Piotr Gaiński

3 papers · 2022–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

AAAI (1) EACL (1) NeurIPS (1)

Top co-authors

Andrei Rekesh (1) Dmytro Shevchuk (1) Stanisław Jastrzebski (1) Robert A. Batey (1) Chenghao Liu (1) Łukasz Maziarka (1) Cheng-Hao Liu (1) Tomasz Danel (1) Klaudia Bałazy (1) Almer van der Sloot (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Interdisciplinary (2) Core AI (2) Learning Types · Machine Learning (2) Science (2) Healthcare & Medicine (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Models (1) Research (1)

Keywords

drug discovery (2) adversarial attack (1) adversarial loss (1) self-supervised pretraining (1) molecular generation (1) chemical reaction (1) molecular property prediction (1) transformer language model (1) gradient-based attack (1) graph neural network (1) multi-step quantization (1) transfer learning (1) transformer-based method (1)

Papers

RGFN: Synthesizable Molecular Generation Using GFlowNets NeurIPS 2024 Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks EACL 2023 HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022