Shirin Sohrabi

20 papers · 2016–2026 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🗺️ Taxonomy Completionist (29) 🌈 Renaissance Researcher (7) 🔬 Deep Specialist (13) 🤝 Dynamic Duo (15) 🧬 Topic Evolution 🏆 Keyword Champion (4) ❓ The Questioner 💎 Century Club (19) 🗃️ Keyword Collector (78) 🚀 Conference Pioneer 🔥 Unstoppable (8)

Conferences

AAAI (13) IJCAI (6) NIPS (1)

Top co-authors

Michael Katz (16) Kavitha Srinivas (10) Harsha Kokel (8) Octavian Udrea (6) Oktie Hassanzadeh (5) Junkyu Lee (4) Mark Feblowitz (3) Debarun Bhattacharjya (2) Anton V. Riabov (2) Patrick Ferber (1)

Keywords

automated planning (6) classical planning (4) ai planning (4) large language model (4) planning domain (3) diverse planning (3) plan quality (3) reinforcement learning (2) sample complexity (2) solution diversity (2) decision support (2) scenario planning (2) search algorithm (2) hierarchical reinforcement learning (1) heuristic search (1) plan selection (1) deep learning (1) plan generation (1) language model (1) natural language inference (1)

Papers

QueryGym: Step-by-Step Interaction with Relational Databases AAAI 2026

ACPBench: Reasoning About Action, Change, and Planning AAAI 2025

Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract) AAAI 2025

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction AAAI 2024

Large Language Models as Planning Domain Generators (Student Abstract) AAAI 2024

Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract) AAAI 2024

Thought of Search: Planning with Language Models Through The Lens of Efficiency NIPS 2024

Action Space Reduction for Planning Domains IJCAI 2023

How to Reduce Action Space for Planning Domains? (Student Abstract) AAAI 2022

Bounding Quality in Diverse Planning AAAI 2022

Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract) AAAI 2021

IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution AAAI 2021

Top-Quality Planning: Finding Practically Useful Sets of Best Plans AAAI 2020

Reshaping Diverse Planning AAAI 2020

Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection AAAI 2019

Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts IJCAI 2019

AI Planning for Enterprise: Putting Theory Into Practice IJCAI 2019

IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice IJCAI 2018

Interactive Planning-Based Hypothesis Generation with LTS++ IJCAI 2016

Plan Recognition as Planning Revisited IJCAI 2016