MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. - Huaizheng Zhang; Yuanming Li; Yizheng Huang 001; Yonggang Wen 001; Jianxiong Yin; Kyle Guan (ACM Multimedia, 2020)

No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. - Huaizheng Zhang; Yizheng Huang 001; Yonggang Wen 001; Jianxiong Yin; Kyle Guan (CoRR, 2020)

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. - Huaizheng Zhang; Meng Shen 002; Yizheng Huang 001; Yonggang Wen 001; Yong Luo 002; Guanyu Gao; Kyle Guan (CoRR, 2021)

ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. - Yizheng Huang 001; Huaizheng Zhang; Yonggang Wen 001; Peng Sun 006; Nguyen Binh Duong Ta (CoRR, 2021)

Progressive Continual Learning for Spoken Keyword Spotting. - Yizheng Huang 001; Nana Hou; Nancy F. Chen (ICASSP, 2022)

Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI. - Yizheng Huang 001; Huaizheng Zhang; Yuanming Li; Chiew Tong Lau; Yang You (CoRR, 2022)

Towards Balanced Active Learning for Multimodal Classification. - Meng Shen 002; Yizheng Huang 001; Jianxiong Yin; Heqing Zou; Deepu Rajan; Simon See (ACM Multimedia, 2023)

MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs. - Huaizheng Zhang; Yuanming Li; Wencong Xiao; Yizheng Huang 001; Xing Di; Jianxiong Yin; Simon See; Yong Luo 002; Chiew Tong Lau; Yang You (CoRR, 2023)

DataCI: A Platform for Data-Centric AI on Streaming Data. - Huaizheng Zhang; Yizheng Huang 001; Yuanming Li (CoRR, 2023)