Ghada Zamzmi

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad 📈 Trend Setter

Venues

ICML (1) JMLR (1) MIDL (1)

Top co-authors

Theodore Papamarkou (2) Nina Miolane (2) Tolga Birdal (2) Mustafa Hajij (2) Simone Scardapane (2) Karthikeyan Natesan Ramamurthy (2) Paul Rosen (1) Justin Curry (1) Yue Gao (1) Michael T Schaub (1)

Research topics

Deep Learning (3) Machine Learning (2) Architectures (2) Core Methods (2) Artificial Intelligence (1) Computer Vision (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Core AI (1) Domain-Specific (1) Learning Types (1)

Keywords

relational learning (1) interpretability (1) geometric deep learning (1) graph representation (1) message passing (1) graph embedding (1) topological feature (1) simplicial complex (1) knowledge-based method (1) topological machine learning (1) synthetic medical image (1) open problem (1) shape artifact detection (1) anomalous image detection (1)

Papers

A knowledge-based method for detecting network-induced shape artifacts in synthetic images MIDL 2025 Position: Topological Deep Learning is the New Frontier for Relational Learning ICML 2024 TopoX: A Suite of Python Packages for Machine Learning on Topological Domains JMLR 2024