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Huaizheng Zhang
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2020 – today
- 2023
- [c11]Huaizheng Zhang, Pinxue Guo, Zhongwen Le, Wenqiang Zhang:
Robust Video Object Segmentation with Restricted Attention. ICASSP 2023: 1-5 - [c10]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 - [i15]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 abs/2301.00407 (2023) - [i14]Huaizheng Zhang, Yizheng Huang, Yuanming Li:
DataCI: A Platform for Data-Centric AI on Streaming Data. CoRR abs/2306.15538 (2023) - [i13]Mingjia Shi, Yuhao Zhou, Kai Wang, Huaizheng Zhang
PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. CoRR abs/2310.09183 (2023) - 2022
- [b1]Huaizheng Zhang:
Multimodal learning for quality of experience in video-to-retail applications: algorithms and deployment. Nanyang Technological University, Singapore, 2022 - [c9]Lei Zhang, Guanyu Gao, Huaizheng Zhang
Towards Data-Efficient Continuous Learning for Edge Video Analytics via Smart Caching. SenSys 2022: 1136-1140 - [i12]Yizheng Huang, Huaizheng Zhang
Active-Learning-as-a-Service: An Efficient MLOps System for Data-Centric AI. CoRR abs/2207.09109 (2022) - [i11]Lei Zhang, Guanyu Gao, Huaizheng Zhang
Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges. CoRR abs/2207.11759 (2022) - 2021
- [c8]Meng Shen
Missing Data Imputation for Solar Yield Prediction using Temporal Multi-Modal Variational Auto-Encoder. ACM Multimedia 2021: 2558-2566 - [i10]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 abs/2102.03012 (2021) - [i9]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 abs/2105.08275 (2021) - [i8]Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong Ta:
ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems. CoRR abs/2106.03122 (2021) - 2020
- [j2]Huaizheng Zhang
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction. IEEE Trans. Multim. 22(12): 3210-3223 (2020) - [c7]Huaizheng Zhang
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. ACM Multimedia 2020: 430-438 - [c6]Huaizheng Zhang
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. ACM Multimedia 2020: 4453-4456 - [c5]Huaizheng Zhang
Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud. ACM Multimedia 2020: 4457-4460 - [i7]Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
MLModelCI: An Automatic Cloud Platform for Efficient MLaaS. CoRR abs/2006.05096 (2020) - [i6]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 abs/2006.05117 (2020) - [i5]Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan:
No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System. CoRR abs/2011.02327 (2020)
2010 – 2019
- 2019
- [c4]Yong Luo, Huaizheng Zhang
ResumeGAN: An Optimized Deep Representation Learning Framework for Talent-Job Fit via Adversarial Learning. CIKM 2019: 1101-1110 - [c3]Guanyu Gao, Linsen Dong, Huaizheng Zhang
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. ICC 2019: 1-8 - [i4]Huaizheng Zhang, Yong Luo, Qiming Ai, Nana Hou, Yonggang Wen:
Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning. CoRR abs/1912.10248 (2019) - 2018
- [j1]Guanyu Gao
Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference. IEEE Trans. Multim. 20(12): 3399-3413 (2018) - [c2]Yong Luo, Huaizheng Zhang
ResumeNet: A Learning-Based Framework for Automatic Resume Quality Assessment. ICDM 2018: 307-316 - [c1]Huaizheng Zhang
Deepqoe: A Unified Framework for Learning to Predict Video QoE. ICME 2018: 1-6 - [i3]Huaizheng Zhang, Han Hu, Guanyu Gao, Yonggang Wen, Kyle Guan:
DeepQoE: A unified Framework for Learning to Predict Video QoE. CoRR abs/1804.03481 (2018) - [i2]Yong Luo, Huaizheng Zhang, Yongjie Wang, Yonggang Wen, Xinwen Zhang:
ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. CoRR abs/1810.02832 (2018) - [i1]Guanyu Gao, Linsen Dong, Huaizheng Zhang, Yonggang Wen, Wenjun Zeng:
Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis. CoRR abs/1811.06663 (2018)
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