Shirin Sohrabi

74 papers A* 37A 4B 3Misc 2Journal 19Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	QueryGym: Step-by-Step Interaction with Relational Databases. AAAI Haritha Ananthakrishnan, Harsha Kokel, Kelsey Sikes, Debarun Bhattacharjya, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
2025	J	`jnl`	ACPBench Hard: Unrestrained Reasoning about Action, Change, and Planning. CoRR Harsha Kokel, Michael Katz, Kavitha Srinivas, Shirin Sohrabi
2025	A*	`conf`	ACPBench: Reasoning About Action, Change, and Planning. AAAI Harsha Kokel, Michael Katz, Kavitha Srinivas, Shirin Sohrabi
2025	A*	`conf`	Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract). AAAI Daniel Cao, Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi
2025	J	`jnl`	Less is More: Learning Graph Tasks with Just LLMs. CoRR Sola Shirai, Kavitha Srinivas, Julian Dolby, Michael Katz, Horst Samulowitz, Shirin Sohrabi
2025	J	`jnl`	Make Planning Research Rigorous Again! CoRR Michael Katz, Harsha Kokel, Christian Muise, Shirin Sohrabi, Sarath Sreedharan
2025	J	`jnl`	QueryGym: Step-by-Step Interaction with Relational Databases. CoRR Haritha Ananthakrishnan, Harsha Kokel, Kelsey Sikes, Debarun Bhattacharjya, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
2024	J	`jnl`	ACPBench: Reasoning about Action, Change, and Planning. CoRR Harsha Kokel, Michael Katz, Kavitha Srinivas, Shirin Sohrabi
2024	J	`jnl`	Automating Thought of Search: A Journey Towards Soundness and Completeness. CoRR Daniel Cao, Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi
2024	A*	`conf`	Interactive Plan Selection Using Linear Temporal Logic, Disjunctive Action Landmarks, and Natural Language Instruction. AAAI Tathagata Chakraborti, Jungkoo Kang, Francesco Fuggitti, Michael Katz, Shirin Sohrabi
2024	A*	`conf`	Large Language Models as Planning Domain Generators (Student Abstract). AAAI James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
2024	A*	`conf`	Large Language Models as Planning Domain Generators. ICAPS James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
2024	J	`jnl`	Large Language Models as Planning Domain Generators. CoRR James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
2024	A*	`conf`	Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). AAAI Brandon Rozek, Junkyu Lee, Harsha Kokel, Michael Katz, Shirin Sohrabi
2024	J	`jnl`	Planning with Language Models Through The Lens of Efficiency. CoRR Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi
2024	B	`conf`	Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. SOCS Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi
2024	J	`jnl`	Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. CoRR Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi
2024	A*	`conf`	Thought of Search: Planning with Language Models Through The Lens of Efficiency. NeurIPS Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi
2024	A*	`conf`	Unifying and Certifying Top-Quality Planning. ICAPS Michael Katz, Junkyu Lee, Shirin Sohrabi
2024	J	`jnl`	Unifying and Certifying Top-Quality Planning. CoRR Michael Katz, Junkyu Lee, Shirin Sohrabi
2023	A*	`conf`	Action Space Reduction for Planning Domains. IJCAI Harsha Kokel, Junkyu Lee, Michael Katz, Kavitha Srinivas, Shirin Sohrabi
2023	B	`conf`	Generating SAS+ Planning Tasks of Specified Causal Structure. SOCS Michael Katz, Junkyu Lee, Shirin Sohrabi
2023	B	`conf`	On K* Search for Top-K Planning. SOCS Junkyu Lee, Michael Katz, Shirin Sohrabi
2023	A*	`conf`	On Partial Satisfaction Planning with Total-Order HTNs. ICAPS Gregor Behnke, David Speck, Michael Katz, Shirin Sohrabi
2022	J	`jnl`	AI Planning Annotation for Sample Efficient Reinforcement Learning. CoRR Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro
2022	A*	`conf`	Bounding Quality in Diverse Planning. AAAI Michael Katz, Shirin Sohrabi, Octavian Udrea
