Qizheng Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Backpropagation Neural Networks

Video Analytics

Top Venues

Publications

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
GRACE: Loss-Resilient Real-Time Video through Neural Codecs. NSDI (2024)
Jiayi Yao, Hanchen Li, Yuhan Liu, Siddhant Ray, Yihua Cheng, Qizheng Zhang, Kuntai Du, Shan Lu, Junchen Jiang
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion. CoRR (2024)
Nathan Zhang, Rubens Lacouture, Gina Sohn, Paul Mure, Qizheng Zhang, Fredrik Kjolstad, Kunle Olukotun
The Dataflow Abstract Machine Simulator Framework. ISCA (2024)
Yuhan Liu, Hanchen Li, Yihua Cheng, Siddhant Ray, Yuyang Huang, Qizheng Zhang, Kuntai Du, Jiayi Yao, Shan Lu, Ganesh Ananthanarayanan, Michael Maire, Henry Hoffmann, Ari Holtzman, Junchen Jiang
CacheGen: KV Cache Compression and Streaming for Fast Large Language Model Serving. SIGCOMM (2024)
Qizheng Zhang, Ali Imran, Enkeleda Bardhi, Tushar Swamy, Nathan Zhang, Muhammad Shahbaz, Kunle Olukotun
Caravan: Practical Online Learning of In-Network ML Models with Labeling Agents. OSDI (2024)
Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. SoCC (2023)
Kuntai Du, Yuhan Liu, Yitian Hao, Qizheng Zhang, Haodong Wang, Yuyang Huang, Ganesh Ananthanarayanan, Junchen Jiang
OneAdapt: Fast Adaptation for Deep Learning Applications via Backpropagation. CoRR (2023)
Hanchen Li, Yihua Cheng, Ziyi Zhang, Qizheng Zhang, Anton Arapin, Nick Feamster, Amrita Mazumdar
Optimizing Real-Time Video Experience with Data Scalable Codec. EMS@SIGCOMM (2023)
Yihua Cheng, Anton Arapin, Ziyi Zhang, Qizheng Zhang, Hanchen Li, Nick Feamster, Junchen Jiang
Grace++: Loss-Resilient Real-Time Video Communication under High Network Latency. CoRR (2023)
Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang
AccMPEG: Optimizing Video Encoding for Accurate Video Analytics. MLSys (2022)
Kuntai Du, Qizheng Zhang, Anton Arapin, Haodong Wang, Zhengxu Xia, Junchen Jiang
AccMPEG: Optimizing Video Encoding for Video Analytics. CoRR (2022)
Qizheng Zhang, Kuntai Du, Neil Agarwal, Ravi Netravali, Junchen Jiang
Understanding the potential of server-driven edge video analytics. HotMobile (2022)
Yihua Cheng, Anton Arapin, Ziyi Zhang, Qizheng Zhang, Hanchen Li, Nick Feamster, Junchen Jiang
GRACE: Loss-Resilient Real-Time Video Communication Using Data-Scalable Autoencoder. CoRR (2022)
Kuntai Du, Ahsan Pervaiz, Xin Yuan, Aakanksha Chowdhery, Qizheng Zhang, Henry Hoffmann, Junchen Jiang
Server-Driven Video Streaming for Deep Learning Inference. SIGCOMM (2020)