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Huaizheng Zhang
Huaizheng Zhang
Founding Engineer, BreezeML, Ph.D.
Verified email at breezeml.ai - Homepage
Title
Cited by
Cited by
Year
DeepQoE: A multimodal learning framework for video quality of experience (QoE) prediction
H Zhang, L Dong, G Gao, H Hu, Y Wen, K Guan
IEEE Transactions on Multimedia 22 (12), 3210-3223, 2020
522020
Optimizing quality of experience for adaptive bitrate streaming via viewer interest inference
G Gao, H Zhang, H Hu, Y Wen, J Cai, C Luo, W Zeng
IEEE Transactions on Multimedia 20 (12), 3399-3413, 2018
462018
ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning
Y Luo*, H Zhang*, Y Wen, X Zhang, (*equal contributions)
Proceedings of the 28th ACM International Conference on Information and …, 2019
362019
DeepQoE: A unified framework for learning to predict video QoE
H Zhang, H Hu, G Gao, Y Wen, K Guan
2018 IEEE International Conference on Multimedia and Expo (ICME), 1-6, 2018
332018
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS
H Zhang, Y Li, Y Huang, Y Wen, J Yin, K Guan
Proceedings of the 28th ACM International Conference on Multimedia, 4453--4456, 2020
232020
Content-aware personalised rate adaptation for adaptive streaming via deep video analysis
G Gao, L Dong, H Zhang, Y Wen, W Zeng
ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-8, 2019
212019
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning
H Zhang, Y Luo, Q Ai, Y Wen
Proceedings of the 28th ACM International Conference on Multimedia, 430--438, 2020
172020
ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment
Y Luo*, H Zhang*, Y Wang, Y Wen, X Zhang, (*equal contributions)
2018 IEEE International Conference on Data Mining (ICDM), 307-316, 2018
142018
A serverless cloud-fog platform for dnn-based video analytics with incremental learning
H Zhang, M Shen, Y Huang, Y Wen, Y Luo, G Gao, K Guan
arXiv preprint arXiv:2102.03012, 2021
132021
Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges
L Zhang, G Gao, H Zhang
IEEE Transactions on Circuits and Systems for Video Technology, 2023
122023
Modelci-e: Enabling continual learning in deep learning serving systems
Y Huang, H Zhang, Y Wen, P Sun, NBD Ta
arXiv preprint arXiv:2106.03122, 2021
102021
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud
H Zhang, Y Li, Q Ai, Y Luo, Y Wen, Y Jin, NBD Ta
Proceedings of the 28th ACM International Conference on Multimedia, 4457--4460, 2020
92020
Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder
M Shen, H Zhang, Y Cao, F Yang, Y Wen
Proceedings of the 29th ACM International Conference on Multimedia, 2558-2566, 2021
82021
Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI
Y Huang, H Zhang, Y Li, CT Lau, Y You
NeurIPS 2022 Workshop on Human in the Loop Learning, 2022
52022
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning
M Shi, Y Zhou, K Wang, H Zhang, S Huang, Q Ye, J Lv
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023
42023
Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching
L Zhang, G Gao, H Zhang
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems …, 2022
42022
ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale
Y Li, H Zhang, S Jiang, F Yang, Y Wen, Y Luo
The International Workshop on Pretraining: Algorithms, Architectures, and …, 2021
22021
DataCI: A Platform for Data-Centric AI on Streaming Data
H Zhang, Y Huang, Y Li
ICML DMLR Workshop: Data-centric Machine Learning Research, 2023
2023
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