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 2022-08-01 to 2026-08-01.)

Article	Citations
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	99
Robust internal representations for domain generalization	56
Attracting artificial intelligence talent in the time of generative AI	38
Fusing remote and social sensing data for flood impact mapping	33
OnAIR: Applications of the NASA on‐board artificial intelligence research platform	25
Reclaiming authorship in the age of generative AI: From panic to possibility	25
Developing generative recommender systems for government subsidy programs with a new RQ‐VAE model: Wello and the Korean government case	25
The New Faculty Highlights Program at AAAI‐21	21
Issue Information	21
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	20
Advanced artificial agents intervene in the provision of reward	19
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)	19
Transformative research focus considered harmful	19
AgAID Institute—AI for agricultural labor and decision support	19
The ETHICAL Protocol for Responsible Use of Generative AI for Research Purposes in Higher Education	18
Toward the confident deployment of real‐world reinforcement learning agents	17
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	16
Issue Information	14
Data‐efficient graph learning: Problems, progress, and prospects	14
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	13
Transforming the value chain of local journalism with artificial intelligence	13
XAI is in trouble	12
Systematically incorporating equity into design thinking for AI education	12
Decision making in open agent systems	12
Issue Information	12

The role of priming in anticipatory thinking	12
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	11
Building trust: Foundations of security, safety, and transparency in AI	11
Multimodal AI Teacher: Integrating Edge Computing and Reasoning Models for Enhanced Student Error Analysis	11
Imitation learning is probably existentially safe	9
Open issues in open world learning	9
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	9
Foundation Models for Anomaly Detection: Vision and Challenges	9
	9
AI for social science: A sociology PhD candidate's autoethnography on how LLMs are changing research work	8
Issue Information	8
Prosocial dynamics in multiagent systems	8
An actionable framework for AI‐ready data	8
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	7
Learning representations for robust human–robot interaction	7
Efficient and robust sequential decision making algorithms	7
Issue Information	7
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	7
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	7
Toward AI assistants that let designers design	6
Knowledge Engineering for Open Science: Building and Deploying Knowledge Bases for Metadata Standards	6
Guest Editorial: AI and the news	6
Introduction to the Special Issue	6
Energy forecasting with robust, flexible, and explainable machine learning algorithms	6
Artificial intelligence for web development: Perspectives from the industry	6
	6
Framework to enable and test conversational assistant for APIs and RPAs	6
Issue Information	5
In memory of Drew V. McDermott	5
Issue Information	5
AI literacy as a core component of AI education	5
Issue Information	5
Issue Information	5
Multisensory machine intelligence	4
Artificial intelligence education in Georgia middle schools	4
Engineering AI for provable retention of objectives over time	4
Against AI welfare: Care practices should prioritize living beings over AI	4
Toward robust, interactive, and human‐aligned AI systems	4
	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
Evaluation and incident prevention in an enterprise AI assistant	4
Leveraging AI to improve health information access in the World's largest maternal mobile health program	4
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	4
What AIs are not learning (and why)	4
AI‐driven perception management and political soft power: Insights from expert interviews	3
Artificial intelligent disobedience: Rethinking the agency of our artificial teammates	3
Is AI at human parity yet? A case study on speech recognition	3
A survey of consumer health question answering systems	3
Issue Information	3

	3
Training robots with natural and lightweight human feedback	3
The AIFS Institute: Building a better food system through AI	3
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	3
Human‐aware AI —A foundational framework for human–AI interaction	3
Fairness amidst non‐IID graph data: A literature review	3
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	3
Artificial intelligence and the impact of the EU AI Act in business organizations	3
	3
	3
Search and learning for unsupervised text generation	3
Generative AI: An AI paradigm shift in the making?	3
Six principles for evaluating cognitive capabilities in AI models	3
Data readiness pipeline patterns for scientific AI at scale: Insights from climate, fusion, life sciences, and materials	2
Using ChatGPT to produce code for a typical college‐level assignment	2
On safe and usable chatbots for promoting voter participation	2
Hybrid humor: Investigating AI's potential in cartoon caption writing	2
	2
The AI Institute for Engaged Learning	2
Athena – The NSF AI Institute for Edge Computing	2
The 2023 International Planning Competition	2
Editorial	2
In Memoriam: Roger C. Schank, 1946–2023	2
A survey of security and privacy issues of machine unlearning	2
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	2
AI4OPT: AI Institute for Advances in Optimization	2
Human at the Center: A Framework for Human‐Driven AI Development	2
Issue Information	2
Creating intelligent cyberinfrastructure for democratizing AI	2
	2
Improve robustness of machine learning via efficient optimization and conformal prediction	2
AI fairness in practice: Paradigm, challenges, and prospects	2
Exploring the impact of automated correction of misinformation in social media	1
The AI field needs translational Ethical AI research	1
Issue Information	1
Open‐source AI at scale: Establishing an enterprise AI strategy through modular frameworks	1
A submodular optimization approach to trustworthy loan approval automation	1
Semi‐Markovian planning to coordinate aerial and maritime medical evacuation platforms	1
What do we want from AI?	1
Maximizing AI reliability through anticipatory thinking and model risk audits	1
Issue Information	1
Audiences, automation, and AI: From structured news to language models	1
An explainable forecasting system for humanitarian needs assessment	1
Automatic product copywriting for e‐commerce	1
AI and elections: An introduction to the special issue	1
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	1
Distribution shifts in trustworthy machine learning	1
Automated vulnerability evaluation with large language models and vulnerability ontologies	1
AI and core electoral processes: Mapping the horizons	1
Understanding political polarization using language models: A dataset and method	1
A new era of AI‐assisted journalism at Bloomberg	1
	1
Looking back, looking ahead: Strategic initiatives in AI and NSF's AI Institutes Program	1
AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups	1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	1
AI and agents	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
The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics	1
In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making	1
Teach AI What It Doesn't Know	1