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Cong Zhao 0001
Person information
- affiliation: Imperial College London, Department of Computing, UK
- affiliation (PhD 2017): Xi'an Jiaotong University, Department of Computer Science and Technology, China
Other persons with the same name
- Cong Zhao — disambiguation page
- Cong Zhao 0002
— University of Chinese Academy of Sciences, Beijing, China (and 2 more)
- Cong Zhao 0003
— University of Wisconsin-Madison, Department of Industrial and Systems Engineering, WI, USA (and 1 more)
- Cong Zhao 0004
— Peking University, Institute of Remote Sensing and Geographical Information System, School of Earth and Space Sciences, Beijing, China
- Cong Zhao 0005 — Chinese University of Hong Kong, Department of Electronic Engineering, School of Engineering, China
- Cong Zhao 0006
— Xi'an Jiaotong University, School of Mathematics and Statistics, China
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2020 – today
- 2024
- [j25]Yuqian Yang, Shusen Yang, Cong Zhao, Zongben Xu:
TelOps: AI-Driven Operations and Maintenance for Telecommunication Networks. IEEE Commun. Mag. 62(4): 104-110 (2024) - [j24]Yimeng Wang
, Xiang Ding, Shusen Yang
, Cong Zhao
, Qing Han
, Peng Zhao
, Xuebin Ren
:
FtlSPG: A Federated Transfer Learning Framework for Personalized Safety Protective Gear Detection in Electric Power Industry. IEEE Internet Things J. 11(4): 5887-5898 (2024) - [j23]Yimeng Wang
, Jie Shen
, Shusen Yang
, Qing Han, Cong Zhao
, Peng Zhao
, Xuebin Ren
:
Knowledge and Data Dual-Driven Fault Diagnosis in Industrial Scenarios: A Survey. IEEE Internet Things J. 11(11): 19256-19277 (2024) - [j22]Yanan Li
, Shusen Yang
, Xuebin Ren
, Liang Shi
, Cong Zhao
:
Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1243-1256 (2024) - [j21]Jie Shen
, Shusen Yang
, Cong Zhao
, Xuebin Ren
, Peng Zhao
, Yuqian Yang
, Qing Han
, Shuaijun Wu
:
FedLED: Label-Free Equipment Fault Diagnosis With Vertical Federated Transfer Learning. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - [j20]Shibo Wang
, Shusen Yang
, Hairong Su, Cong Zhao
, Chenren Xu
, Feng Qian, Nanbin Wang, Zongben Xu:
Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming. IEEE Trans. Mob. Comput. 23(2): 1312-1329 (2024) - [c11]Guiqin Wang, Peng Zhao, Yanjiang Shi, Cong Zhao, Shusen Yang:
Generative Model-Based Feature Knowledge Distillation for Action Recognition. AAAI 2024: 15474-15482 - [c10]Shibo Wang, Shusen Yang, Xiao Kong, Chenglei Wu, Longwei Jiang, Chenren Xu, Cong Zhao, Xuesong Yang, Jianjun Xiao, Xin Liu, Changxi Zheng, Jing Wang, Honghao Liu:
Pudica: Toward Near-Zero Queuing Delay in Congestion Control for Cloud Gaming. NSDI 2024: 113-129 - [i14]Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu:
Belt and Brace: When Federated Learning Meets Differential Privacy. CoRR abs/2404.18814 (2024) - [i13]Peng Zhao, Runchu Dong, Guiqin Wang, Cong Zhao:
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift. CoRR abs/2406.03001 (2024) - 2023
- [j19]Luhui Wang
, Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann:
ACE: Toward Application-Centric, Edge-Cloud, Collaborative Intelligence. Commun. ACM 66(1): 62-73 (2023) - [j18]Qing Han
