Ilya Shenbin

4 papers · 2019–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AAAI (1) ACL (1) ICLR (1) NIPS (1)

Top co-authors

Sergey Nikolenko (4) Elena Tutubalina (3) Anton Alekseev (3) Valentin Malykh (2) Artem Tsypin (1) Andrey Chertok (1) Alexander Telepov (1) Artur Kadurin (1) Dmitry Protasov (1) Anton Ber (1)

Keywords

zero-shot learning (1) object detection (1) multilingual nlp (1) bipartite matching (1) open information extraction (1) molecular property prediction (1) density functional theory (1) hamiltonian prediction (1) transformer encoder (1) neural network potential (1) conformational optimization (1)

Papers

$\nabla^2$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials NIPS 2024

ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering ICLR 2024

DetIE: Multilingual Open Information Extraction Inspired by Object Detection AAAI 2022

AspeRa: Aspect-Based Rating Prediction Based on User Reviews ACL 2019