📰 AI Magazine 2024: all accepted papers

60 papers · the most cited first · ← AI Magazine 2024

1. Combating misinformation in the age of LLMs: Opportunities and challengesCanyu Chen, Kai Shu140 citations · our summary
2. In search of verifiability: Explanations rarely enable complementary performance in AI‐advised decision making ↗Raymond Fok, Daniel S. Weld53 citations
3. A new era of AI‐assisted journalism at Bloomberg ↗Claudia Quinonez, Edgar Meij25 citations
4. The 2023 International Planning Competition ↗Ayal Taitler, Ron Alford, Joan Espasa et al.24 citations
5. AI‐ALOE: AI for reskilling, upskilling, and workforce development ↗Ashok Kumar Goel, Chris Dede, Myk Garn et al.23 citations
6. The business of news in the AI economy ↗Helle Sjøvaag23 citations
7. AI fairness in practice: Paradigm, challenges, and prospects ↗Wenbin Zhang19 citations
8. Building trustworthy NeuroSymbolic AI Systems: Consistency, reliability, explainability, and safety ↗Manas Gaur, Amit Sheth19 citations
9. Transforming the value chain of local journalism with artificial intelligence ↗Bartosz Wilczek, Mario Haim, Neil Thurman19 citations
10. From learning optimization to learner flourishing: Reimagining AI in Education at the Institute for Student‐AI Teaming (iSAT) ↗Sidney K. D’Mello, Quentin L Biddy, Thomas Breideband et al.18 citations
11. AIFARMS: Artificial intelligence for future agricultural resilience, management, and sustainability ↗Vikram Adve, Jessica M. Wedow, Elizabeth A. Ainsworth et al.14 citations
12. Generative AI: An AI paradigm shift in the making? ↗Risto P Miikkulainen14 citations
13. XAI is in trouble ↗Rosina O. Weber, Adam J. Johs, Prateek Goel et al.14 citations
14. Audiences, automation, and AI: From structured news to language models ↗David Caswell12 citations
15. The AI Institute for Engaged Learning ↗James C. Lester, Mohit Bansal, Gautam Biswas et al.11 citations
16. Creating intelligent cyberinfrastructure for democratizing AI ↗Dhabaleswar K. DK Panda, Vipin Chaudhary, Eric Fosler‐Lussier et al.9 citations
17. Prosocial dynamics in multiagent systems ↗Fernando Pereira dos Santos9 citations
18. AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data‐driven control ↗J. Nathan Kutz, Steven L. Brunton, Krithika Manohar et al.7 citations
19. AI‐EDGE: An NSF AI institute for future edge networks and distributed intelligence ↗Peizhong Ju, Chengzhang Li, Yingbin Liang et al.7 citations
20. Implementation of the EU AI act calls for interdisciplinary governance ↗Huixin Zhong7 citations
21. Institute for Artificial Intelligence and Fundamental Interactions (IAIFI): Infusing physics intelligence into artificial intelligence ↗Jesse Thaler, Mike Williams, Marisa LaFleur6 citations
22. The AIFS Institute: Building a better food system through AI ↗Ilias Tagkopoulos, J. Mason Earles, Danielle G. Lemay et al.6 citations
23. The National Artificial Intelligence Research Institutes program and its significance to a prosperous future ↗James Donlon6 citations
24. AI and agents ↗Babak Hodjat5 citations
25. AIIRA: AI Institute for Resilient Agriculture ↗Baskar Ganapathysubramanian, Jessica M. P. Bell, George A. Kantor et al.5 citations
26. Measuring the benefit of increased transparency and control in news recommendation ↗Nava Tintarev, Bart P. Knijnenburg, Martijn C. Willemsen5 citations
27. AI2ES: The NSF AI Institute for Research on Trustworthy AI for Weather, Climate, and Coastal Oceanography ↗Amy McGovern, Imme Ebert‐Uphoff, Elizabeth A. Barnes et al.4 citations
28. Fair and optimal prediction via post‐processing ↗Han Zhao4 citations
29. Molecule Maker Lab Institute: Accelerating, advancing, and democratizing molecular innovation ↗Martin D. Burke, Scott E. Denmark, Ying Diao et al.4 citations
