Latest research projects, publications, and talks
The Emergence of Higher-Order Structure in Scientific and Technological Knowledge Networks [preprint]
Posted
Thomas Gebhart (Ph.D. student), Russell J Funk
Physics-Guided Recurrent Graph Networks for Predicting Flow and Temperature in River Networks [preprint]
Posted
Xiaowei Jia (Ph.D. 2020), Jacob Zwart, Jeffery Sadler, Alison Appling, Samantha Oliver, Steven Markstrom, Jared Willard (Ph.D. student), Shaoming Xu (Ph.D. student), Michael Steinbach (researcher), Jordan Read, Vipin Kumar (professor)
Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties [preprint]
Posted
Zeren Shui (Ph.D. student), George Karypis (professor)
Process Guided Deep Learning for Modeling Physical Systems: An Application in Lake Temperature Modeling [conference paper]
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Xiaowei Jia (Ph.D. 2020), Jared Willard (Ph.D. student), Anuj Karpatne (Ph.D. 2017), Jordan S Read, Jacob A Zwart, Michael Steinbach (researcher), Vipin Kumar (professor)
IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
In-Network Memory Access Ordering for Heterogeneous Multicore Systems [conference paper]
Posted
Jieming Yin, Antonia Zhai (associate professor)
14th IEEE/ACM International Symposium on Networks-on-Chip (NOCS 2020)
Managing App Testing Device Clouds: Issues and Opportunities [conference paper]
Posted
Mattia Fazzini (assistant professor), Alessandro Orso
35th IEEE/ACM International Conference on Automated Software Engineering (ASE), LBR track
A Framework for Automated Test Mocking of Mobile Apps [conference paper]
Posted
Mattia Fazzini (assistant professor), Alessandra Gorla, Alessandro Orso
35th IEEE/ACM International Conference on Automated Software Engineering
TransLoc: transparent indoor localization with uncertain human participation for instant delivery [journal]
Posted
Yu Yang, Yi Ding (Ph.D. student), Dengpan Yuan, Guang Wang, Xiaoyang Xie, Yunhuai Liu, Tian He (adjunct professor), Desheng Zhang (Ph.D. 2015)
Proceedings of the 26th Annual International Conference on Mobile Computing and Networking
GraphInf: A GCN-based Popularity Prediction System for Short Video Networks [conference app
Posted
Yuchao Zhang, Pengmiao Li, Zhi-Li Zhang (professor), Chaorui Zhang, Wendong Wang, Yishuang Ning, Bo Lian
27th International Conference on Web Services (ICWS)
Longitudinal multi-omics reveals subset-specific mechanisms underlying irritable bowel syndrome [journal]
Posted
Ruben AT Mars, Yi Yang, Tonya Ward, Mo Houtti (Ph.D. student), Sambhawa Priya, Heather R Lekatz, Xiaojia Tang, Zhifu Sun, Krishna R Kalari, Tal Korem, Yogesh Bhattarai, Tenghao Zheng, Noam Bar, Gary Frost, Abigail J Johnson, Will van Treuren, Shuo Han, Tamas Ordog, Madhusudan Grover, Justin Sonnenburg, Mauro D’Amato, Michael Camilleri, Eran Elinav, Eran Segal, Ran Blekhman, Gianrico Farrugia, Jonathan R Swann, Dan Knights (professor), Purna C Kashyap
Cell