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Publications
2025
Follow My Lead: Logical Fallacy Classification with Knowledge-Augmented LLMs
Wang, Olivia Peiyu
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Bansal, Tashvi
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Bai, Ryan
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Chui, Emily M
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Gilpin, Leilani H
arXiv preprint arXiv:2510.09970
October, 2025
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Explore the Loss space with Hill-ADAM
Manikandan, Meenakshi
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Gilpin, Leilani
arXiv preprint arXiv:2510.03613
October, 2025
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VFSI: Validity First Spatial Intelligence for Constraint-Guided Traffic Diffusion
Chauhan, Kargi
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Gilpin, Leilani H
arXiv preprint arXiv:2509.23971
September, 2025
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2024
Autonomous driving with spiking neural networks
Zhu, Rui-Jie
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Wang, Ziqing
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Gilpin, Leilani
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Eshraghian, Jason
Advances in Neural Information Processing Systems
December, 2024
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Right this way: Can VLMs Guide Us to See More to Answer Questions?
Liu, Li
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Yang, Diji
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Zhong, Sijia
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Tholeti, Kalyana Suma Sree
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Ding, Lei
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Zhang, Yi
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Gilpin, Leilani
Advances in Neural Information Processing Systems
December, 2024
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Proslm: A prolog synergized language model for explainable domain specific knowledge based question answering
Vakharia, Priyesh
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Kufeldt, Abigail
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Meyers, Max
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Lane, Ian
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Gilpin, Leilani H
International Conference on Neural-Symbolic Learning and Reasoning
September, 2024
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Slug Mobile: Test-Bench for RL Testing
Morris, Jonathan Wellington
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Shah, Vishrut
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Besanceney, Alex
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Shah, Daksh
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Gilpin, Leilani H
BayLearn 2024
August, 2024
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Accountability layers: explaining complex system failures by parts
Gilpin, Leilani H
Proceedings of the AAAI Conference on Artificial Intelligence
July, 2024
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A novel post-hoc explanation comparison metric and applications
Mitra, Shreyan
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Gilpin, Leilani
International Conference on Pattern Recognition and Artificial Intelligence
June, 2024
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2023
Towards a fuller understanding of neurons with clustered compositional explanations
La Rosa, Biagio
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Gilpin, Leilani
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Capobianco, Roberto
Advances in Neural Information Processing Systems
December, 2023
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Can large language models explain themselves? a study of llm-generated self-explanations
Huang, Shiyuan
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Mamidanna, Siddarth
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Jangam, Shreedhar
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Zhou, Yilun
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Gilpin, Leilani H
arXiv preprint arXiv:2310.11207
October, 2023
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Convolutional neural network model for diabetic retinopathy feature extraction and classification
Subramanian, Sharan
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Gilpin, Leilani H
arXiv preprint arXiv:2310.10806
October, 2023
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Separating facts and evaluation: motivation, account, and learnings from a novel approach to evaluating the human impacts of machine learning
Jenkins, Ryan
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Hammond, Kristian
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Spurlock, Sarah
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Gilpin, Leilani
AI & SOCIETY
August, 2023
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The anticipatory paradigm
Amos-Binks, Adam
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Dannenhauer, Dustin
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Gilpin, Leilani H
AI Magazine
June, 2023
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Anticipatory thinking challenges in open worlds: Risk management
Amos-Binks, Adam
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Dannenhauer, Dustin
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Gilpin, Leilani H
arXiv preprint arXiv:2306.13157
June, 2023
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The XAISuite framework and the implications of explanatory system dissonance
Mitra, Shreyan
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Gilpin, Leilani
arXiv preprint arXiv:2304.08499
April, 2023
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Semi-Automated Synthesis of Driving Rules
Ortiz, Diego
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Gilpin, Leilani
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Cardenas, Alvaro A
January, 2023
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Semi-Automated Synthesis of Driving Rules
Ortiz, Diego
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Gilpin, Leilani
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Cardenas, Alvaro A
January, 2023
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2022
A Framework for Generating Dangerous Scenes for Testing Robustness
Xu, Shengjie
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Mi, Lan
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Gilpin, Leilani H
Progress and Challenges in Building Trustworthy Embodied AI
November, 2022
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DANGER: A Framework of Danger-Aware Novel Dataset Generator Extension for Robustness Test of Machine Learning
Shengjie Xu
,
Leilani H. Gilpin
BayLearn 2022
November, 2022
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Project
Establishing meta-decision-making for AI: an ontology of relevance, representation and reasoning
Badea, Cosmin
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Gilpin, Leilani
arXiv preprint arXiv:2210.00608
October, 2022
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'Explanation' is Not a Technical Term: The Problem of Ambiguity in XAI
Gilpin, Leilani H
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Paley, Andrew R
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Alam, Mohammed A
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Spurlock, Sarah
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Hammond, Kristian J
arXiv preprint arXiv:2207.00007
June, 2022
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Outracing champion Gran Turismo drivers with deep reinforcement learning
Wurman, Peter R
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Barrett, Samuel
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Kawamoto, Kenta
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MacGlashan, James
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Subramanian, Kaushik
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Walsh, Thomas J
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Capobianco, Roberto
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Devlic, Alisa
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Eckert, Franziska
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Fuchs, Florian
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others
Nature
February, 2022
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