Maksim Makarenko

18 papers A* 1A 1Journal 14Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Embedding-Aware Feature Discovery: Bridging Latent Representations and Interpretable Features in Event Sequences. CoRR Artem Sakhno, Ivan Sergeev, Alexey Shestov, Omar Zoloev, Elizaveta Kovtun, Gleb Gusev, Andrey V. Savchenko, Maksim Makarenko
2026	J	`jnl`	Financial Transaction Retrieval and Contextual Evidence for Knowledge-Grounded Reasoning. CoRR Artem Sakhno, Daniil Tomilov, Yuliana Shakhvalieva, Inessa Fedorova, Daria Ruzanova, Omar Zoloev, Andrey V. Savchenko, Maksim Makarenko
2026	—	`conf`	Topological Metric for Unsupervised Embedding Quality Evaluation. ECIR (2) Aleksei Shestov, Anton Klenitskiy, Daria Denisova, Amurkhan Dzagkoev, Daniil Petrovich, Andrey V. Savchenko, Maksim Makarenko
2025	—	`conf`	LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients. EMNLP (Industry Track) Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov, Dima Korolev, Omar Zoloev, Ivan Kireev, Andrey V. Savchenko, Maksim Makarenko
2025	J	`jnl`	LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients. CoRR Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov, Dima Korolev, Omar Zoloev, Ivan Kireev, Andrey V. Savchenko, Maksim Makarenko
2025	A	`conf`	LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models. CIKM Aleksei Shestov, Omar Zoloev, Maksim Makarenko, Mikhail Orlov, Egor Fadeev, Ivan Kireev, Andrey V. Savchenko
2025	J	`jnl`	LLM4ES: Learning User Embeddings from Event Sequences via Large Language Models. CoRR Aleksei Shestov, Omar Zoloev, Maksim Makarenko, Mikhail Orlov, Egor Fadeev, Ivan Kireev, Andrey V. Savchenko
2025	J	`jnl`	MOCLIP: A Foundation Model for Large-Scale Nanophotonic Inverse Design. CoRR S. Rodionov, Arturo Burguete-Lopez, Maksim Makarenko, Qizhou Wang, Fedor Getman, Andrea Fratalocchi
2025	J	`jnl`	PINE: Pipeline for Important Node Exploration in Attributed Networks. CoRR Elizaveta Kovtun, Maksim Makarenko, Natalia Semenova, Alexey Zaytsev, Semen A. Budennyy
2025	J	`jnl`	Topological Metric for Unsupervised Embedding Quality Evaluation. CoRR Aleksei Shestov, Anton Klenitskiy, Daria Denisova, Amurkhan Dzagkoev, Daniil Petrovich, Andrey V. Savchenko, Maksim Makarenko
2023	J	`jnl`	Adaptive Compression for Communication-Efficient Distributed Training. Trans. Mach. Learn. Res. Maksim Makarenko, Elnur Gasanov, Abdurakhmon Sadiev, Rustem Islamov, Peter Richtárik
2023	J	`jnl`	Artificial intelligence optical hardware empowers high-resolution hyperspectral video understanding at 1.2 Tb/s. CoRR Maksim Makarenko, Qizhou Wang, Arturo Burguete-Lopez, Silvio Giancola, Bernard Ghanem, Luca Passone, Andrea Fratalocchi
2022	J	`jnl`	Adaptive Compression for Communication-Efficient Distributed Training. CoRR Maksim Makarenko, Elnur Gasanov, Rustem Islamov, Abdurakhmon Sadiev, Peter Richtárik
2022	A*	`conf`	Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders. CVPR Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi
2022	J	`jnl`	Real-time Hyperspectral Imaging in Hardware via Trained Metasurface Encoders. CoRR Maksim Makarenko, Arturo Burguete-Lopez, Qizhou Wang, Fedor Getman, Silvio Giancola, Bernard Ghanem, Andrea Fratalocchi
2021	J	`jnl`	Robust and Scalable Flat-Optics on Flexible Substrates via Evolutionary Neural Networks. Adv. Intell. Syst. Maksim Makarenko, Qizhou Wang, Arturo Burguete-Lopez, Fedor Getman, Andrea Fratalocchi
2021	J	`jnl`	Robust and Scalable Flat-Optics on Flexible Substrates via Evolutionary Neural Networks. Adv. Intell. Syst. Maksim Makarenko, Qizhou Wang, Arturo Burguete-Lopez, Fedor Getman, Andrea Fratalocchi
2021	J	`jnl`	SDA-GAN: Unsupervised Image Translation Using Spectral Domain Attention-Guided Generative Adversarial Network. CoRR Qizhou Wang, Maksim Makarenko