AI Magazine

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 2021-08-01 to 2025-08-01.)
ArticleCitations
Agents of exploration and discovery76
Fusing remote and social sensing data for flood impact mapping58
Knowledge Graphs: Introduction, History and, Perspectives42
Will AI write scientific papers in the future?38
Robust internal representations for domain generalization36
Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation32
DCV2I$\text{DCV}^2\text{I}$: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation24
Attracting artificial intelligence talent in the time of generative AI24
The New Faculty Highlights Program at AAAI‐2121
Issue Information19
Advanced artificial agents intervene in the provision of reward17
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)17
The Third AI Summer: AAAI Robert S. Engelmore Memorial Lecture16
Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence16
Transformative research focus considered harmful14
AgAID Institute—AI for agricultural labor and decision support14
Toward the confident deployment of real‐world reinforcement learning agents13
Intelligent Links: AI-Supported Connections between Employers and Colleges13
Seq2Pat: Sequence‐to‐pattern generation to bridge pattern mining with machine learning13
AAAI 23 Spring Symposium Report on “Socially Responsible AI for Well‐Bing”13
CORRIGENDUM13
Data‐efficient graph learning: Problems, progress, and prospects12
12
Do We Need a Hippocratic Oath for Artificial Intelligence Scientists?12
Letter from the Editors: AI Magazine in the new era of AI11
The role of priming in anticipatory thinking11
Transforming the value chain of local journalism with artificial intelligence11
Decision making in open agent systems11
Issue Information10
Building trust: Foundations of security, safety, and transparency in AI10
Systematically incorporating equity into design thinking for AI education9
Open issues in open world learning8
XAI is in trouble8
Large Scale Multilingual Sticker Recommendation In Messaging Apps8
Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence8
Agents of Exploration and Discovery8
AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence7
Summary report for the third international competition on computational models of argumentation7
Prosocial dynamics in multiagent systems7
The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education7
Avoiding Negative Side Effects Due to Incomplete Knowledge of AI Systems7
7
A biomedical open knowledge network harnesses the power of AI to understand deep human biology7
Energy forecasting with robust, flexible, and explainable machine learning algorithms6
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control6
Learning representations for robust human–robot interaction6
Efficient and robust sequential decision making algorithms6
Looking back, looking ahead: Humans, ethics, and AI5
AAAI‐MAKE 2023: Challenges requiring the combination of machine learning and knowledge engineering5
Intelligent links: AI‐supported connections between employers and colleges5
Introduction to the Special Issue5
Toward AI assistants that let designers design4
Editorial introduction4
Issue Information4
Designing for human–AI complementarity in K‐12 education4
Guest Editorial: AI and the news4
The Promise of AI in an Open Justice System4
In memory of Drew V. McDermott4
Knowledge graphs: Introduction, history, and perspectives4
Framework to enable and test conversational assistant for APIs and RPAs4
AI literacy as a core component of AI education4
Issue Information4
Engineering AI for provable retention of objectives over time3
Know, Know Where, KnowWhereGraph: A densely connected, cross‐domain knowledge graph and geo‐enrichment service stack for applications in environmental intelligence3
Leveraging AI to improve health information access in the World's largest maternal mobile health program3
What AIs are not learning (and why)3
Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems3
Looking back, looking ahead: Symbolic versus connectionist AI3
Artificial intelligence education in Georgia middle schools3
Looking Back, Looking Ahead: Symbolic versus Connectionist AI3
3
Issue Information3
Recommender systems: Trends and frontiers3
Feedback‐based self‐learning in large‐scale conversational AI agents3
Navigating the new frontier: The role of AI‐driven virtual influencers in consumer engagement3
Decoding human behavior with big data? Critical, constructive input from the decision sciences2
Is AI at human parity yet? A case study on speech recognition2
Large scale multilingual sticker recommendation in messaging apps2
Application of deep metric learning in the verification process of wheel design similarity: Hyundai motor company case2
Artificial intelligent disobedience: Rethinking the agency of our artificial teammates2
2
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems2
Human‐centered intelligent training for emergency responders2
The AIFS Institute: Building a better food system through AI2
Avoiding Negative Side Effects due to Incomplete Knowledge of AI Systems2
Recommending news in traditional media companies2
Human‐aware AI —A foundational framework for human–AI interaction2
Generative AI: An AI paradigm shift in the making?2
Deep learning for recommender systems: A Netflix case study2
A survey of consumer health question answering systems2
Progress in recommender systems research: Crisis? What crisis?2
Search and learning for unsupervised text generation2
Exploring the role of simulator fidelity in the safety validation of learning‐enabled autonomous systems1
A submodular optimization approach to trustworthy loan approval automation1
Human‐centered recommender systems: Origins, advances, challenges, and opportunities1
The AI Institute for Engaged Learning1
A survey of security and privacy issues of machine unlearning1
Creating intelligent cyberinfrastructure for democratizing AI1
Issue Information1
1
Conversational recommendation: A grand AI challenge1
Will AI Write Scientific Papers in the Future?1
Editorial1
AI and agents1
AI4OPT: AI Institute for Advances in Optimization1
A survey of knowledge‐based sequential decision‐making under uncertainty1
On safe and usable chatbots for promoting voter participation1
Athena – The NSF AI Institute for Edge Computing1
Using ChatGPT to produce code for a typical college‐level assignment1
Enabling AI innovation via data and model sharing: An overview of the NSF Convergence Accelerator Track D1
AI Autonomy: Self‐initiated Open‐world Continual Learning and Adaptation1
Issue Information1
An analysis of Watson vs. BARD vs. ChatGPT: The Jeopardy! Challenge1
AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography1
AI‐assisted research collaboration with open data for fair and effective response to call for proposals1
1
AI fairness in practice: Paradigm, challenges, and prospects1
In Memoriam: Roger C. Schank, 1946–20231
Recommendations as treatments1
The 2023 International Planning Competition1
Explainability in music recommender systems1
Fairness amidst non‐IID graph data: A literature review1
Issue Information1
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