, Xuebin Ren
, Peng Zhao
, Yimeng Wang
, Luhui Wang
, Cong Zhao
, Xinyu Yang
:
ECCVideo: A Scalable Edge Cloud Collaborative Video Analysis System. IEEE Intell. Syst. 38(1): 34-44 (2023) - [j17]Luhui Wang
, Xuebin Ren
, Cong Zhao
, Fangyuan Zhao
, Shusen Yang
:
MPDM: A Multi-Paradigm Deployment Model for Large-Scale Edge-Cloud Intelligence. IEEE Internet Things J. 10(10): 8773-8785 (2023) - [j16]Zhanhua Zhang
, Shusen Yang
, Cong Zhao
, Xuebin Ren
, Hanqiao Yu, Qing Han
, Siyan Guo
:
RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images. IEEE J. Sel. Areas Commun. 41(4): 1212-1226 (2023) - [j15]Yimeng Wang
, Shusen Yang
, Xuebin Ren
, Siyan Guo
, Cong Zhao
, Qing Han
:
WaterEdge: Edge-Cloud Collaborative Intelligent Coagulation System for Group-Level Water Treatment Plants. IEEE Syst. J. 17(4): 5346-5356 (2023) - [j14]Xinyue Sun
, Shusen Yang
, Cong Zhao
:
Lightweight Industrial Image Classifier Based on Federated Few-Shot Learning. IEEE Trans. Ind. Informatics 19(6): 7367-7376 (2023) - [j13]Yijun Hao
, Fang Li, Cong Zhao
, Shusen Yang
:
Delay-Oriented Scheduling in 5G Downlink Wireless Networks Based on Reinforcement Learning With Partial Observations. IEEE/ACM Trans. Netw. 31(1): 380-394 (2023) - [c9]Guiqin Wang, Peng Zhao, Cong Zhao, Shusen Yang, Jie Cheng, Luziwei Leng, Jianxing Liao, Qinghai Guo:
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling. ICCV 2023: 10169-10179 - [i12]Guiqin Wang, Peng Zhao, Cong Zhao, Shusen Yang, Jie Cheng, Luziwei Leng, Jianxing Liao, Qinghai Guo:
Weakly-Supervised Action Localization by Hierarchically-structured Latent Attention Modeling. CoRR abs/2308.09946 (2023) - [i11]Guiqin Wang, Peng Zhao, Yanjiang Shi, Cong Zhao, Shusen Yang:
Generative Model-based Feature Knowledge Distillation for Action Recognition. CoRR abs/2312.08644 (2023) - [i10]Jie Shen, Shusen Yang, Cong Zhao, Xuebin Ren, Peng Zhao, Yuqian Yang, Qing Han, Shuaijun Wu:
FedLED: Label-Free Equipment Fault Diagnosis with Vertical Federated Transfer Learning. CoRR abs/2312.17451 (2023) - 2022
- [j12]Laksh Bhatia
, Po-Yu Chen, Michael Breza, Cong Zhao
, Julie A. McCann
:
IRONWAN: Increasing Reliability of Overlapping Networks in LoRaWAN. IEEE Internet Things J. 9(13): 10763-10776 (2022) - [j11]Siyan Guo
, Cong Zhao
, Guiqin Wang, Jiaqing Yang, Shusen Yang
:
EC²Detect: Real-Time Online Video Object Detection in Edge-Cloud Collaborative IoT. IEEE Internet Things J. 9(20): 20382-20392 (2022) - [j10]Cong Zhao, Xinyue Sun, Shusen Yang, Xuebin Ren, Peng Zhao, Julie A. McCann:
Exploration Across Small Silos: Federated Few-Shot Learning on Network Edge. IEEE Netw. 36(1): 159-165 (2022) - [j9]Yimeng Wang
, Shusen Yang
, Xuebin Ren
, Peng Zhao
, Cong Zhao
, Xinyu Yang
:
IndustEdge: A Time-Sensitive Networking Enabled Edge-Cloud Collaborative Intelligent Platform for Smart Industry. IEEE Trans. Ind. Informatics 18(4): 2386-2398 (2022) - [j8]Qing Han
, Shusen Yang
, Xuebin Ren
, Peng Zhao
, Cong Zhao
, Yimeng Wang
:
PCFed: Privacy-Enhanced and Communication-Efficient Federated Learning for Industrial IoTs. IEEE Trans. Ind. Informatics 18(9): 6181-6191 (2022) - [j7]Shusen Yang
, Zhanhua Zhang
, Cong Zhao
, Xin Song, Siyan Guo
