Huaizheng Zhang

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 28

Top Topics

Video Analytics

Fine Granularity

Missing Data Imputation

Top Venues

IEEE Trans. Multim.

Publications

Mingjia Shi, Yuhao Zhou, Kai Wang, Huaizheng Zhang, Shudong Huang, Qing Ye, Jiangcheng Lv
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. CoRR (2023)
Huaizheng Zhang, Yuanming Li, Wencong Xiao, Yizheng Huang, Xing Di, Jianxiong Yin, Simon See, Yong Luo, Chiew Tong Lau, Yang You
MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs. CoRR (2023)
Mingjia Shi, Yuhao Zhou, Kai Wang, Huaizheng Zhang, Shudong Huang, Qing Ye, Jiancheng Lv
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. NeurIPS (2023)
Huaizheng Zhang, Yizheng Huang, Yuanming Li
DataCI: A Platform for Data-Centric AI on Streaming Data. CoRR (2023)
Huaizheng Zhang, Pinxue Guo, Zhongwen Le, Wenqiang Zhang
Robust Video Object Segmentation with Restricted Attention. ICASSP (2023)
Lei Zhang, Guanyu Gao, Huaizheng Zhang
Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. CoRR (2022)
Lei Zhang, Guanyu Gao, Huaizheng Zhang
Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching. SenSys (2022)
Yizheng Huang, Huaizheng Zhang, Yuanming Li, Chiew Tong Lau, Yang You
Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI. CoRR (2022)
Meng Shen, Huaizheng Zhang, Yixin Cao, Fan Yang, Yonggang Wen
Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. ACM Multimedia (2021)
Yuanming Li, Huaizheng Zhang, Shanshan Jiang, Fan Yang, Yonggang Wen, Yong Luo
ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale. CoRR (2021)
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan
A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. CoRR (2021)
Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong Ta
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. CoRR (2021)
Huaizheng Zhang, Yong Luo, Qiming Ai, Yonggang Wen, Han Hu
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. ACM Multimedia (2020)
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. ACM Multimedia (2020)
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. CoRR (2020)
Huaizheng Zhang, Linsen Dong, Guanyu Gao, Han Hu, Yonggang Wen, Kyle Guan
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. IEEE Trans. Multim. 22 (12) (2020)
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. CoRR (2020)
Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Duong Nguyen Binh Ta
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. CoRR (2020)
Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Ta Nguyen Binh Duong
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. ACM Multimedia (2020)
Huaizheng Zhang, Yong Luo, Qiming Ai, Nana Hou, Yonggang Wen
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. CoRR (2019)
Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. ICC (2019)
Yong Luo, Huaizheng Zhang, Yonggang Wen, Xinwen Zhang
ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. CIKM (2019)
Guanyu Gao, Huaizheng Zhang, Han Hu, Yonggang Wen, Jianfei Cai, Chong Luo, Wenjun Zeng
Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference. IEEE Trans. Multim. 20 (12) (2018)
Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang
ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. CoRR (2018)
Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan
Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME (2018)
Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan
DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR (2018)
Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. CoRR (2018)
Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang
ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. ICDM (2018)