Latest research projects, publications, and talks
Scalable Consistency Training for Graph Neural Networks via Self-Ensemble Self-Distillation [preprint]
Posted
Cole Hawkins, Vassilis N Ioannidis, Soji Adeshina, George Karypis (professor)
Zero-shot Natural Language Video Localization [conference paper]
Posted
Jinwoo Nam, Daechul Ahn, Dongyeop Kang (assistant professor), Seong Jong Ha, Jonghyun Choi
International Conference on Computer Vision (ICCV)
Taproot: Resilient Diversity Routing with Bounded Latency [conference paper]
Posted
Eman Ramadan (Ph.D. student), Hesham Mekky (Ph.D. 2016), Cheng Jin (Ph.D. 2018), Braulio Dumba (Ph.D. 2018), Zhi-Li Zhang (professor)
ACM SIGCOMM Symposium on SDN Research (SOSR)
Accelerating Distributed Deep Learning using Multi-Path RDMA in Data Center Networks [conference paper]
Posted
Feng Tian (Ph.D. student), Yang Zhang (Ph.D. 2019), Wei Ye (Ph.D. student), Cheng Jin (Ph.D. 2018), Ziyan Wu (Ph.D. student), Zhi-li Zhang (professor)
ACM SIGCOMM Symposium on SDN Research (SOSR)
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding [preprint]
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Thomas Gebhart (Ph.D. student), Jakob Hansen, Paul Schrater (professor)
Solve Minimax Optimization by Anderson Acceleration [preprint]
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Huan He, Shifan Zhao, Yuanzhe Xi, Joyce C Ho, Yousef Saad (professor)
Multi-omics analyses show disease, diet, and transcriptome interactions with the virome [journal]
Posted
Kathie A Mihindukulasuriya, Ruben AT Mars, Abigail J Johnson, Tonya Ward, Sambhawa Priya, Heather R Lekatz, Krishna R Kalari, Lindsay Droit, Tenghao Zheng, Ran Blekhman, Mauro D’Amato, Gianrico Farrugia, Dan Knights (professor), Scott A Handley, Purna C Kashyap
Gastroenterology
Heuristic and Hierarchical-Based Population Mining of Salmonella enterica Lineage I Pan-Genomes as a Platform to Enhance Food Safety [journal]
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Joao Carlos Gomes-Neto, Natasha Pavlovikj, Carmen Cano, Baha Abdalhamid, Gabriel Asad Al-Ghalith, John Dustin Loy, Dan Knights (professor), Peter C Iwen, Byron D Chaves, Andrew K Benson
Frontiers in Sustainable Food Systems
Action planning and control under uncertainty emerge through a desirability-driven competition between parallel encoding motor plans [journal]
Posted
Vince Enachescu, Paul Schrater (professor), Stefan Schaal, Vassilios Christopoulos
PLoS Computational Biology
Self-supervised Secondary Landmark Detection via 3D Representation Learning [preprint]
Posted
Praneet C. Bala (Ph.D. student), Jan Zimmermann, Hyun Soo Park (assistant professor), Benjamin Y. Hayden