Soha Hassoun

5 papers · 2021–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad

Venues

ICML (2) NeurIPS (2) ICLR (1)

Top co-authors

Liping Liu (5) Yinkai Wang (3) Xiaohui Chen (3) Yuanqi Du (2) Russell Greiner (1) Marcus Ludwig (1) Adamo Young (1) Fleming Kretschmer (1) Nils A. Haupt (1) Raman Samusevich (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Learning Types · Machine Learning (2) Models (2) Artificial Intelligence (1) Mathematics & Optimization (1) Application Areas (1) Core AI (1) Learning Types · Deep Learning (1) Optimization (1) Optimization & Theory (1) Techniques (1)

Keywords

mass spectrometry (2) transformer architecture (1) representation learning (1) contrastive learning (1) graph matching (1) self-supervised learning (1) attention mechanism (1) graph structure (1) message passing (1) autoregressive model (1) benchmark dataset (1) downstream task (1) next-token prediction (1) molecular generation (1) masked autoencoder (1) fine tuning (1) graph neural network (1) anisotropic space (1) self-supervised transformer (1) iterative matching (1)

Papers

Graph Generative Pre-trained Transformer ICML 2025 MADGEN: Mass-Spec attends to De Novo Molecular generation ICLR 2025 MassSpecGym: A benchmark for the discovery and identification of molecules NeurIPS 2024 On Separate Normalization in Self-supervised Transformers NeurIPS 2023 Stochastic Iterative Graph Matching ICML 2021