Loss-tolerant neural video codec aware congestion control for real time video communication - Zhengxu Xia; Hanchen Li; Junchen Jiang (CoRR, 2024)

Towards Optimal Preemptive GPU Time-Sharing for Edge Model Serving - Zhengxu Xia; Yitian Hao; Jun Duan; Chen Wang; Junchen Jiang (Proceedings of the 9th International Workshop on Container Technologies and Container Clouds, WoC 2023, Bologna, Italy, December 11-15, 2023, 2023)

AccMPEG: Optimizing Video Encoding for Accurate Video Analytics - Kuntai Du; Qizheng Zhang; Anton Arapin; Haodong Wang; Zhengxu Xia; Junchen Jiang (Proceedings of the Fifth Conference on Machine Learning and Systems, MLSys 2022, Santa Clara, CA, USA, August 29 - September 1, 2022, 2022)

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers - Romil Bhardwaj; Zhengxu Xia; Ganesh Ananthanarayanan; Junchen Jiang; Yuanchao Shu; Nikolaos Karianakis; Kevin Hsieh; Paramvir Bahl; Ion Stoica (19th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2022, Renton, WA, USA, April 4-6, 2022, 2022)

Genet: automatic curriculum generation for learning adaptation in networking - Zhengxu Xia; Yajie Zhou; Francis Y. Yan; Junchen Jiang (SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22 - 26, 2022, 2022)

Automatic Curriculum Generation for Learning Adaptation in Networking - Zhengxu Xia; Yajie Zhou; Francis Y. Yan; Junchen Jiang (CoRR, 2022)

AccMPEG: Optimizing Video Encoding for Video Analytics - Kuntai Du; Qizheng Zhang; Anton Arapin; Haodong Wang; Zhengxu Xia; Junchen Jiang (CoRR, 2022)

Towards Performance Clarity of Edge Video Analytics - Zhujun Xiao; Zhengxu Xia; Haitao Zheng; Ben Y. Zhao; Junchen Jiang (6th IEEE/ACM Symposium on Edge Computing, SEC 2021, San Jose, CA, USA, December 14-17, 2021, 2021)

Towards Performance Clarity of Edge Video Analytics - Zhujun Xiao; Zhengxu Xia; Haitao Zheng; Ben Y. Zhao; Junchen Jiang (CoRR, 2021)

Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers - Romil Bhardwaj; Zhengxu Xia; Ganesh Ananthanarayanan; Junchen Jiang; Nikolaos Karianakis; Yuanchao Shu; Kevin Hsieh; Victor Bahl; Ion Stoica (CoRR, 2020)

Deep Convolutional Bidirectional LSTM Based Transportation Mode Recognition - Jeya Vikranth Jeyakumar; Eun Sun Lee; Zhengxu Xia; Sandeep Singh Sandha; Nathan Tausik; Mani B. Srivastava (Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, UbiComp/ISWC 2018 Adjunct, Singapore, October 08-12, 2018, 2018)