Latest research projects, publications, and talks
Experiences of landing machine learning onto market-scale mobile malware detection [conference paper]
Posted
Liangyi Gong, Zhenhua Li, Feng Qian (assistant professor), Zifan Zhang, Qi Alfred Chen, Zhiyun Qian, Hao Lin, Yunhao Liu
Proceedings of the Fifteenth European Conference on Computer Systems
Platform-integrated mRNA isoform quantification [journal]
Posted
Jiao Sun, Jae-Woong Chang, Teng Zhang, Jeongsik Yong, Rui Kuang (associate professor), Wei Zhang
Bioinformatics
Developing a Recommendation Benchmark for MLPerf Training and Inference [preprint]
Posted
Carole-Jean Wu, Robin Burke, Ed H. Chi, Joseph Konstan (professor), Julian McAuley, Yves Raimond, Hao Zhang
Understanding the ecosystem and addressing the fundamental concerns of commercial MVNO [journal]
Posted
Yang Li, Jianwei Zheng, Zhenhua Li, Yunhao Liu, Feng Qian (assistant professor), Sen Bai, Yao Liu, Xianlong Xin
IEEE/ACM Transactions on Networking
Methods and devices for determining multipath routing for panoramic video content [patent]
Posted
Bo Han, Vijay Gopalakrishnan, Feng Qian (assistant professor), Matteo Varvello
Questions and Scales [book chapter]
Posted
Michael Carbajales-Dale, Emre Eftelioglu, Carey W King, Fernando R Miralles-Wilhelm, Benjamin L Ruddell, Peter Saundry, Shashi Shekhar (professor)
Applying Science to Practice [book]
Posted
Emre Eftelioglu, Fernando R Miralles-Wilhelm, Rabi Mohtar, Benjamin L Ruddell, Peter Saundry, Shashi Shekhar (professor)
Visualizing Telemetry Metrics From Upper-Airway Stimulation to Enhance Sleep Therapy Management [conference paper]
Posted
Matheus Araujo (Ph.D. student), Kent Lee, Quan Ni, Jaideep Srivastava (professor)
Frontiers in Biomedical Devices
Near-chip Dynamic Vision Filtering for Low-Bandwidth Pedestrian Detection [preprint]
Posted
Anthony Bisulco, Fernando Cladera Ojeda, Volkan Isler (professor), Daniel D Lee
CAWA: An Attention-Network for Credit Attribution [preprint]
Posted
Saurav Manchanda (Ph.D. student), George Karypis (professor)
Proceedings of the AAAI Conference on Artificial Intelligence