Huaizheng Zhang

32 papers A* 7A 2Misc 2Journal 18Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Exploring Semi-Supervised Domain Adaptation for Precise Kidney Tumor Segmentation. RCAR Huaizheng Zhang, Yue Bi, Yushan Lu, Tienan Qi, Xiao Jia, Zhongwei Zhao, Nengwang Yu, Ke Li
2025	A*	`conf`	Multi-Edge Reinforced Collaborative Data Acquisition for Continuous Video Analytics by Prioritizing Quality over Quantity. AAAI Lei Zhang, Guanyu Gao, Haiyan Yin, Huaizheng Zhang
2025	J	`jnl`	Spatial-Temporal Federated Learning for Lifelong Person Re-Identification on Distributed Edges. IEEE Trans. Circuits Syst. Video Technol. Lei Zhang, Guanyu Gao, Huaizheng Zhang
2023	J	`jnl`	DataCI: A Platform for Data-Centric AI on Streaming Data. CoRR Huaizheng Zhang, Yizheng Huang, Yuanming Li
2023	J	`jnl`	MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUs. CoRR Huaizheng Zhang, Yuanming Li, Wencong Xiao, Yizheng Huang, Xing Di, Jianxiong Yin, Simon See, Yong Luo, Chiew Tong Lau, Yang You
2023	A*	`conf`	PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. NeurIPS Mingjia Shi, Yuhao Zhou, Kai Wang, Huaizheng Zhang, Shudong Huang, Qing Ye, Jiancheng Lv
2023	J	`jnl`	PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. CoRR Mingjia Shi, Yuhao Zhou, Kai Wang, Huaizheng Zhang, Shudong Huang, Qing Ye, Jiangcheng Lv
2023	Misc	`conf`	Robust Video Object Segmentation with Restricted Attention. ICASSP Huaizheng Zhang, Pinxue Guo, Zhongwen Le, Wenqiang Zhang
2022	J	`jnl`	Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI. CoRR Yizheng Huang, Huaizheng Zhang, Yuanming Li, Chiew Tong Lau, Yang You
2022	—	`—`	Multimodal learning for quality of experience in video-to-retail applications: algorithms and deployment Huaizheng Zhang
2022	J	`jnl`	Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. CoRR Lei Zhang, Guanyu Gao, Huaizheng Zhang
2022	Misc	`conf`	Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching. SenSys Lei Zhang, Guanyu Gao, Huaizheng Zhang
2021	J	`jnl`	A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning. CoRR Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan
2021	A*	`conf`	Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. ACM Multimedia Meng Shen, Huaizheng Zhang, Yixin Cao, Fan Yang, Yonggang Wen
2021	J	`jnl`	ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. CoRR Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong Ta
2021	J	`jnl`	ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale. CoRR Yuanming Li, Huaizheng Zhang, Shanshan Jiang, Fan Yang, Yonggang Wen, Yong Luo
2020	J	`jnl`	DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. IEEE Trans. Multim. Huaizheng Zhang, Linsen Dong, Guanyu Gao, Han Hu, Yonggang Wen, Kyle Guan
2020	A*	`conf`	Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. ACM Multimedia Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Ta Nguyen Binh Duong
2020	J	`jnl`	Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. CoRR Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Duong Nguyen Binh Ta
2020	A*	`conf`	Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. ACM Multimedia Huaizheng Zhang, Yong Luo, Qiming Ai, Yonggang Wen, Han Hu
2020	A*	`conf`	MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. ACM Multimedia Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
2020	J	`jnl`	MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. CoRR Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
2020	J	`jnl`	No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. CoRR Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan
2019	—	`conf`	Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. ICC Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng
2019	J	`jnl`	Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. CoRR Huaizheng Zhang, Yong Luo, Qiming Ai, Nana Hou, Yonggang Wen
2019	A	`conf`	ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. CIKM Yong Luo, Huaizheng Zhang, Yonggang Wen, Xinwen Zhang
2018	J	`jnl`	Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. CoRR Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng
2018	J	`jnl`	DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan
2018	A	`conf`	Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan
2018	J	`jnl`	Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference. IEEE Trans. Multim. Guanyu Gao, Huaizheng Zhang, Han Hu, Yonggang Wen, Jianfei Cai, Chong Luo, Wenjun Zeng
2018	A*	`conf`	ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. ICDM Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang
2018	J	`jnl`	ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. CoRR Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang