OOIR: Observatory of International Research

Papers

(The median citation count of AI Magazine is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)

Article	Citations
Fusing remote and social sensing data for flood impact mapping	98
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	89
OnAIR: Applications of the NASA on‐board artificial intelligence research platform	60
Developing generative recommender systems for government subsidy programs with a new RQ‐VAE model: Wello and the Korean government case	40
Robust internal representations for domain generalization	30
Reclaiming authorship in the age of generative AI: From panic to possibility	30
Attracting artificial intelligence talent in the time of generative AI	26
Issue Information	25
The New Faculty Highlights Program at AAAI‐21	24
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	23
Groups of experts often differ in their decisions: What are the implications for AI and machine learning? A commentary onNoise: A Flaw in Human Judgment, byKahneman, Sibony, and Sunstein (2021)	21
Transformative research focus considered harmful	19
AgAID Institute—AI for agricultural labor and decision support	19
Advanced artificial agents intervene in the provision of reward	19
Toward the confident deployment of real‐world reinforcement learning agents	18
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	18
The ETHICAL Protocol for Responsible Use of Generative AI for Research Purposes in Higher Education	18
Issue Information	17
Transforming the value chain of local journalism with artificial intelligence	17
Data‐efficient graph learning: Problems, progress, and prospects	16
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	15
Decision making in open agent systems	14
Multimodal AI Teacher: Integrating Edge Computing and Reasoning Models for Enhanced Student Error Analysis	14
Issue Information	14
Systematically incorporating equity into design thinking for AI education	13

XAI is in trouble	12
Building trust: Foundations of security, safety, and transparency in AI	11
The role of priming in anticipatory thinking	11
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	11
Imitation learning is probably existentially safe	10
Foundation Models for Anomaly Detection: Vision and Challenges	10
	10
Open issues in open world learning	10
Issue Information	9
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	9
Prosocial dynamics in multiagent systems	9
An actionable framework for AI‐ready data	9
AI for social science: A sociology PhD candidate's autoethnography on how LLMs are changing research work	9
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	8
Issue Information	8
Efficient and robust sequential decision making algorithms	8
Learning representations for robust human–robot interaction	7
Introduction to the Special Issue	7
Toward AI assistants that let designers design	7
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	7
Looking back, looking ahead: Humans, ethics, and AI	7
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	7
Energy forecasting with robust, flexible, and explainable machine learning algorithms	7
	7
Framework to enable and test conversational assistant for APIs and RPAs	6
Knowledge Engineering for Open Science: Building and Deploying Knowledge Bases for Metadata Standards	6
AI literacy as a core component of AI education	5
Issue Information	5
Designing for human–AI complementarity in K‐12 education	5
Guest Editorial: AI and the news	5
Issue Information	4
Recommender systems: Trends and frontiers	4
Navigating the new frontier: The role of AI‐driven virtual influencers in consumer engagement	4
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	4
What AIs are not learning (and why)	4
Artificial intelligence for web development: Perspectives from the industry	4
Artificial intelligence education in Georgia middle schools	4
Evaluation and incident prevention in an enterprise AI assistant	4
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	4
	4
Leveraging AI to improve health information access in the World's largest maternal mobile health program	4
Engineering AI for provable retention of objectives over time	4
Issue Information	4
Toward robust, interactive, and human‐aligned AI systems	4
Issue Information	4
Against AI welfare: Care practices should prioritize living beings over AI	4
Multisensory machine intelligence	4
In memory of Drew V. McDermott	4
A survey of consumer health question answering systems	3
The AIFS Institute: Building a better food system through AI	3

Search and learning for unsupervised text generation	3
Artificial intelligence and the impact of the EU AI Act in business organizations	3
Is AI at human parity yet? A case study on speech recognition	3
Artificial intelligent disobedience: Rethinking the agency of our artificial teammates	3
	3
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	3
Issue Information	3
	3
Generative AI: An AI paradigm shift in the making?	3
Human‐aware AI —A foundational framework for human–AI interaction	3
Explainability in music recommender systems	3
Data readiness pipeline patterns for scientific AI at scale: Insights from climate, fusion, life sciences, and materials	2
Six principles for evaluating cognitive capabilities in AI models	2
Athena – The NSF AI Institute for Edge Computing	2
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	2
AI‐driven perception management and political soft power: Insights from expert interviews	2
Creating intelligent cyberinfrastructure for democratizing AI	2
Training robots with natural and lightweight human feedback	2
Human at the Center: A Framework for Human‐Driven AI Development	2
Conversational recommendation: A grand AI challenge	2
Fairness amidst non‐IID graph data: A literature review	2
	2
	2
Using ChatGPT to produce code for a typical college‐level assignment	2
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups	1
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	1
AI and agents	1
The AI field needs translational Ethical AI research	1
On safe and usable chatbots for promoting voter participation	1
The AI Institute for Engaged Learning	1
	1
In Memoriam: Roger C. Schank, 1946–2023	1
Issue Information	1
A survey of knowledge‐based sequential decision‐making under uncertainty	1
Improve robustness of machine learning via efficient optimization and conformal prediction	1
Distribution shifts in trustworthy machine learning	1
AI and elections: An introduction to the special issue	1
Issue Information	1
Automated vulnerability evaluation with large language models and vulnerability ontologies	1
	1
AI fairness in practice: Paradigm, challenges, and prospects	1
A survey of security and privacy issues of machine unlearning	1
Editorial	1
The 2023 International Planning Competition	1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	1
Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world	1
Semi‐Markovian planning to coordinate aerial and maritime medical evacuation platforms	1
Automatic product copywriting for e‐commerce	1
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	1
A submodular optimization approach to trustworthy loan approval automation	1
Hybrid humor: Investigating AI's potential in cartoon caption writing	1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	1
Issue Information	1
AI4OPT: AI Institute for Advances in Optimization	1
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	1
Open‐source AI at scale: Establishing an enterprise AI strategy through modular frameworks	1
The multisided complexity of fairness in recommender systems	1