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Ran Xu
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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
R Xu, C Zhang, P Wang, J Lee, S Mitra, S Chaterji, Y Li, S Bagchi
The 18th ACM Conference on Embedded Networked Sensor Systems, 449-462, 2020
712020
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
S Bagchi, TF Abdelzaher, R Govindan, P Shenoy, A Atrey, P Ghosh, R Xu
IEEE Internet of Things Journal 7 (12), 11330 - 11346, 2020
682020
VideoChef: Efficient Approximation for Streaming Video Processing Pipelines
R Xu, J Koo, R Kumar, P Bai, S Mitra, S Misailovic, S Bagchi
2018 USENIX Annual Technical Conference (USENIX ATC 18), 43-56, 2018
562018
Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads
R Xu, S Mitra, J Rahman, P Bai, B Zhou, G Bronevetsky, S Bagchi
Proceedings of the 19th International Middleware Conference, 146-160, 2018
502018
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients
R Xu, R Kumar, P Wang, P Bai, G Meghanath, S Chaterji, S Mitra, ...
ACM Transactions on Sensor Networks 18 (1), 1-27, 2021
49*2021
LiteReconfig: Cost and Content Aware Reconfiguration of Video Object Detection Systems for Mobile GPUs
R Xu, J Lee, P Wang, S Bagchi, Y Li, S Chaterji
Proceedings of the Seventeenth European Conference on Computer Systems …, 2022
232022
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention
J Lee, P Wang, R Xu, N Weston, V Dasari, Y Li, S Bagchi, S Chaterji
5th International Workshop on Embedded and Mobile Deep Learning (EMDL), 19-24, 2021
212021
SmartAdapt: Multi-branch Object Detection Framework for Videos on Mobiles
R Xu, F Mu, J Lee, P Mukherjee, S Chaterji, S Bagchi, Y Li
The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2022
142022
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads
K Shankar, P Wang, R Xu, A Mahgoub, S Chaterji
The IEEE International Conference on Cloud Computing, 590-599, 2020
142020
Virtuoso: Energy- and Latency-aware Streamlining of Streaming Videos on Systems-on-Chips
J Lee, P Wang, R Xu, S Jain, V Dasari, N Weston, Y Li, S Bagchi, ...
ACM Transactions on Design Automation of Electronic Systems 28 (3), 1-32, 2023
8*2023
Closing-the-Loop: A Data-Driven Framework for Effective Video Summarization
R Xu, H Wang, S Petrangeli, V Swaminathan, S Bagchi
22nd IEEE International Symposium on Multimedia, 201-205, 2020
82020
On the Opportunistic Topology of Taxi Networks in Urban Mobility Environment
R Xu, Y Li, S Chen
IEEE Transactions on Big Data 6 (1), 171-188, 2018
42018
SYSTEM AND METHODS FOR CONTENT AND CONTENTION-AWARE APPROXIMATE OBJECT DETECTION
S Chaterji, S Bagchi, R Xu
US Patent App. 17/710,233, 2022
22022
Enhancing media content effectiveness using feedback between evaluation and content editing
W Haoliang, V Swaminathan, S Petrangeli, R Xu
US Patent 11,170,389, 2021
22021
SYSTEMS AND METHODS FOR MULTI-BRANCH VIDEO OBJECT DETECTION FRAMEWORK
S Chaterji, S Bagchi, R Xu, Y Li
US Patent App. 18/334,190, 2023
2023
SYSTEM FOR CONTENT AWARE RECONFIGURATION OF VIDEO OBJECT DETECTION
S Chaterji, S Bagchi, R Xu
US Patent App. 18/120,285, 2023
2023
Approximation for streaming video analytics on mobile devices
R Xu
Purdue University, 2021
2021
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