks.Anna Beketova, Ilya Makarov
2021IWANNFast Depth Reconstruction Using Deep Convolutional Neural Networks.Dmitrii Maslov, Ilya Makarov
2021IWANNHotel Recognition via Latent Image Embeddings.Boris Tseytlin, Ilya Makarov
2020AISTHuman Action Recognition for Boxing Training Simulator.Anton Broilovskiy, Ilya Makarov
2020AISTSemi-automatic Manga Colorization Using Conditional Adversarial Networks.Maksim Golyadkin, Ilya Makarov
2020AISTAutomated Image and Video Quality Assessment for Computational Video Editing.Konstantin Lomotin, Ilya Makarov
2020AISTFederated Learning in Named Entity Recognition.Efim Luboshnikov, Ilya Makarov
2020AISTPrediction of News Popularity via Keywords Extraction and Trends Tracking.Alexander Pugachev, Anton Voronov, Ilya Makarov
2020AISTCommunity Detection Based on the Nodes Role in a Network: The Telegram Platform Case.Kseniia Tikhomirova, Ilya Makarov
2019AISTDeep Reinforcement Learning Methods in Match-3 Game.Ildar Kamaldinov, Ilya Makarov
2019AISTPrediction of New Itinerary Markets for Airlines via Network Embedding.Dmitrii Kiselev, Ilya Makarov
2019AISTAmerican and Russian Sign Language Dactyl Recognition and Text2Sign Translation.Ilya Makarov, Nikolay Veldyaykin, Maxim Chertkov, Aleksei Pokoev
2019IWANNLink Prediction Regression for Weighted Co-authorship Networks.Ilya Makarov, Olga Gerasimova
2018AISTJoint Node-Edge Network Embedding for Link Prediction.Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Ksenia Korovina, Leonid E. Zhukov
2018AISTCo-authorship Network Embedding and Recommending Collaborators via Network Embedding.Ilya Makarov, Olga Gerasimova, Pavel Sulimov, Leonid E. Zhukov
2018AISTVoronoi-based Path Planning based on Visibility and Kill/Death RatioTactical Component.Ilya Makarov, Pavel Polyakov, Roman Karpichev
2018ISMARFast Depth Map Super-Resolution Using Deep Neural Network.Alisa Korinevskaya, Ilya Makarov
2018SIGGRAPHRealistic post-processing of rendered 3D scenes.Anastasia Feygina, Dmitry I. Ignatov, Ilya Makarov
2017AISTScientific Matchmaker: Collaborator Recommender System.Ilya Makarov, Oleg Bulanov, Olga Gerasimova, Natalia Meshcheryakova, Ilia Karpov, Leonid E. Zhukov
2017AISTLearning to Play Pong Video Game via Deep Reinforcement Learning.Ilya Makarov, Andrej Kashin, Alisa Korinevskaya
2017AISTPredicting Winning Team and Probabilistic Ratings in "Dota 2" and "Counter-Strike: Global Offensive" Video Games.Ilya Makarov, Dmitry Savostyanov, Boris Litvyakov, Dmitry I. Ignatov
2017FlAIRSLogic of Existentialism in Fiction.Ilya Makarov, Valeria Bodishtianu
2017FlAIRSAdapting First-Person Shooter Video Game for Playing with Virtual Reality Headsets.Ilya Makarov, Oleg Konoplia, Pavel Polyakov, Maxim Martynov, Peter Zyuzin, Olga Gerasimova, Valeria Bodishtianu
2017ISMARDepth Map Interpolation Using Perceptual Loss.Ilya Makarov, Vladimir Aliev, Olga Gerasimova, Pavel Polyakov
2016AISTSmoothing Voronoi-Based Path with Minimized Length and Visibility Using Composite Bezier Curves.Ilya Makarov, Pavel Polyakov
2015AISTImitation of Human Behavior in 3D-Shooter game.Ilya Makarov, Mikhail Tokmakov, Lada Tokmakova