ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. - Yong Luo 002; Huaizheng Zhang; Yongjie Wang; Yonggang Wen 001; Xinwen Zhang (ICDM, 2018)

Deepqoe: A Unified Framework for Learning to Predict Video QoE. - Huaizheng Zhang; Han Hu 003; Guanyu Gao; Yonggang Wen 001; Kyle Guan (ICME, 2018)

Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference. - Guanyu Gao; Huaizheng Zhang; Han Hu 003; Yonggang Wen 001; Jianfei Cai 001; Chong Luo; Wenjun Zeng 001 (IEEE Trans. Multim., 2018)

ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. - Yong Luo 002; Huaizheng Zhang; Yonggang Wen 001; Xinwen Zhang (CIKM, 2019)

Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. - Guanyu Gao; Linsen Dong; Huaizheng Zhang; Yonggang Wen 001; Wenjun Zeng 001 (ICC, 2019)

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. - Huaizheng Zhang; Yong Luo 002; Qiming Ai; Nana Hou; Yonggang Wen 001 (CoRR, 2019)

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. - Huaizheng Zhang; Yong Luo 002; Qiming Ai; Yonggang Wen 001; Han Hu 003 (ACM Multimedia, 2020)

Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. - Huaizheng Zhang; Yuanming Li; Qiming Ai; Yong Luo 002; Yonggang Wen 001; Yichao Jin; Ta Nguyen Binh Duong (ACM Multimedia, 2020)

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)

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. - Huaizheng Zhang; Linsen Dong; Guanyu Gao; Han Hu 003; Yonggang Wen 001; Kyle Guan (IEEE Trans. Multim., 2020)

Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. - Meng Shen 002; Huaizheng Zhang; Yixin Cao 002; Fan Yang; Yonggang Wen 001 (ACM Multimedia, 2021)

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)

ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale. - Yuanming Li; Huaizheng Zhang; Shanshan Jiang; Fan Yang; Yonggang Wen 001; Yong Luo 002 (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)

Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching. - Lei Zhang; Guanyu Gao; Huaizheng Zhang (SenSys, 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)

Multimodal learning for quality of experience in video-to-retail applications: algorithms and deployment - Huaizheng Zhang (2022)

Robust Video Object Segmentation with Restricted Attention. - Huaizheng Zhang; Pinxue Guo; Zhongwen Le; Wenqiang Zhang (ICASSP, 2023)

PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. - Mingjia Shi; Yuhao Zhou; Kai Wang 036; Huaizheng Zhang; Shudong Huang; Qing Ye; Jiancheng Lv 001 (NeurIPS, 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)

PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. - Mingjia Shi; Yuhao Zhou; Kai Wang; Huaizheng Zhang; Shudong Huang; Qing Ye; Jiangcheng Lv (CoRR, 2023)

Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity. - Lei Zhang; Guanyu Gao; Haiyan Yin; Huaizheng Zhang (AAAI, 2025)

Spatial-Temporal Federated Learning for Lifelong Person Re-Identification on Distributed Edges. - Lei Zhang; Guanyu Gao; Huaizheng Zhang (IEEE Trans. Circuits Syst. Video Technol., 2025)