Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Engineering and Technology, Helsinki University of Technology
Award Date: 6 Nov 2006
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Can docstring reformulation with an LLM improve code generation?
Dainese, N., Ilin, A. & Marttinen, P., 2024, EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Student Research Workshop. Falk, N., Papi, S. & Zhang, M. (eds.). Association for Computational Linguistics, p. 296-312 17 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Continuous Monte Carlo Graph Search
Kujanpää, K., Kannala, J., Babadi, A., Ilin, A., Zhao, Y. & Pajarinen, J., 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. ACM, p. 1047-1056 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile9 Downloads (Pure) -
Hybrid Search for Efficient Planning with Completeness Guarantees
Kujanpää, K., Pajarinen, J. & Ilin, A., 2024, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Curran Associates Inc., 14 p. (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access1 Citation (Scopus) -
Self-Supervised Forecasting in Electronic Health Records with Attention-Free Models
Kumar, Y., Ilin, A., Salo, H., Kulathinal, S., Leinonen, M. K. & Marttinen, P., 2024, In: IEEE Transactions on Artificial Intelligence. 5, 8, p. 3926-3938 13 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)12 Downloads (Pure) -
Hierarchical Imitation Learning with Vector Quantized Models
Kujanpää, K., Pajarinen, J. & Ilin, A., Jul 2023, Proceedings of the 40th International Conference on Machine Learning. Krause, A., Brunskill, E., Cho, K., Engelhardt, B., Sabato, S. & Scarlett, J. (eds.). JMLR, p. 17896-17919 24 p. (Proceedings of Machine Learning Research; vol. 202).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile1 Citation (Scopus)59 Downloads (Pure)
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-: Finnish Center for Artificial Intelligence
Ilin, A. (Principal investigator), Dainese, N. (Project Member), Kujanpää, K. (Project Member) & Smirnov, M. (Project Member)
01/01/2023 → 31/12/2026
Project: Academy of Finland: Other research funding
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APPIA: Access, Privacy, Profiling, and Intelligent Applications part of S2ERC
Ilin, A. (Principal investigator), Kujanpää, K. (Project Member) & Herranen, M. (Project Member)
03/02/2020 → 31/05/2021
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
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FCAI: Finnish Center for Artificial Intelligence (FCAI)
Ilin, A. (Principal investigator), Smirnov, M. (Project Member), Kujanpää, K. (Project Member) & Dainese, N. (Project Member)
01/01/2020 → 31/12/2022
Project: Academy of Finland: Other research funding
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Novel machine learning techiniques for studying climate variability and its impacts
Ilin, A. (Project Member)
01/01/2010 → 31/12/2010
Project: Academy of Finland: Other research funding
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Learning Trajectories of Hamiltonian Systems with Neural Networks
Haitsiukevich, K. (Speaker) & Ilin, A. (Speaker)
7 Sept 2022Activity: Talk or presentation types › Conference presentation
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UK Met Office Hadley Centre
Ilin, A. (Visiting researcher)
2010Activity: Visiting an external institution types › Visiting an external academic institution
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Foreign Organisation
Ilin, A. (Visiting researcher)
2009Activity: Visiting an external institution types › Visiting an external academic institution
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Foreign Organisation
Ilin, A. (Visiting researcher)
2003Activity: Visiting an external institution types › Visiting an external academic institution
Press/Media
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Using artificial intelligence to steer atoms into lattices
Ilin, A., Liljeroth, P., Aapro, M. & Foster, A.
11/12/2022
1 item of Media coverage
Press/Media: Media appearance
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Sample-Efficient Methods for Real-World Deep Reinforcement Learning
Solin, A., Ilin, A. & Kannala, J.
25/05/2022
1 item of Media coverage
Press/Media: Media appearance
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Aalto University: Neste and FCAI Collaboration - Optimizing Chemical Reactors With AI
Ilin, A., Corona, F. & Särkkä, S.
03/05/2022
1 item of Media coverage
Press/Media: Media appearance