Latest research projects, publications, and talks
Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook [conference paper]
Posted
Zhichao Cao (Ph.D. student), Siying Dong, Sagar Vemuri, David Du (professor)
18th USENIX Conference on File and Storage Technologies
Active localization of multiple targets using noisy relative measurements [preprint]
Posted
Selim Engin (Ph.D. student), Volkan Isler (professor)
It Doesn't Have to Be So Hard: Efficient Symbolic Reasoning for CRCs [conference paper]
Posted
Vaibhav Sharma (Ph.D. student), Navid Emamdoost (Ph.D. student), Seonmo Kim (Ph.D. student), Stephen McCamant (associate professor)
Workshop on Binary Analysis Research (BAR)
De-randomized PAC-Bayes Margin Bounds: Applications to Non-convex and Non-smooth Predictors [preprint]
Posted
Arindam Banerjee (adjunct professor), Tiancong Chen (Ph.D. student), Yingxue Zhou (Ph.D. student)
Efficient and scalable cross-ISA virtualization of hardware transactional memory [conference paper]
Posted
Wenwen Wang, Pen-Chung Yew (professor), Antonia Zhai (associate professor), Stephen McCamant (associate professor)
18th ACM/IEEE International Symposium on Code Generation and Optimization - Best Paper Award Finalist
A structure-guided approach to the prediction of natural image saliency [journal]
Posted
Haoran Liang, Ming Jiang (postdoc researcher), Ronghua Liang, Qi Zhao (assistant professor)
Neurocomputing
Semantic structure from motion for orchard reconstruction [patent]
Posted
Ibrahim Volkan Isler (professor), Wenbo Dong (Ph.D. student), Pravakar Roy (Ph.D. '19)
An international challenge to use artificial intelligence to define the state-of-the-art in kidney and kidney tumor segmentation in CT imaging [journal]
Posted
Nicholas Heller (Ph.D. student), Sean McSweeney, Matthew Thomas Peterson, Sarah Peterson, Jack Rickman (undergraduate research assistant), Bethany Stai (M.S. student), Resha Tejpaul (research professional), Makinna Oestreich, Paul Blake, Joel Rosenberg, Keenan Moore, Edward Walczak, Zachary Rengel, Zach Edgerton, Ranveer Vasdev, Arveen Kalapara, Niranjan J Sathianathen, Nikolaos Papanikolopoulos (professor), Christopher J Weight
Journal of Clinical Oncology
AutoSight: Distributed Edge Caching in Short Video Network [journal]
Posted
Yuchao Zhang, Pengmiao Li, Zhi-Li Zhang (professor), Bo Bai, Gong Zhang, Wendong Wang, Bo Lian, Ke Xu
IEEE Network
Fast underwater image enhancement for improved visual perception [journal]
Posted
Md Jahidul Islam (Ph.D. student), Youya Xia (undergraduate research assistant), Junaed Sattar (assistant professor)
IEEE Robotics and Automation Letters