Radu Marinescu

Most-cited papers

Assessing technical debt by identifying design flaws in software systems
Radu Marinescu
2012IBM Journal of Research and Development166 citations
Semantic Scholar
On the Complexity of Quantum Circuit Compilation
A. Botea, Akihiro Kishimoto, Radu Marinescu
2018Symposium on Combinatorial Search131 citations Open access
Semantic Scholar
AND/OR Branch-and-Bound search for combinatorial optimization in graphical models
Radu Marinescu, R. Dechter
2009Artificial Intelligence131 citations Open access
Semantic Scholar
Memory intensive AND/OR search for combinatorial optimization in graphical models
Radu Marinescu, R. Dechter
2009Artificial Intelligence61 citations Open access
Semantic Scholar
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
Yu-Fang Hou, Alessandra Pascale, Javier Carnerero-Cano, T. Tchrakian +4 more
2024Neural Information Processing Systems58 citations Open access
Semantic Scholar
InCode: Continuous Quality Assessment and Improvement
Radu Marinescu, George Ganea, Ioana Verebi
2010European Conference on Software Maintenance and Reengineering51 citations
Semantic Scholar
AND/OR Search for Marginal MAP
Radu Marinescu, Junkyu Lee, R. Dechter, A. Ihler
2014Conference on Uncertainty in Artificial Intelligence48 citations Open access
Semantic Scholar
Continuous quality assessment with inCode
George Ganea, Ioana Verebi, Radu Marinescu
2017Science of Computer Programming34 citations Open access
Semantic Scholar
Search Algorithms for m Best Solutions for Graphical Models
R. Dechter, N. Flerova, Radu Marinescu
2012AAAI Conference on Artificial Intelligence33 citations Open access
Semantic Scholar
Multi-Objective Constraint Optimization with Tradeoffs
Radu Marinescu, Abdul Razak, N. Wilson
2013International Conference on Principles and Practice of Constraint Programming27 citations
Semantic Scholar
Multi-objective Influence Diagrams
Radu Marinescu, Abdul Razak, N. Wilson
2012Conference on Uncertainty in Artificial Intelligence26 citations
Semantic Scholar
Are the Clients of Flawed Classes (Also) Defect Prone?
Radu Marinescu, C. Marinescu
20112011 IEEE 11th International Working Conference on Source Code Analysis and Manipulation24 citations
Semantic Scholar
Searching for Machine Learning Pipelines Using a Context-Free Grammar
Radu Marinescu, Akihiro Kishimoto, P. Ram, Ambrish Rawat +3 more
2021AAAI Conference on Artificial Intelligence23 citations Open access
Semantic Scholar
Computing Possibly Optimal Solutions for Multi-Objective Constraint Optimisation with Tradeoffs
N. Wilson, Abdul Razak, Radu Marinescu
2015International Joint Conference on Artificial Intelligence20 citations
Semantic Scholar
From Exact to Anytime Solutions for Marginal MAP
Junkyu Lee, Radu Marinescu, R. Dechter, A. Ihler
2016AAAI Conference on Artificial Intelligence18 citations Open access
Semantic Scholar
Generating Dialogue Agents via Automated Planning
A. Botea, Christian Muise, Shubham Agarwal, O. Alkan +8 more
2019arXiv.org17 citations
Semantic Scholar
Best-First vs. Depth-First AND/OR Search for Multi-objective Constraint Optimization
Radu Marinescu
2010IEEE International Conference on Tools with Artificial Intelligence17 citations
Semantic Scholar
Searching for the M Best Solutions in Graphical Models
N. Flerova, Radu Marinescu, R. Dechter
2016Journal of Artificial Intelligence Research16 citations Open access
Semantic Scholar
Weighted heuristic anytime search: new schemes for optimization over graphical models
N. Flerova, Radu Marinescu, R. Dechter
2017Annals of Mathematics and Artificial Intelligence15 citations
Semantic Scholar
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents
Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu +2 more
2021arXiv.org14 citations
Semantic Scholar
Multi-criteria journey aware housing recommender system
Elizabeth M. Daly, A. Botea, Akihiro Kishimoto, Radu Marinescu
2014ACM Conference on Recommender Systems14 citations
Semantic Scholar
Efficient Approximation Algorithms for Multi-objective Constraint Optimization
Radu Marinescu
2011Algorithmic Decision Theory14 citations
Semantic Scholar
A New Approach to Influence Diagrams Evaluation
Radu Marinescu
2009SGAI Conferences14 citations
Semantic Scholar
Pushing Forward Marginal MAP with Best-First Search
Radu Marinescu, R. Dechter, A. Ihler
2015International Joint Conference on Artificial Intelligence13 citations
Semantic Scholar
Logical Credal Networks
Haifeng Qian, Radu Marinescu, Alexander G. Gray, D. Bhattacharjya +4 more
2021Neural Information Processing Systems12 citations
Semantic Scholar
Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results
Junkyu Lee, R. Dechter, Radu Marinescu
2014StarAI@AAAI12 citations
Semantic Scholar
