Web Service Composition Via Generic Procedures and Customizing User Preferences. - Shirin Sohrabi; Nataliya Prokoshyna; Sheila A. McIlraith (ISWC, 2006)

Web Service Composition via the Customization of Golog Programs with User Preferences. - Shirin Sohrabi; Nataliya Prokoshyna; Sheila A. McIlraith (Conceptual Modeling: Foundations and Applications, 2009)

HTN Planning with Preferences. - Shirin Sohrabi; Jorge A. Baier; Sheila A. McIlraith (IJCAI, 2009)

Optimizing Web Service Composition While Enforcing Regulations. - Shirin Sohrabi; Sheila A. McIlraith (ISWC, 2009)

On Planning with Preferences in HTN - Shirin Sohrabi; Sheila A. McIlraith (CoRR, 2009)

Diagnosis as Planning Revisited. - Shirin Sohrabi; Jorge A. Baier; Sheila A. McIlraith (KR, 2010)

Integrating Preferences into Goal Models for Requirements Engineering. - Sotirios Liaskos; Sheila A. McIlraith; Shirin Sohrabi; John Mylopoulos (RE, 2010)

Customizing the Composition of Actions, Programs, and Web Services with User Preferences. - Shirin Sohrabi (ISWC (2), 2010)

Preference-Based Web Service Composition: A Middle Ground between Execution and Search. - Shirin Sohrabi; Sheila A. McIlraith (ISWC (1), 2010)

Publishing Bibliographic Data on the Semantic Web using BibBase. - Reynold Xin; Oktie Hassanzadeh; Christian Fritz 001; Shirin Sohrabi; Yang Yang; Minghua Zhao; Renée J. Miller (ISWC (Posters & Demos), 2010)

Preferred Explanations: Theory and Generation via Planning. - Shirin Sohrabi; Jorge A. Baier; Sheila A. McIlraith (AAAI, 2011)

Representing and reasoning about preferences in requirements engineering. - Sotirios Liaskos; Sheila A. McIlraith; Shirin Sohrabi; John Mylopoulos (Requir. Eng., 2011)

Hypothesis Exploration for Malware Detection Using Planning. - Shirin Sohrabi; Octavian Udrea; Anton Riabov (AAAI, 2013)

HTN Planning for the Composition of Stream Processing Applications. - Shirin Sohrabi; Octavian Udrea; Anand Ranganathan; Anton Riabov (ICAPS, 2013)

Publishing bibliographic data on the Semantic Web using BibBase. - Reynold S. Xin; Oktie Hassanzadeh; Christian Fritz 001; Shirin Sohrabi; Renée J. Miller (Semantic Web, 2013)

Customizing the Composition of Web Services and Beyond. - Shirin Sohrabi (2013)

Knowledge Engineering for Planning-Based Hypothesis Generation. - Shirin Sohrabi; Octavian Udrea; Anton V. Riabov (CoRR, 2014)

Planning-Based Reasoning for Automated Large-Scale Data Analysis. - Anton V. Riabov; Shirin Sohrabi; Daby M. Sow; Deepak S. Turaga; Octavian Udrea; Long H. Vu (ICAPS, 2015)

Finding Diverse High-Quality Plans for Hypothesis Generation. - Shirin Sohrabi; Anton V. Riabov; Octavian Udrea; Oktie Hassanzadeh (ECAI, 2016)

Plan Recognition as Planning Revisited. - Shirin Sohrabi; Anton V. Riabov; Octavian Udrea (IJCAI, 2016)

Interactive Planning-Based Hypothesis Generation with LTS++. - Shirin Sohrabi; Octavian Udrea; Anton V. Riabov; Oktie Hassanzadeh (IJCAI, 2016)

An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report). - Maayan Shvo; Shirin Sohrabi; Sheila A. McIlraith (AAAI Workshops, 2017)

State Projection via AI Planning. - Shirin Sohrabi; Anton V. Riabov; Octavian Udrea (AAAI, 2017)

Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise. - Shirin Sohrabi; Anton Riabov; Octavian Udrea; Fang Yuan (ISWC (Posters, Demos & Industry Tracks), 2017)

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. - Monica Anderson 001; Roman Barták; John S. Brownstein; David L. Buckeridge; Hoda Eldardiry; Christopher W. Geib; Maria L. Gini; Aaron Isaksen; Sarah Keren; Robert Laddaga; Viliam Lisý; Rodney Martin; et al. (AI Mag., 2017)

An AI Planning Solution to Scenario Generation for Enterprise Risk Management. - Shirin Sohrabi; Anton V. Riabov; Michael Katz 001; Octavian Udrea (AAAI, 2018)

An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem. - Maayan Shvo; Shirin Sohrabi; Sheila A. McIlraith (Canadian AI, 2018)

A Novel Iterative Approach to Top-k Planning. - Michael Katz 001; Shirin Sohrabi; Octavian Udrea; Dominik Winterer (ICAPS, 2018)

IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice. - Shirin Sohrabi; Michael Katz 001; Oktie Hassanzadeh; Octavian Udrea; Mark D. Feblowitz (IJCAI, 2018)

GraphBAD: A general technique for anomaly detection in security information and event management. - Simon Parkinson; Mauro Vallati; Andrew Crampton; Shirin Sohrabi (Concurr. Comput. Pract. Exp., 2018)

Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. - Silvan Sievers; Michael Katz 001; Shirin Sohrabi; Horst Samulowitz; Patrick Ferber (AAAI, 2019)

Towards Automated Planning for Enterprise Services: Opportunities and Challenges. - Maja Vukovic; Scott N. Gerard; Rick Hull; Michael Katz 001; Laura Shwartz; Shirin Sohrabi; Christian Muise; John J. Rofrano; Anup K. Kalia; Jinho Hwang; Yabin Dang; Jie Ma; et al. (ICSOC, 2019)

Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts. - Oktie Hassanzadeh; Debarun Bhattacharjya; Mark Feblowitz; Kavitha Srinivas; Michael Perrone; Shirin Sohrabi; Michael Katz 001 (IJCAI, 2019)

AI Planning for Enterprise: Putting Theory Into Practice. - Shirin Sohrabi (IJCAI, 2019)

IBM Scenario Planning Advisor: Plan recognition as AI planning in practice. - Shirin Sohrabi; Michael Katz 001; Oktie Hassanzadeh; Octavian Udrea; Mark D. Feblowitz; Anton Riabov (AI Commun., 2019)

Interactive Planning-Based Hypothesis Generation with LTS+ +. - Shirin Sohrabi; Octavian Udrea; Anton Riabov; Oktie Hassanzadeh (Knowledge Engineering Tools and Techniques for AI Planning, 2020)

Reshaping Diverse Planning. - Michael Katz 001; Shirin Sohrabi (AAAI, 2020)

Causal Knowledge Extraction through Large-Scale Text Mining. - Oktie Hassanzadeh; Debarun Bhattacharjya; Mark Feblowitz; Kavitha Srinivas; Michael Perrone; Shirin Sohrabi; Michael Katz 001 (AAAI, 2020)

Top-Quality Planning: Finding Practically Useful Sets of Best Plans. - Michael Katz 001; Shirin Sohrabi; Octavian Udrea (AAAI, 2020)

Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning. - Michael Katz 001; Parikshit Ram; Shirin Sohrabi; Octavian Udrea (ICAPS, 2020)

Epistemic Plan Recognition. - Maayan Shvo; Toryn Q. Klassen; Shirin Sohrabi; Sheila A. McIlraith (AAMAS, 2020)

Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract). - Manik Bhandari; Mark Feblowitz; Oktie Hassanzadeh; Kavitha Srinivas; Shirin Sohrabi (AAAI, 2021)

IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution. - Mark Feblowitz; Oktie Hassanzadeh; Michael Katz 001; Shirin Sohrabi; Kavitha Srinivas; Octavian Udrea (AAAI, 2021)

