Jonathan Halcrow

4 papers · 2022–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICLR (2) NeurIPS (2)

Top co-authors

Bahare Fatemi (3) Bryan Perozzi (3) Vahab Mirrokni (2) Mehran Kazemi (2) Anton Tsitsulin (2) Sungyong Seo (1) Ethan Hall (1) Jinyeong Yim (1) Peilin Zhong (1) Warren Schudy (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Optimization & Theory · Machine Learning (2) Computer Science (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Architectures (1) Core Methods (1) Foundations (1) Optimization & Theory · Deep Learning (1)

Keywords

large language model (2) representation learning (1) graph learning (1) attention mechanism (1) temporal reasoning (1) theoretical analysis (1) neural network theory (1) automated reasoning (1) nearest neighbor search (1) graph connectivity (1) clustering algorithm (1) algorithmic reasoning (1) graph reasoning (1) graph algorithm (1) reasoning capability (1) scaling regime (1) synthetic dataset (1) similarity graph (1) graph-structured data (1) graph neural network (1)

Papers

Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning ICLR 2025 Talk like a Graph: Encoding Graphs for Large Language Models ICLR 2024 Understanding Transformer Reasoning Capabilities via Graph Algorithms NeurIPS 2024 Stars: Tera-Scale Graph Building for Clustering and Learning NeurIPS 2022