2022	A*	`conf`	How to Reduce Action Space for Planning Domains? (Student Abstract). AAAI Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
2022	A*	`conf`	Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. ICAPS Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz
2022	A*	`conf`	Who Needs These Operators Anyway: Top Quality Planning with Operator Subset Criteria. ICAPS Michael Katz, Shirin Sohrabi
2021	A*	`conf`	IBM Scenario Planning Advisor: A Neuro-Symbolic ERM Solution. AAAI Mark Feblowitz, Oktie Hassanzadeh, Michael Katz, Shirin Sohrabi, Kavitha Srinivas, Octavian Udrea
2021	J	`jnl`	Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. CoRR Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz
2021	A*	`conf`	Unsupervised Causal Knowledge Extraction from Text using Natural Language Inference (Student Abstract). AAAI Manik Bhandari, Mark Feblowitz, Oktie Hassanzadeh, Kavitha Srinivas, Shirin Sohrabi
2020	A*	`conf`	Causal Knowledge Extraction through Large-Scale Text Mining. AAAI Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz
2020	A	`conf`	Epistemic Plan Recognition. AAMAS Maayan Shvo, Toryn Q. Klassen, Shirin Sohrabi, Sheila A. McIlraith
2020	A*	`conf`	Exploring Context-Free Languages via Planning: The Case for Automating Machine Learning. ICAPS Michael Katz, Parikshit Ram, Shirin Sohrabi, Octavian Udrea
2020	—	`ch.`	Interactive Planning-Based Hypothesis Generation with LTS+ +. Knowledge Engineering Tools and Techniques for AI Planning Shirin Sohrabi, Octavian Udrea, Anton Riabov, Oktie Hassanzadeh
2020	A*	`ed.`	Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling, Nancy, France, October 26-30, 2020 ICAPS J. Christopher Beck, Olivier Buffet, Jörg Hoffmann, Erez Karpas, Shirin Sohrabi
2020	A*	`conf`	Reshaping Diverse Planning. AAAI Michael Katz, Shirin Sohrabi
2020	A*	`conf`	Top-Quality Planning: Finding Practically Useful Sets of Best Plans. AAAI Michael Katz, Shirin Sohrabi, Octavian Udrea
2019	A*	`conf`	AI Planning for Enterprise: Putting Theory Into Practice. IJCAI Shirin Sohrabi
2019	A*	`conf`	Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts. IJCAI Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz
2019	A*	`conf`	Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection. AAAI Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz, Patrick Ferber
2019	J	`jnl`	IBM Scenario Planning Advisor: Plan recognition as AI planning in practice. AI Commun. Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz, Anton Riabov
2019	A	`conf`	Towards Automated Planning for Enterprise Services: Opportunities and Challenges. ICSOC Maja Vukovic, Scott N. Gerard, Rick Hull, Michael Katz, Laura Shwartz, Shirin Sohrabi, Christian Muise, John J. Rofrano, Anup K. Kalia, Jinho Hwang, Yabin Dang, Jie Ma, Zhuoxuan Jiang
2018	A*	`conf`	A Novel Iterative Approach to Top-k Planning. ICAPS Michael Katz, Shirin Sohrabi, Octavian Udrea, Dominik Winterer
2018	A*	`conf`	An AI Planning Solution to Scenario Generation for Enterprise Risk Management. AAAI Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea
2018	—	`conf`	An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem. Canadian AI Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith
2018	J	`jnl`	GraphBAD: A general technique for anomaly detection in security information and event management. Concurr. Comput. Pract. Exp. Simon Parkinson, Mauro Vallati, Andrew Crampton, Shirin Sohrabi
2018	A*	`conf`	IBM Scenario Planning Advisor: Plan Recognition as AI Planning in Practice. IJCAI Shirin Sohrabi, Michael Katz, Oktie Hassanzadeh, Octavian Udrea, Mark D. Feblowitz
2017	—	`conf`	An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem (Preliminary Report). AAAI Workshops Maayan Shvo, Shirin Sohrabi, Sheila A. McIlraith
