Latest research projects, publications, and talks
Monadification of Attribute Grammars [conference paper]
Posted
Dawn Michaelson (Ph.D. student), Eric Van Wyk (associate professor)
13th ACM SIGPLAN International Conference on Software Language Engineering (SLE)
Spectrum-Adapted Polynomial Approximation for Matrix Functions with Applications in Graph Signal Processing [journal]
Posted
Tiffany Fan, David I Shuman, Shashanka Ubaru, Yousef Saad (professor)
Algorithms
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots [preprint]
Posted
Md Jahidul Islam (Ph.D. student), Ruobing Wang (undergraduate research assistant), Karin de Langis (Ph.D. student), Junaed Sattar (assistant professor)
A bioelectric neural interface towards intuitive prosthetic control for amputees [journal]
Posted
Anh Tuan Nguyen, Jian Xu, Ming Jiang, Diu Khue Luu, Tong Wu, Wing-kin Tam, Wenfeng Zhao, Markus W Drealan, Cynthia K Overstreet, Qi Zhao (assistant professor), Jonathan Cheng, Edward W Keefer, Zhi Yang
Journal of Neural Engineering
Corn bran fiber modulates gut microbiota in individuals with overweight and obesity [preprint]
Posted
Nguyen K Nguyen, Edward C Deehan, Zhengxiao Zhang, Mingliang Jin, Nami Baskota, Maria Elisa Perez-Muñoz, Janis Cole, Yunus E Tuncil, Benjamin Seethaler, Ting Wang, Martine Laville, Nathalie M Delzenne, Stephan C Bischoff, Bruce R Hamaker, Inés Martínez, Dan Knights (professor), Jeffrey A Bakal, Carla M Prado, Jens Walter
Teaching deep learning causal effects improves predictive performance [preprint]
Posted
Jia Li (Ph.D. student), Xiaowei Jia (Ph.D. 2020), Haoyu Yang (Ph.D. student), Vipin Kumar (professor), Michael Steinbach (researcher), Gyorgy Simon (Ph.D. 2008)
Data-Aware Edge Sampling for Aggregate Query Approximation [conference poster]
Posted
Joel Wolfrath (Ph.D. student), Abhishek Chandra (professor)
5th ACM/IEEE Symposium on Edge Computing - Best Poster Award
Towards a Robust Edge-Native Storage System [conference paper]
Posted
Nikhil Sreekumar (Ph.D. student), Abhishek Chandra (professor), Jon Weissman (professor)
5th ACM/IEEE Symposium on Edge Computing
Exploiting Data Heterogeneity for Performance and Reliability in Federated Learning [conference poster]
Posted
Yuanli Wang (M.S. student), Dhruv Kumar (Ph.D. student), Abhishek Chandra (professor)
5th ACM/IEEE Symposium on Edge Computing
AggreFlow: Achieving power efficiency, load balancing, and quality of service in data center networks [journal]
Posted
Zehua Guo, Yang Xu, Ya-Feng Liu, Sen Liu, H Jonathan Chao, Zhi-Li Zhang (professor), Yuanqing Xia
IEEE/ACM Transactions on Networking