Ran Xu

Software Engineer, NVIDIA

Joined

September 2021

Names

Ran Xu (Preferred)

Emails

****@purdue.edu (Confirmed)

Personal Links

Career & Education History

Software Engineer

NVIDIA (nvidia.com)

2021 – Present

PhD student

Purdue University (purdue.edu)

2016 – 2021

Undergrad student

Tsinghua University (tsinghua.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Somali Chaterji

2019 – 2021

PhD Advisor

Yin Li

2019 – 2021

PhD Advisor

Saurabh Bagchi

2016 – 2021

Expertise

Computer Vision

2018 – 2022

Machine Learning

2018 – 2022

Deep Learning

2018 – 2022

Vision System

2018 – 2022

Publications

LiteReconfig: cost and content aware reconfiguration of video object detection systems for mobile GPUs
Ran Xu, Jayoung Lee, Pengcheng Wang, Saurabh Bagchi, Yin Li, Somali Chaterji
- 2022 (modified: 16 Nov 2022)
- EuroSys 2022
- Readers: Everyone
ApproxNet: Content and Contention-Aware Video Object Classification System for Embedded Clients
Ran Xu, Rakesh Kumar, Pengcheng Wang, Peter Bai, Ganga Meghanath, Somali Chaterji, Subrata Mitra, Saurabh Bagchi
- 2022 (modified: 16 Nov 2022)
- ACM Trans. Sens. Networks 2022
- Readers: Everyone
Smartadapt: Multi-branch Object Detection Framework for Videos on Mobiles
Ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li
- 2022 (modified: 16 Nov 2022)
- CVPR 2022
- Readers: Everyone
Virtuoso: Video-based Intelligence for real-time tuning on SOCs
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
- 2021 (modified: 16 Nov 2022)
- CoRR 2021
- Readers: Everyone
Benchmarking Video Object Detection Systems on Embedded Devices under Resource Contention
Jayoung Lee, Pengcheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji
- 2021 (modified: 16 Nov 2022)
- EMDL@MobiSys 2021
- Readers: Everyone
ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles
Ran Xu, Chen-Lin Zhang, Pengcheng Wang, Jayoung Lee, Subrata Mitra, Somali Chaterji, Yin Li, Saurabh Bagchi
- 2020 (modified: 16 Nov 2022)
- CoRR 2020
- Readers: Everyone
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads
Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
- 2020 (modified: 16 Nov 2022)
- CoRR 2020
- Readers: Everyone
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
Saurabh Bagchi, Tarek F. Abdelzaher, Ramesh Govindan, Prashant J. Shenoy, Akanksha Atrey, Pradipta Ghosh, Ran Xu
- 2020 (modified: 16 Nov 2022)
- CoRR 2020
- Readers: Everyone
JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads
Karthick Shankar, Pengcheng Wang, Ran Xu, Ashraf Mahgoub, Somali Chaterji
- 2020 (modified: 16 Nov 2022)
- CLOUD 2020
- Readers: Everyone
Closing-the-Loop: A Data-Driven Framework for Effective Video Summarization
Ran Xu, Haoliang Wang, Stefano Petrangeli, Viswanathan Swaminathan, Saurabh Bagchi
- 2020 (modified: 16 Nov 2022)
- ISM 2020
- Readers: Everyone

View all 16 publications

Co-Authors

View all 32 co-authors