Yizheng Huang

According to our database, Yizheng Huang authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DataCI: A Platform for Data-Centric AI on Streaming Data.

Huaizheng Zhang, Yizheng Huang, Yuanming Li

CoRR, 2023

MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs.

Huaizheng Zhang, Yuanming Li, Wencong Xiao, Yizheng Huang, Xing Di, Jianxiong Yin, Simon See, Yong Luo, Chiew Tong Lau, Yang You

CoRR, 2023

Towards Balanced Active Learning for Multimodal Classification.

Meng Shen, Yizheng Huang, Jianxiong Yin, Heqing Zou, Deepu Rajan, Simon See

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI.

Yizheng Huang, Huaizheng Zhang, Yuanming Li, Chiew Tong Lau, Yang You

CoRR, 2022

Progressive Continual Learning for Spoken Keyword Spotting.

Yizheng Huang, Nana Hou, Nancy F. Chen

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems.

Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong Ta

CoRR, 2021

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning.

Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

CoRR, 2021

2020

No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System.

Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

CoRR, 2020

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS.

Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020