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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]
Automatic and Efficient Customization of Neural Networks for ML Applications
Yuhan Liu, Chengcheng Wan, Kuntai Du, Henry Hoffmann, Junchen Jiang, Shan Lu, Michael Maire
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
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
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
AccMPEG: Optimize Video Encoding for Video Analytics
Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang
Understanding the Potential of Server-Driven Edge Video Analytics
Qizheng Zhang, Kuntai Du, Neil Agarwal, Ravi Netravali, Junchen Jiang
Minimizing packet retransmission for real-time video analytics
Haodong Wang, Kuntai Du, Junchen Jiang
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.
4 tips on plotting figures in research paper
Purui Wang, Lilei Feng, Guojun Chen, Chenren Xu, Yue Wu, Kenuo Xu, Guobin Shen, Kuntai Du, Gang Huang, Xuanzhe Liu
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
Check here to see all my posts.