2017	J	`jnl`	Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. Monica Anderson, 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, David R. Martinez, Martin Michalowski, Loizos Michael, Reuth Mirsky, Thanh Hai Nguyen, Michael J. Paul, Enrico Pontelli, Scott Sanner, Arash Shaban-Nejad, Arunesh Sinha, Shirin Sohrabi, Kumar Sricharan, Biplav Srivastava, Mark Stefik, William W. Streilein, Nathan R. Sturtevant, Kartik Talamadupula, Michael Thielscher, Julian Togelius, Tran Cao Son, Long Tran-Thanh, Neal Wagner, Byron C. Wallace, Szymon Wilk, Jichen Zhu
2017	A*	`conf`	State Projection via AI Planning. AAAI Shirin Sohrabi, Anton V. Riabov, Octavian Udrea
2017	—	`conf`	Using Lightweight Semantic Models to Assist Risk Management in a Large Enterprise. ISWC (Posters, Demos & Industry Tracks) Shirin Sohrabi, Anton Riabov, Octavian Udrea, Fang Yuan
2016	A	`conf`	Finding Diverse High-Quality Plans for Hypothesis Generation. ECAI Shirin Sohrabi, Anton V. Riabov, Octavian Udrea, Oktie Hassanzadeh
2016	A*	`conf`	Interactive Planning-Based Hypothesis Generation with LTS++. IJCAI Shirin Sohrabi, Octavian Udrea, Anton V. Riabov, Oktie Hassanzadeh
2016	A*	`conf`	Plan Recognition as Planning Revisited. IJCAI Shirin Sohrabi, Anton V. Riabov, Octavian Udrea
2015	A*	`conf`	Planning-Based Reasoning for Automated Large-Scale Data Analysis. ICAPS Anton V. Riabov, Shirin Sohrabi, Daby M. Sow, Deepak S. Turaga, Octavian Udrea, Long H. Vu
2014	J	`jnl`	Knowledge Engineering for Planning-Based Hypothesis Generation. CoRR Shirin Sohrabi, Octavian Udrea, Anton V. Riabov
2013	—	`—`	Customizing the Composition of Web Services and Beyond. Shirin Sohrabi
2013	A*	`conf`	HTN Planning for the Composition of Stream Processing Applications. ICAPS Shirin Sohrabi, Octavian Udrea, Anand Ranganathan, Anton Riabov
2013	A*	`conf`	Hypothesis Exploration for Malware Detection Using Planning. AAAI Shirin Sohrabi, Octavian Udrea, Anton Riabov
2013	J	`jnl`	Publishing bibliographic data on the Semantic Web using BibBase. Semantic Web Reynold S. Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Renée J. Miller
2011	A*	`conf`	Preferred Explanations: Theory and Generation via Planning. AAAI Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
2011	J	`jnl`	Representing and reasoning about preferences in requirements engineering. Requir. Eng. Sotirios Liaskos, Sheila A. McIlraith, Shirin Sohrabi, John Mylopoulos
2010	—	`conf`	Customizing the Composition of Actions, Programs, and Web Services with User Preferences. ISWC (2) Shirin Sohrabi
2010	A*	`conf`	Diagnosis as Planning Revisited. KR Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
2010	A	`conf`	Integrating Preferences into Goal Models for Requirements Engineering. RE Sotirios Liaskos, Sheila A. McIlraith, Shirin Sohrabi, John Mylopoulos
2010	—	`conf`	Preference-Based Web Service Composition: A Middle Ground between Execution and Search. ISWC (1) Shirin Sohrabi, Sheila A. McIlraith
2010	—	`conf`	Publishing Bibliographic Data on the Semantic Web using BibBase. ISWC (Posters & Demos) Reynold Xin, Oktie Hassanzadeh, Christian Fritz, Shirin Sohrabi, Yang Yang, Minghua Zhao, Renée J. Miller
2009	A*	`conf`	HTN Planning with Preferences. IJCAI Shirin Sohrabi, Jorge A. Baier, Sheila A. McIlraith
2009	J	`jnl`	On Planning with Preferences in HTN CoRR Shirin Sohrabi, Sheila A. McIlraith
2009	Misc	`conf`	Optimizing Web Service Composition While Enforcing Regulations. ISWC Shirin Sohrabi, Sheila A. McIlraith
2009	—	`conf`	Web Service Composition via the Customization of Golog Programs with User Preferences. Conceptual Modeling: Foundations and Applications Shirin Sohrabi, Nataliya Prokoshyna, Sheila A. McIlraith
2006	Misc	`conf`	Web Service Composition Via Generic Procedures and Customizing User Preferences. ISWC Shirin Sohrabi, Nataliya Prokoshyna, Sheila A. McIlraith