Bounding Quality in Diverse Planning. - Michael Katz 001; Shirin Sohrabi; Octavian Udrea (AAAI, 2022)

How to Reduce Action Space for Planning Domains? (Student Abstract). - Harsha Kokel; Junkyu Lee 001; Michael Katz 001; Shirin Sohrabi; Kavitha Srinivas (AAAI, 2022)

Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria. - Michael Katz 001; Shirin Sohrabi (ICAPS, 2022)

Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. - Clement Gehring; Masataro Asai; Rohan Chitnis; Tom Silver; Leslie Pack Kaelbling; Shirin Sohrabi; Michael Katz 001 (ICAPS, 2022)

AI Planning Annotation for Sample Efficient Reinforcement Learning. - Junkyu Lee 001; Michael Katz 001; Don Joven Agravante; Miao Liu 001; Tim Klinger; Murray Campbell; Shirin Sohrabi; Gerald Tesauro (CoRR, 2022)

On Partial Satisfaction Planning with Total-Order HTNs. - Gregor Behnke; David Speck 001; Michael Katz 001; Shirin Sohrabi (ICAPS, 2023)

Action Space Reduction for Planning Domains. - Harsha Kokel; Junkyu Lee 001; Michael Katz 001; Kavitha Srinivas; Shirin Sohrabi (IJCAI, 2023)

Generating SAS+ Planning Tasks of Specified Causal Structure. - Michael Katz 001; Junkyu Lee 001; Shirin Sohrabi (SOCS, 2023)

On K* Search for Top-K Planning. - Junkyu Lee 001; Michael Katz 001; Shirin Sohrabi (SOCS, 2023)

Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction. - Tathagata Chakraborti; Jungkoo Kang; Francesco Fuggitti; Michael Katz 001; Shirin Sohrabi (AAAI, 2024)

Large Language Models as Planning Domain Generators (Student Abstract). - James T. Oswald; Kavitha Srinivas; Harsha Kokel; Junkyu Lee 001; Michael Katz 001; Shirin Sohrabi (AAAI, 2024)

Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). - Brandon Rozek; Junkyu Lee 001; Harsha Kokel; Michael Katz 001; Shirin Sohrabi (AAAI, 2024)

Unifying and Certifying Top-Quality Planning. - Michael Katz 001; Junkyu Lee 001; Shirin Sohrabi (ICAPS, 2024)

Large Language Models as Planning Domain Generators. - James T. Oswald; Kavitha Srinivas; Harsha Kokel; Junkyu Lee 001; Michael Katz 001; Shirin Sohrabi (ICAPS, 2024)

Thought of Search: Planning with Language Models Through The Lens of Efficiency. - Michael Katz 001; Harsha Kokel; Kavitha Srinivas; Shirin Sohrabi (NeurIPS, 2024)

Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. - Michael Katz 001; Junkyu Lee 001; Jungkoo Kang; Shirin Sohrabi (SOCS, 2024)

Planning with Language Models Through The Lens of Efficiency. - Michael Katz 001; Harsha Kokel; Kavitha Srinivas; Shirin Sohrabi (CoRR, 2024)

Automating Thought of Search: A Journey Towards Soundness and Completeness. - Daniel Cao; Michael Katz 001; Harsha Kokel; Kavitha Srinivas; Shirin Sohrabi (CoRR, 2024)

Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract). - Daniel Cao; Michael Katz 001; Harsha Kokel; Kavitha Srinivas; Shirin Sohrabi (AAAI, 2025)

ACPBench: Reasoning About Action, Change, and Planning. - Harsha Kokel; Michael Katz 001; Kavitha Srinivas; Shirin Sohrabi (AAAI, 2025)

ACPBench Hard: Unrestrained Reasoning about Action, Change, and Planning. - Harsha Kokel; Michael Katz 001; Kavitha Srinivas; Shirin Sohrabi (CoRR, 2025)

Make Planning Research Rigorous Again! - Michael Katz 001; Harsha Kokel; Christian Muise; Shirin Sohrabi; Sarath Sreedharan (CoRR, 2025)