AutoDOViz: Human-Centered Automation for Decision Optimization
D. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch +11 more
2023International Conference on Intelligent User Interfaces11 citations Open access
Semantic Scholar
Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization
Akihiro Kishimoto, Djallel Bouneffouf, Radu Marinescu, P. Ram +4 more
2022AAAI Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
Anytime Best+Depth-First Search for Bounding Marginal MAP
Radu Marinescu, Junkyu Lee, A. Ihler, R. Dechter
2017AAAI Conference on Artificial Intelligence11 citations Open access
Semantic Scholar
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
Quan Xiao, D. Bhattacharjya, Balaji Ganesan, Radu Marinescu +4 more
2025Conference on Uncertainty in Artificial Intelligence10 citations
Semantic Scholar
Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results
Junkyu Lee, Radu Marinescu, R. Dechter
2016International Symposium on Artificial Intelligence and Mathematics10 citations
Semantic Scholar
Recursive Best-First AND/OR Search for Optimization in Graphical Models
Akihiro Kishimoto, Radu Marinescu
2014Conference on Uncertainty in Artificial Intelligence10 citations
Semantic Scholar
The Logical Modularity of Programs
D. Ratiu, Radu Marinescu, J. Jürjens
2009Working Conference on Reverse Engineering10 citations
Semantic Scholar
A Weighted Mini-Bucket Bound for Solving Influence Diagram
Junkyu Lee, Radu Marinescu, A. Ihler, R. Dechter
2019Conference on Uncertainty in Artificial Intelligence9 citations
Semantic Scholar
From Stochastic Planning to Marginal MAP
Hao Cui, Radu Marinescu, R. Khardon
2018Neural Information Processing Systems8 citations
Semantic Scholar
An Axiomatic Framework for Influence Diagram Computation with Partially Ordered Utilities
N. Wilson, Radu Marinescu
2012International Conference on Principles of Knowledge Representation and Reasoning8 citations
Semantic Scholar
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations
Achille Fokoue, I. Abdelaziz, M. Crouse, S. Ikbal +4 more
2023International Joint Conference on Artificial Intelligence7 citations Open access
Semantic Scholar
Multi-Objective Influence Diagrams with Possibly Optimal Policies
Radu Marinescu, Abdul Razak, N. Wilson
2017AAAI Conference on Artificial Intelligence7 citations Open access
Semantic Scholar
inCode.Rules: An agile approach for defining and checking architectural constraints
Radu Marinescu, George Ganea
2010Proceedings of the 2010 IEEE 6th International Conference on Intelligent Computer Communication and Processing7 citations
Semantic Scholar
Discovering Comprehension Pitfalls in Class Hierarchies
Petru Florin Mihancea, Radu Marinescu
2009European Conference on Software Maintenance and Reengineering7 citations
Semantic Scholar
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification
Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu +2 more
2023European Conference on Artificial Intelligence6 citations Open access
Semantic Scholar
Evaluating the impact of AND/OR search on 0-1 integer linear programming
Radu Marinescu, R. Dechter
2010Constraints6 citations Open access
Semantic Scholar
AT4TS : Autotune for Time Series Foundation Models
Shivani Tomar, Seshu Tirupathi, Radu Marinescu, Elizabeth M. Daly +1 more
2025Trans. Mach. Learn. Res.5 citations
Semantic Scholar
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning
D. Bhattacharjya, Junkyu Lee, Don Joven Agravante, Balaji Ganesan +1 more
2024arXiv.org5 citations
Semantic Scholar
Markov Conditions and Factorization in Logical Credal Networks
Fabio Gagliardi Cozman, Radu Marinescu, Junkyu Lee, Alexander G. Gray +2 more
2023International Symposium on Imprecise Probabilities and Their Applications5 citations Open access
Semantic Scholar
Submodel Decomposition Bounds for Influence Diagrams
Junkyu Lee, Radu Marinescu, R. Dechter
2021AAAI Conference on Artificial Intelligence5 citations Open access
Semantic Scholar
Automated Decision Optimization with Reinforcement Learning
Radu Marinescu, Tejaswini Pedapati, Long Vu, Paulito Palmes +5 more
20215 citations
Semantic Scholar
iProblems - An Integrated Instrument for Reporting Design Flaws, Vulnerabilities and Defects
Mihai Codoban, C. Marinescu, Radu Marinescu
2011Working Conference on Reverse Engineering5 citations
Semantic Scholar
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
Radu Marinescu, D. Bhattacharjya, Junkyu Lee, Tigran T. Tchrakian +4 more
2025Conference on Empirical Methods in Natural Language Processing4 citations
Semantic Scholar
Optimistic Exploration for Risk-Averse Constrained Reinforcement Learning
James McCarthy, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
2025European Conference on Artificial Intelligence4 citations
Semantic Scholar