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 2022-05-01 to 2026-05-01.)

Article	Citations
Fusing remote and social sensing data for flood impact mapping	95
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	84
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	37
Attracting artificial intelligence talent in the time of generative AI	30
Robust internal representations for domain generalization	29
Reclaiming authorship in the age of generative AI: From panic to possibility	25
Issue Information	24
The New Faculty Highlights Program at AAAI‐21	23
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	22
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
The ETHICAL Protocol for Responsible Use of Generative AI for Research Purposes in Higher Education	19
Advanced artificial agents intervene in the provision of reward	18
AgAID Institute—AI for agricultural labor and decision support	18
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	18
Toward the confident deployment of real‐world reinforcement learning agents	18
Issue Information	17
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	17
Transforming the value chain of local journalism with artificial intelligence	16
Data‐efficient graph learning: Problems, progress, and prospects	14
Issue Information	13
Decision making in open agent systems	13
Systematically incorporating equity into design thinking for AI education	12
Multimodal AI Teacher: Integrating Edge Computing and Reasoning Models for Enhanced Student Error Analysis	12

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

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