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 | 54 | 2020 |
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 | 53 | 2020 |
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 | 51 | 2018 |
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 | 43 | 2018 |
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 | 42* | 2021 |
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 | 17 | 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 | 14 | 2022 |
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 | 12 | 2020 |
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 | 6 | 2022 |
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 | 6 | 2020 |
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 | 5* | 2023 |
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 | 4 | 2018 |
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 | 1 | 2021 |
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 |
SYSTEM AND METHODS FOR CONTENT AND CONTENTION-AWARE APPROXIMATE OBJECT DETECTION S Chaterji, S Bagchi, R Xu US Patent App. 17/710,233, 2022 | | 2022 |
Approximation for streaming video analytics on mobile devices R Xu Purdue University, 2021 | | 2021 |