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Works (25)

DataCI: A Platform for Data-Centric AI on Streaming Data

arXiv
2023 | Other
EID:

2-s2.0-85164887710

Part of ISSN: 23318422
Contributors: Zhang, H.; Huang, Y.; Li, Y.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

MIGPERF: A COMPREHENSIVE BENCHMARK FOR DEEP LEARNING TRAINING AND INFERENCE WORKLOADS ON MULTI-INSTANCE GPUS

arXiv
2023 | Other
EID:

2-s2.0-85146214178

Part of ISSN: 23318422
Contributors: Zhang, H.; Li, Y.; Xiao, W.; Huang, Y.; Di, X.; Yin, J.; See, S.; Luo, Y.; Lau, C.T.; You, Y.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning

arXiv
2023 | Other
EID:

2-s2.0-85174998431

Part of ISSN: 23318422
Contributors: Shi, M.; Zhou, Y.; Wang, K.; Zhang, H.; Huang, S.; Ye, Q.; Lv, J.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges

IEEE Transactions on Circuits and Systems for Video Technology
2023 | Journal article
EID:

2-s2.0-85161617400

Part of ISSN: 15582205 10518215
Contributors: Zhang, L.; Gao, G.; Zhang, H.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI

arXiv
2022 | Other
EID:

2-s2.0-85144269086

Part of ISSN: 23318422
Contributors: Huang, Y.; Zhang, H.; Li, Y.; Lau, C.T.; You, Y.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges

arXiv
2022 | Other
EID:

2-s2.0-85135614919

Part of ISSN: 23318422
Contributors: Zhang, L.; Gao, G.; Zhang, H.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching

SenSys 2022 - Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems
2022 | Conference paper
EID:

2-s2.0-85147546185

Part of ISBN: 9781450398862
Contributors: Zhang, L.; Gao, G.; Zhang, H.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder

MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia
2021 | Conference paper
EID:

2-s2.0-85119329665

Part of ISBN: 9781450386517
Contributors: Shen, M.; Zhang, H.; Cao, Y.; Yang, F.; Wen, Y.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

ModelCI-e: Enabling continual learning in deep learning serving systems

arXiv
2021 | Other
EID:

2-s2.0-85108294417

Part of ISSN: 23318422
Contributors: Huang, Y.; Zhang, H.; Wen, Y.; Sun, P.; Duong, N.B.T.A.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

ModelPS: An interactive and collaborative platform for editing pre-trained models at scale

arXiv
2021 | Other
EID:

2-s2.0-85169747174

Part of ISSN: 23318422
Contributors: Li, Y.; Yang, F.; Zhang, H.; Wen, Y.; Jiang, S.; Luo, Y.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction

IEEE Transactions on Multimedia
2020 | Journal article
EID:

2-s2.0-85096581930

Part of ISSN: 19410077 15209210
Contributors: Zhang, H.; Dong, L.; Gao, G.; Hu, H.; Wen, Y.; Guan, K.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier
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Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud

arXiv
2020 | Other
EID:

2-s2.0-85169272176

Part of ISSN: 23318422
Contributors: Zhang, H.; Li, Y.; Ai, Q.; Luo, Y.; Wen, Y.; Jin, Y.; Duong Ta, N.B.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud

MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia
2020 | Conference paper
EID:

2-s2.0-85106918700

Part of ISBN: 9781450379885
Contributors: Zhang, H.; Li, Y.; Ai, Q.; Luo, Y.; Wen, Y.; Jin, Y.; Ta, N.B.D.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning

MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia
2020 | Conference paper
EID:

2-s2.0-85104159119

Part of ISBN: 9781450379885
Contributors: Zhang, H.; Luo, Y.; Ai, Q.; Wen, Y.; Hu, H.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

arXiv
2020 | Other
EID:

2-s2.0-85169196647

Part of ISSN: 23318422
Contributors: Zhang, H.; Li, Y.; Huang, Y.; Wen, Y.; Yin, J.; Guan, K.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS

MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia
2020 | Conference paper
EID:

2-s2.0-85106957354

Part of ISBN: 9781450379885
Contributors: Zhang, H.; Li, Y.; Huang, Y.; Wen, Y.; Yin, J.; Guan, K.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis

IEEE International Conference on Communications
2019 | Conference paper
EID:

2-s2.0-85070191067

Part of ISBN: 9781538680889
Part of ISSN: 15503607
Contributors: Gao, G.; Dong, L.; Zhang, H.; Wen, Y.; Zeng, W.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Look, read and feel: Benchmarking ads understanding with multimodal multitask learning

arXiv
2019 | Other
EID:

2-s2.0-85170759457

Part of ISSN: 23318422
Contributors: Zhang, H.; Luo, Y.; Ai, Q.; Wen, Y.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Resumegan: An optimized deep representation learning framework for talent-job fit via adversarial learning

International Conference on Information and Knowledge Management, Proceedings
2019 | Conference paper
EID:

2-s2.0-85075444519

Part of ISBN: 9781450369763
Contributors: Luo, Y.; Wen, Y.; Zhang, H.; Zhang, X.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Content-aware personalised rate adaptation for adaptive streaming via deep video analysis

arXiv
2018 | Other
EID:

2-s2.0-85170127011

Part of ISSN: 23318422
Contributors: Gao, G.; Dong, L.; Zhang, H.; Wen, Y.; Zeng, W.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Deepqoe: A unified framework for learning to predict video QOE

arXiv
2018 | Other
EID:

2-s2.0-85170797235

Part of ISSN: 23318422
Contributors: Zhang, H.; Hu, H.; Gao, G.; Wen, Y.; Guan, K.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Deepqoe: A Unified Framework for Learning to Predict Video QoE

Proceedings - IEEE International Conference on Multimedia and Expo
2018 | Conference paper
EID:

2-s2.0-85061452919

Part of ISBN: 9781538617373
Part of ISSN: 1945788X 19457871
Contributors: Zhang, H.; Hu, H.; Gao, G.; Wen, Y.; Guan, K.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference

IEEE Transactions on Multimedia
2018 | Journal article
EID:

2-s2.0-85047211386

Part of ISSN: 15209210
Contributors: Gao, G.; Zhang, H.; Hu, H.; Wen, Y.; Cai, J.; Luo, C.; Zeng, W.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment

arXiv
2018 | Other
EID:

2-s2.0-85170441893

Part of ISSN: 23318422
Contributors: Luo, Y.; Zhang, H.; Wang, Y.; Wen, Y.; Zhang, X.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier

ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment

Proceedings - IEEE International Conference on Data Mining, ICDM
2018 | Conference paper
EID:

2-s2.0-85061375946

Part of ISBN: 9781538691588
Part of ISSN: 15504786
Contributors: Luo, Y.; Zhang, H.; Wang, Y.; Wen, Y.; Zhang, X.
Source: Self-asserted source
Huaizheng Zhang via Scopus - Elsevier