Aboutme

I am Kuntai Du, a rising 5th-year CS Ph.D. student in University of Chicago, advised by Junchen Jiang . My current research interest is video analytics. I got my bachelor degree in Peking University. Here is my CV.

Email: first [email protected]

Papers on video analytics

Publications

OSDI 2024

Automatic and Efficient Customization of Neural Networks for ML Applications

Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire

NSDI 2024

Loss-Resilient Real-Time Video through Neural Codecs

Yihua Cheng, Ziyi Zhang, Hanchen Li, Anton Arapin, Yue Zhang, Qizheng Zhang, Yuhan Liu, Kuntai Du, Xu Zhang, Francis Y. Yan, Amrita Mazumdar, Nick Feamster, Junchen Jiang

SoCC 2023

OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation

Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang

OOPSLA 2023

Run-Time Prevention of Software Integration Failures of Machine Learning APIs

Chengcheng Wan, Yuhan Liu, Kuntai Du, Henry Hoffman, Junchen Jiang, Michael Maire, Shan Lu

MLSys 2022

AccMPEG: Optimize Video Encoding for Video Analytics

Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang

HotMobile 2022

Understanding the Potential of Server-Driven Edge Video Analytics

Qizheng Zhang, Kuntai Du, Neil Agarwal, Ravi Netravali, Junchen Jiang

SoCC 2022

Minimizing packet retransmission for real-time video analytics

Haodong Wang, Kuntai Du, Junchen Jiang

SIGCOMM 2020

Server-Driven Video Streaming for Deep Learning Inference

Kuntai Du*, Ahsan Pervaiz*, Xin Yuan, Aakanksha Chowdhery, Qizheng Zhang, Henry Hoffmann, Junchen Jiang.

Small overview on video analytics

DDS 10-minutes talk, I think this talk is easier to understand than the 20-minutes one.

DDS 20-minutes talk

DDS source code repo

4 tips on plotting figures in research paper

MobiCom 2020

Renovating Road Signs for Infrastructure-to-Vehicle Networking: A Visible Light Backscatter Communication and Networking Approach

Purui Wang, Lilei Feng, Guojun Chen, Chenren Xu, Yue Wu, Kenuo Xu, Guobin Shen, Kuntai Du, Gang Huang, Xuanzhe Liu

Acedemic life

博一有感, English version: First year of my PhD

博二有感, English version: Second year of my PhD

博士后半段：有关选择与诚恳, English version: Latter half of my phd: about choice and sincerity

大学学术生活总结

写下一部童话

My interests

Dancing performance

如果没有你 cover

飞雪玉花片段箫

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