Ilya Makarov
15 papers · 2024–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (37) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (75) ⚡ Prolific Year · Productive
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The Questioner
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Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(9)
Application Areas
(6)
Artificial Intelligence
(5)
Computer Vision
(5)
Deep Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(5)
Natural Language Processing
(4)
Analysis
(3)
Learning Types · Deep Learning
(3)
Resources & Methods
(3)
Applications
(2)
Domain-Specific
(2)
Generation
(2)
Interdisciplinary
(1)
Keywords
large language model
(4)
knowledge distillation
(2)
lidar point cloud
(2)
multi-agent simulation
(2)
domain adaptation
(2)
3d object detection
(2)
industrial process
(2)
multi-agent system
(2)
flood forecasting
(2)
weak-to-strong generalization
(2)
neural machine translation
(1)
natural language generation
(1)
transfer learning
(1)
text generation
(1)
molecular optimization
(1)
self-supervised learning
(1)
machine learning
(1)
decision making
(1)
model security
(1)
fault detection
(1)
Papers
Framework GNN-AID: Graph Neural Network Analysis, Interpretation and Defense
AAAI 2026
RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents
AAAI 2026
RESPOND: Realistic Environment Simulation of Population and Natural Disasters with LLM-Driven Agents (Student Abstract)
AAAI 2026
Shughni Machine Translation Enhanced by Donor Languages
EACL 2026
ATGen: A Framework for Active Text Generation
ACL 2025
Closing the Domain Gap in Manga Colorization via Aligned Paired Dataset
WACV 2025
Machine Learning Driven Optimization of Fe-Based TMCs for Photodynamic Therapy
IJCAI 2025
MEH: A Multi-Style Dataset and Toolkit for Advancing Egyptian Hieroglyph Recognition
ICCV 2025
Search Swarm: Multiagent Large Language Models Framework for E-commerce Product Search
IJCAI 2025
AADMIP: Adversarial Attacks and Defenses Modeling in Industrial Processes
IJCAI 2024
Do You Remember the Future? Weak-to-Strong Generalization in 3D Object Detection
IJCAI 2024
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
NeurIPS 2024
Plug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring
IJCAI 2024
SensorSCAN: Self-supervised learning and deep clustering for fault diagnosis in chemical processes (Abstract Reprint)
IJCAI 2024
Weak-to-Strong 3D Object Detection with X-Ray Distillation
CVPR 2024