Kevin G. Yager

20 papers A 6Misc 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
EnvTrace: Simulation-Based Semantic Evaluation of LLM Code via Execution Trace Alignment - Demonstrated at Synchrotron Beamlines.
CoRR
Noah van der Vleuten, Anthony Flores, Shray Mathur, Max Rakitin, Thomas Hopkins, Kevin G. Yager, Esther H. R. Tsai
2025 J jnl
VISION: a modular AI assistant for natural human-instrument interaction at scientific user facilities.
Mach. Learn. Sci. Technol.
Shray Mathur, Noah van der Vleuten, Kevin G. Yager, Esther H. R. Tsai
2024 J jnl
Towards a Science Exocortex.
CoRR
Kevin G. Yager
2024 J jnl
VISION: A Modular AI Assistant for Natural Human-Instrument Interaction at Scientific User Facilities.
CoRR
Shray Mathur, Noah van der Vleuten, Kevin G. Yager, Esther H. R. Tsai
2023 J jnl
Domain-specific ChatBots for Science using Embeddings.
CoRR
Kevin G. Yager
2023 J jnl
Virtual Scientific Companion for Synchrotron Beamlines: A Prototype.
CoRR
Daniel Potemkin, Carlos Soto, Ruipeng Li, Kevin G. Yager, Esther H. R. Tsai
2022 A conf
Non-Blind Deblurring for Fluorescence: A Deformable Latent Space Approach with Kernel Parameterization.
WACV
Ziqiao Guan, Esther H. R. Tsai, Xiaojing Huang, Kevin G. Yager, Hong Qin
2021 J jnl
Co-design Center for Exascale Machine Learning Technologies (ExaLearn).
Int. J. High Perform. Comput. Appl.
Francis J. Alexander, James Ang, Jenna A. Bilbrey, Jan Balewski, Tiernan Casey, Ryan Chard, Jong Choi, Sutanay Choudhury, Bert J. Debusschere, Anthony M. DeGennaro, Nikoli Dryden, J. Austin Ellis, Ian T. Foster, Cristina Garcia-Cardona, Sayan Ghosh, Peter Harrington, Yunzhi Huang, Shantenu Jha, Travis Johnston, Ai Kagawa, Ramakrishnan Kannan, Neeraj Kumar, Zhengchun Liu, Naoya Maruyama, Satoshi Matsuoka, Erin McCarthy, Jamaludin Mohd-Yusof, Peter Nugent, Yosuke Oyama, Thomas Proffen, David Pugmire, Sivasankaran Rajamanickam, Vinay Ramakrishnaiah, Malachi Schram, Sudip K. Seal, Ganesh Sivaraman, Christine Sweeney, Li Tan, Rajeev Thakur, Brian Van Essen, Logan T. Ward, Paul M. Welch, Michael Wolf, Sotiris S. Xantheas, Kevin G. Yager, Shinjae Yoo, Byung-Jun Yoon
2021 J jnl
Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images.
IEEE Trans. Vis. Comput. Graph.
Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin G. Yager, Wei Xu
2020 J jnl
Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images.
CoRR
Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin G. Yager, Wei Xu
2020 A conf
Multi-Label Visual Feature Learning with Attentional Aggregation.
WACV
Ziqiao Guan, Kevin G. Yager, Dantong Yu, Hong Qin
2019 A conf
PtychoNet: Fast and High Quality Phase Retrieval for Ptychography.
BMVC
Ziqiao Guan, Esther H. R. Tsai, Xiaojing Huang, Kevin G. Yager, Hong Qin
2019 J jnl
Visual Understanding of Multiple Attributes Learning Model of X-Ray Scattering Images.
CoRR
Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin G. Yager, Wei Xu
2018 A conf
Automatic X-ray Scattering Image Annotation via Double-View Fourier-Bessel Convolutional Networks.
BMVC
Ziqiao Guan, Hong Qin, Kevin G. Yager, Youngwoo Choo, Dantong Yu
2018 — conf
In-Operando Tracking and Prediction of Transition in Material System using LSTM.
AI-Science@HPDC
Pranjal Sahu, Dantong Yu, Kevin G. Yager, Mallesham Dasari, Hong Qin
2018 J jnl
MultiSciView: Multivariate Scientific X-ray Image Visual Exploration with Cross-Data Space Views.
Vis. Informatics
Wen Zhong, Wei Xu, Kevin G. Yager, Gregory S. Doerk, Jian Zhao, Yunke Tian, Sungsoo Ha, Cong Xie, Yuan Zhong, Klaus Mueller, Kerstin Kleese van Dam
2017 A conf
X-Ray Scattering Image Classification Using Deep Learning.
WACV
Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
2016 J jnl
X-ray Scattering Image Classification Using Deep Learning.
CoRR
Boyu Wang, Kevin G. Yager, Dantong Yu, Minh Hoai
2014 Misc conf
Diffusion-based clustering analysis of coherent X-ray scattering patterns of self-assembled nanoparticles.
SAC
Hao Huang, Shinjae Yoo, Konstantine Kaznatcheev, Kevin G. Yager, Fang Lu, Dantong Yu, Oleg Gang, Andrei Fluerasu, Hong Qin
2014 A conf
Materials discovery: Fine-grained classification of X-ray scattering images.
WACV
M. Hadi Kiapour, Kevin G. Yager, Alexander C. Berg, Tamara L. Berg