Afshin Oroojlooy

4 papers · 2018–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

NeurIPS (2) ACL (1) EMNLP (1)

Top co-authors

Dan Roth (2) MohammadReza Nazari (2) Mohammadtaher Safarzadeh (2) Jorge Silva (1) Davood Hajinezhad (1) Martin Takac (1) Lawrence Snyder (1) Graham Horwood (1) Hitesh Laxmichand Patel (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Natural Language Processing (2) Reinforcement Learning (2) Applications (2) Methods (2) Mathematics & Optimization (1) Application Areas (1) Learning Types (1) Optimization (1)

Keywords

natural language to sql (2) deep reinforcement learning (1) reinforcement learning (1) policy gradient (1) attention mechanism (1) robustness evaluation (1) universal model (1) traffic signal control (1) intersection control (1) stochastic policy (1) vehicle routing problem (1) benchmark contamination (1) semantic equivalence (1) linguistic variation (1) syntactic probing (1) large language model (1) route planning (1) combinatorial optimization (1) execution accuracy (1)

Papers

SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks ACL 2026 Evaluating NL2SQL via SQL2NL EMNLP 2025 AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control NeurIPS 2020 Reinforcement Learning for Solving the Vehicle Routing Problem NeurIPS 2018