30. A submodular optimization approach to trustworthy loan approval automation ↗Kyungsik Lee, Hana Yoo, Sumin Shin et al.3 citations
31. A survey of out‐of‐distribution generalization for graph machine learning from a causal view ↗Jing Ma3 citations
32. AI‐CARING: National AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups ↗Sonia Chernova, Elizabeth D. Mynatt, Agata Rozga et al.3 citations
33. AI‐assisted research collaboration with open data for fair and effective response to call for proposals ↗Siva Likitha Valluru, Michael N. Widener, Biplav Srivastava et al.3 citations
34. AgAID Institute—AI for agricultural labor and decision support ↗Alan Fern, Margaret Burnett, Joseph R. Davidson et al.3 citations
35. Data‐efficient graph learning: Problems, progress, and prospects ↗Kaize Ding, Yixin Liu, Chuxu Zhang et al.3 citations
36. Engineering AI for provable retention of objectives over time ↗Sunday Adeniyi Fasoro3 citations
37. Food information engineering ↗Azanzi Jiomekong, Allard Oelen, Sören Auer et al.3 citations
38. Fusing remote and social sensing data for flood impact mapping ↗Zainab Akhtar, Umair Qazi, Aya El‐Sakka et al.3 citations
39. Physical scene understanding ↗Jiajun Wu3 citations
40. The virtual driving instructor: Multi‐agent system collaborating via knowledge graph for scalable driver education ↗Johannes Rehm, Irina Reshodko, Stian Zimmermann Børresen et al.3 citations
41. AI4OPT: AI Institute for Advances in Optimization ↗Pascal Van Hentenryck, Kevin Dalmeijer2 citations
42. Better environments for better AI ↗Sarah Keren2 citations
43. Efficient and robust sequential decision making algorithms ↗Pan Xu2 citations
44. Exploring the impact of automated correction of misinformation in social media ↗Grégoire Burel, Mohammad Ali Tavakoli, Harith Alani2 citations
45. Towards smooth mobile robot deployments in dynamic human environments ↗Christoforos Mavrogiannis2 citations
46. Effective knowledge representation and utilization for sustainable collaborative learning across heterogeneous systems ↗Trong Nghia Hoang1 citation
47. Framework to enable and test conversational assistant for APIs and RPAs ↗Jayachandu Bandlamudi, Kushal Mukherjee, Prerna Agarwal et al.1 citation
48. Guest Editorial: AI and the news ↗Andreas Lothe Opdahl, Natali Helberger, Nicholas A. Diakopoulos1 citation
49. Improve robustness of machine learning via efficient optimization and conformal prediction ↗Yan Yan1 citation
50. Leveraging AI to improve health information access in the World's largest maternal mobile health program ↗Shresth Verma, Arshika Lalan, Paula Rodríguez Díaz et al.1 citation
51. The TILOS AI Institute: Integrating optimization and AI for chip design, networks, and robotics ↗Andrew B. Kahng, Arya Mazumdar, Jodi Reeves et al.1 citation
52. Athena – The NSF AI Institute for Edge Computing ↗Yiran Chen, Suman Banerjee, Shaundra Bryant Daily et al.
53. DCV2IDCV²I: Leveraging deep vision models to support geographers' visual interpretation in dune segmentation ↗Anqi Lu, Zifeng Wu, Zheng Jiang et al.
54. Deceptively simple: An outsider's perspective on natural language processing ↗Ashiqur R. KhudaBukhsh
55. Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world ↗Adam R. Klivans, Alexandros G. Dimakis, Kristen Grauman et al.
56. Introduction to the Special Issue ↗Ashok Kumar Goel, Chaohua Ou
57. Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2024) ↗Alexander K.C. Wong, Yuhao Chen, Jan R. Seyler
58. Learning representations for robust human–robot interaction ↗Yen‐Ling Kuo
59. Toward the confident deployment of real‐world reinforcement learning agents ↗Josiah P. Hanna
60. Towards robust visual understanding: A paradigm shift in computer vision from recognition to reasoning ↗Tejas Gokhale

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