Carsten Binnig

2 papers · 2024–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

AAAI (1) NeurIPS (1)

Top co-authors

Uelison Jean Lopes dos Santos (1) Manisha Luthra (1) Avinash Anand (1) Jan-Micha Bodensohn (1) Vashu Chauhan (1) Liane Vogel (1) Rajiv Ratn Shah (1)

Research topics

Artificial Intelligence (2) Core AI (2) Computer Science (1) Data Science & Analytics (1) Deep Learning (1) Machine Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Models (1) Systems (1)

Keywords

representation learning (1) causal reasoning (1) missing value imputation (1) tabular representation learning (1) relational database (1) foreign key (1) foundation model (1) data engineering (1) tabular data (1) column type annotation (1) multimodal pipeline (1) traffic accident analysis (1) causality tracking (1) cctv monitoring (1)

Papers

IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking (Student Abstract) AAAI 2026 WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024