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 2021-11-01 to 2025-11-01.)

Article	Citations
Agents of exploration and discovery	69
Fusing remote and social sensing data for flood impact mapping	53
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation	52
Reclaiming authorship in the age of generative AI: From panic to possibility	46
Developing generative recommender systems for government subsidy programs with a new RQ‐VAE model: Wello and the Korean government case	34
OnAIR: Applications of the NASA on‐board artificial intelligence research platform	26
Will AI write scientific papers in the future?	22
Knowledge Graphs: Introduction, History and, Perspectives	22
Robust internal representations for domain generalization	21
Attracting artificial intelligence talent in the time of generative AI	20
Issue Information	17
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation	16
The New Faculty Highlights Program at AAAI‐21	16
AgAID Institute—AI for agricultural labor and decision support	16
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture	15
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)	15
CORRIGENDUM	14
Transformative research focus considered harmful	14
Advanced artificial agents intervene in the provision of reward	14
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence	14
Toward the confident deployment of real‐world reinforcement learning agents	13
Intelligent Links: AI-Supported Connections between Employers and Colleges	13
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?	12
Transforming the value chain of local journalism with artificial intelligence	12
	12

AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”	12
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning	11
Issue Information	10
Data‐efficient graph learning: Problems, progress, and prospects	10
Issue Information	9
The role of priming in anticipatory thinking	9
Decision making in open agent systems	9
Building trust: Foundations of security, safety, and transparency in AI	8
Multimodal AI Teacher: Integrating Edge Computing and Reasoning Models for Enhanced Student Error Analysis	8
XAI is in trouble	8
Agents of Exploration and Discovery	7
Prosocial dynamics in multiagent systems	7
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence	7
Systematically incorporating equity into design thinking for AI education	7
	7
Large Scale Multilingual Sticker Recommendation In Messaging Apps	7
Open issues in open world learning	7
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems	6
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control	6
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence	6
A biomedical open knowledge network harnesses the power of AI to understand deep human biology	6
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education	6
Efficient and robust sequential decision making algorithms	6
Looking back, looking ahead: Humans, ethics, and AI	5
Introduction to the Special Issue	5
AI literacy as a core component of AI education	5
Intelligent links: AI‐supported connections between employers and colleges	5
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering	5
Energy forecasting with robust, flexible, and explainable machine learning algorithms	5
Toward AI assistants that let designers design	5
Learning representations for robust human–robot interaction	5
Editorial introduction	4
Designing for human–AI complementarity in K‐12 education	4
Issue Information	4
Issue Information	4
The Promise of AI in an Open Justice System	4
Guest Editorial: AI and the news	4
Issue Information	4
Issue Information	4
Framework to enable and test conversational assistant for APIs and RPAs	4
In memory of Drew V. McDermott	4
Knowledge graphs: Introduction, history, and perspectives	4
Leveraging AI to improve health information access in the World's largest maternal mobile health program	3
Looking back, looking ahead: Symbolic versus connectionist AI	3
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence	3
Evaluation and incident prevention in an enterprise AI assistant	3
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems	3
	3
Engineering AI for provable retention of objectives over time	3
Recommender systems: Trends and frontiers	3

Navigating the new frontier: The role of AI‐driven virtual influencers in consumer engagement	3
What AIs are not learning (and why)	3
Looking Back, Looking Ahead: Symbolic versus Connectionist AI	3
Artificial intelligence education in Georgia middle schools	3
Toward robust, interactive, and human‐aligned AI systems	3
Feedback‐based self‐learning in large‐scale conversational AI agents	3
Multisensory machine intelligence	2
Artificial intelligent disobedience: Rethinking the agency of our artificial teammates	2
Human‐centered intelligent training for emergency responders	2
Decoding human behavior with big data? Critical, constructive input from the decision sciences	2
Issue Information	2
Against AI welfare: Care practices should prioritize living beings over AI	2
The AIFS Institute: Building a better food system through AI	2
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems	2
Search and learning for unsupervised text generation	2
Is AI at human parity yet? A case study on speech recognition	2
Human‐aware AI —A foundational framework for human–AI interaction	2
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case	2
Large scale multilingual sticker recommendation in messaging apps	2
A survey of consumer health question answering systems	2
	2
Generative AI: An AI paradigm shift in the making?	2
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems	2
Issue Information	1
Athena – The NSF AI Institute for Edge Computing	1
	1
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation	1
Using ChatGPT to produce code for a typical college‐level assignment	1
AI fairness in practice: Paradigm, challenges, and prospects	1
The AI field needs translational Ethical AI research	1
AI and agents	1
A survey of knowledge‐based sequential decision‐making under uncertainty	1
	1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge	1
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography	1
Creating intelligent cyberinfrastructure for democratizing AI	1
Fairness amidst non‐IID graph data: A literature review	1
Will AI Write Scientific Papers in the Future?	1
Conversational recommendation: A grand AI challenge	1
The AI Institute for Engaged Learning	1
Issue Information	1
Improve robustness of machine learning via efficient optimization and conformal prediction	1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals	1
A submodular optimization approach to trustworthy loan approval automation	1
The 2023 International Planning Competition	1
A survey of security and privacy issues of machine unlearning	1
Issue Information	1
Editorial	1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D	1
Explainability in music recommender systems	1
In Memoriam: Roger C. Schank, 1946–2023	1
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems	1
AI and elections: An introduction to the special issue	1
Open‐source AI at scale: Establishing an enterprise AI strategy through modular frameworks	1
Automated vulnerability evaluation with large language models and vulnerability ontologies	1
	1
AI4OPT: AI Institute for Advances in Optimization	1
On safe and usable chatbots for promoting voter participation	1