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