Publications
This section contains publications published by ISI over the past several decades.
2023
SABAF: Removing strong attribute bias from neural networks with adversarial filtering
Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed
arXiv preprint arXiv:2311.07141, 2023
Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks
Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E Hussein, Wael AbdAlmageed
arXiv preprint arXiv:2310.04955, 2023
Shadow datasets, new challenging datasets for causal representation learning
Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E Hussein, Wael AbdAlmageed
arXiv preprint arXiv:2308.05707, 2023
A critical view of vision-based long-term dynamics prediction under environment misalignment
Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E Hussein, Wael AbdAlmageed
International Conference on Machine Learning, 38258-38271, 2023
Using visual cropping to enhance fine-detail question answering of blip-family models
Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara, Filip Ilievski
arXiv preprint arXiv:2306.00228, 2023
Visual cropping improves zero-shot question answering of multimodal large language models
Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara, Filip Ilievski
R0-FoMo: Robustness of Few-shot and Zero-shot Learning in Large Foundation …, 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions
Mahyar Khayatkhoei, Wael AbdAlmageed
International Conference on Machine Learning, 16326-16343, 2023
CyberPaleo: Informatics Approaches to the Paleogeosciences Poster
Julien Emile-Geay, Deborah Khider, Nicholas McKay, Feng Zhu
AGU23, 2023
Water mass classification by clustering passive tracer distributions-a first foray
Jordan Landers, Julien Emile-Geay, Deborah Khider
AGU Fall Meeting Abstracts 2023 (1762), OS41C-1762, 2023
PReSto, a Paleoclimate Reconstruction Storehouse-Increasing the utility of paleoclimate reconstructions through innovative online tools
Michael P Erb, Nicholas McKay, David Edge, Deborah Khider, Julien Emile-Geay, Cody Routson, Feng Zhu
AGU Fall Meeting Abstracts 2023 (1566), PP33E-1566, 2023
PaleoCube: Enabling cloud-based paleoclimatology
Deborah Khider, Varun Ratnakar, Julien Emile-Geay, Feng Zhu, Alexander James, Jordan Landers, Yolanda Gil, Maximiliano Osorio, Hernan Vargas, Nicholas McKay
AGU Fall Meeting Abstracts 2023 (603), IN23B-0603, 2023
A Cross-Sectional Speleothem Study of Linkages between Growth Rates, Oxygen Isotopes, and Insolation
Alexander James, Julien Emile-Geay, Judson Wiley Partin, Deborah Khider, Jordan Landers
AGU Fall Meeting Abstracts 2023 (1371), PP23A-1371, 2023
cfr: a Python package for Climate Field Reconstruction
Feng Zhu, Julien Emile-Geay, Gregory J Hakim, Dominique Guillot, Robert Tardif, Andre Perkins, Deborah Khider
AGU Fall Meeting Abstracts 2023 (1249), PP13D-1249, 2023
cfr (v2023. 9.14): a Python package for climate field reconstruction
Feng Zhu, Julien Emile-Geay, Gregory J Hakim, Dominique Guillot, Deborah Khider, Robert Tardif, Walter A Perkins
EGUsphere 2023, 1-34, 2023
Detecting paleoclimate transitions with Laplacian Eigenmaps for Recurrence Matrices (LERM)
Alexander James, Julien Emile-Geay, Nishant Malik, Deborah Khider
Authorea Preprints, 2023
Priority-based search for the virtual network embedding problem
Yi Zheng, Hang Ma, Sven Koenig, Erik Kline, TK Satish Kumar
Proceedings of the International Conference on Automated Planning and …, 2023
Deep Dive into NTP Pool Popularity and Mapping: SIDN Labs Technical Report--2023-10-12
Giovane CM Moura, Marco Davids, Caspar Schutijser, Cristian Hesselman, John Heidemann, G Smaragdakis
2023
Vulnerability disclosure considered stressful
Giovane CM Moura, John Heidemann
ACM SIGCOMM Computer Communication Review 53 (2), 2-10, 2023
Having your privacy cake and eating it too: Platform-supported auditing of social media algorithms for public interest
Basileal Imana, Aleksandra Korolova, John Heidemann
Proceedings of the ACM on Human-Computer Interaction 7 (CSCW1), 1-33, 2023
Quantum Monte Carlo algorithm for Bose-Hubbard models on arbitrary graphs
Emre Akaturk, Itay Hen
arXiv preprint arXiv:2309.05166, 2023