Alexander Ilin
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
E-post
ext-alexander.ilin@aalto.fi
Forskningsgrupp
- Computer Science - Artificial Intelligence and Machine Learning (AIML) - Research area, Visitor (Faculty)
- Computer Science Professors, Visitor (Faculty)
- Computer Science Professors of Practice, Visitor (Faculty)
Publikationer
Efficient Knowledge Injection in LLMs via Self-Distillation
Kalle Kujanpää, Pekka Marttinen, Harri Valpola, Alexander Ilin
2025
Transactions on Machine Learning Research
ViewFusion: Learning Composable Diffusion Models for Novel View Synthesis
Bernard Spiegl, Andrea Perin, Stéphane Deny, Alexander Ilin
2025
Transactions on Machine Learning Research
Can docstring reformulation with an LLM improve code generation?
Nicola Dainese, Alexander Ilin, Pekka Marttinen
2024
EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop
Diffusion models as probabilistic neural operators for recovering unobserved states of dynamical systems
Katsiaryna Haitsiukevich, Onur Poyraz, Pekka Marttinen, Alexander Ilin
2024
34th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2024 - Proceedings
Continuous Monte Carlo Graph Search
Kalle Kujanpää, Juho Kannala, Amin Babadi, Alexander Ilin, Yi Zhao, Joni Pajarinen
2024
AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems
Hybrid Search for Efficient Planning with Completeness Guarantees
Kalle Kujanpää, Joni Pajarinen, Alexander Ilin
2024
Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023
Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models
Yogesh Kumar, Alexander Ilin, Henri Salo, Sangita Kulathinal, Maarit K. Leinonen, Pekka Marttinen
2024
IEEE Transactions on Artificial Intelligence
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning
Sam Spilsbury, Pekka Marttinen, Alexander Ilin
2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Reader: Model-based language-instructed reinforcement learning
Nicola Dainese, Pekka Marttinen, Alexander Ilin
2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
Improved Training of Physics-Informed Neural Networks with Model Ensembles
Katsiaryna Haitsiukevich, Alexander Ilin
2023
IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings