Hamed Shirzad

4 papers · 2022–2024 · 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 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) AISTATS (1) ICML (1)

Top co-authors

Danica J. Sutherland (3) Ameya Velingker (2) Balaji Venkatachalam (2) Hossein Hajimirsadeghi (1) Honghao Lin (1) Greg Mori (1) Amir H. Abdi (1) Kaveh Hassani (1) Ali Kemal Sinop (1) David P. Woodruff (1)

Research topics

Deep Learning (4) Architectures (4) Machine Learning (3) Mathematics & Optimization (2) Core Methods (2) Mathematics (2) Computer Science (1) Application Areas (1) Foundations (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Optimization & Theory (1)

Keywords

graph neural network (3) graph transformer (2) sparse attention (2) attention mechanism (1) graph generation (1) graph representation (1) efficient computing (1) message passing (1) tree decomposition (1) memory complexity (1) memory efficiency (1) evaluation metric (1) permutation invariance (1) expander graph (1) attention score (1) neural network width (1) permutation invariant (1) spectral expansion (1) neural network (1) graph generative model (1)

Papers

Even Sparser Graph Transformers NeurIPS 2024 Exphormer: Sparse Transformers for Graphs ICML 2023 Evaluating Graph Generative Models with Contrastively Learned Features NeurIPS 2022 TD-GEN: Graph Generation Using Tree Decomposition AISTATS 2022