, Hailiang Li
:
CNNPC: End-Edge-Cloud Collaborative CNN Inference With Joint Model Partition and Compression. IEEE Trans. Parallel Distributed Syst. 33(10): 4039-4056 (2022) - [j6]Shusen Yang, Xiaofei Wang, Usman Adeel, Cong Zhao, Jia Hu, Xinyu Yang, Julie A. McCann:
The Design of User-Centric Mobile Crowdsensing with Cooperative D2D Communications. IEEE Wirel. Commun. 29(1): 134-142 (2022) - [c8]Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu:
LDP-IDS: Local Differential Privacy for Infinite Data Streams. SIGMOD Conference 2022: 1064-1077 - [i9]Luhui Wang
, Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann:
ACE: Towards Application-Centric Edge-Cloud Collaborative Intelligence. CoRR abs/2203.13061 (2022) - [i8]Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu:
LDP-IDS: Local Differential Privacy for Infinite Data Streams. CoRR abs/2204.00526 (2022) - 2021
- [j5]Yimeng Wang, Cong Zhao
, Shusen Yang
, Xuebin Ren
, Luhui Wang
, Peng Zhao
, Xinyu Yang
:
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing. IEEE Trans. Ind. Informatics 17(9): 5898-5908 (2021) - [j4]Cong Zhao
, Shusen Yang
, Julie A. McCann:
On the Data Quality in Privacy-Preserving Mobile Crowdsensing Systems with Untruthful Reporting. IEEE Trans. Mob. Comput. 20(2): 647-661 (2021) - [i7]Laksh Bhatia, Po-Yu Chen, Michael Breza, Cong Zhao, Julie A. McCann:
IRONWAN: Increasing Reliability of Overlapping Networks in LoRaWAN. CoRR abs/2111.10115 (2021) - 2020
- [j3]Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang:
OL4EL: Online Learning for Edge-Cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints. IEEE Commun. Mag. 58(5): 49-55 (2020) - [c7]Yuanrui Dong, Peng Zhao, Hanqiao Yu, Cong Zhao, Shusen Yang:
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning. IJCAI 2020: 3378-3384 - [c6]Shibo Wang, Shusen Yang, Cong Zhao:
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning. INFOCOM 2020: 2519-2528 - [i6]Shibo Wang, Shusen Yang, Cong Zhao:
SurveilEdge: Real-time Video Query based on Collaborative Cloud-Edge Deep Learning. CoRR abs/2001.01043 (2020) - [i5]Qing Han, Shusen Yang, Xuebin Ren, Cong Zhao, Jingqi Zhang, Xinyu Yang:
OL4EL: Online Learning for Edge-cloud Collaborative Learning on Heterogeneous Edges with Resource Constraints. CoRR abs/2004.10387 (2020) - [i4]Yuanrui Dong, Peng Zhao, Hanqiao Yu, Cong Zhao, Shusen Yang:
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning. CoRR abs/2005.02177 (2020)
2010 – 2019
- 2019
- [i3]Yanan Li, Shusen Yang, Xuebin Ren, Cong Zhao:
Asynchronous Federated Learning with Differential Privacy for Edge Intelligence. CoRR abs/1912.07902 (2019) - 2018
- [j2]Cong Zhao, Shusen Yang, Ping Yan, Qing Yang, Xinyu Yang, Julie A. McCann:
Data Quality Guarantee for Credible Caching Device Selection in Mobile Crowdsensing Systems. IEEE Wirel. Commun. 25(3): 58-64 (2018) - 2017
- [j1]Cong Zhao, Shusen Yang
, Xinyu Yang, Julie A. McCann:
Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile Crowdsourcing. IEEE Trans. Mob. Comput. 16(7): 2008-2022 (2017) - [c5]Cong Zhao, Xinyu Yang, Wei Yu
, Xianghua Yao, Jie Lin, Xin Li:
Cheating-resilient incentive scheme for mobile crowdsensing systems. CCNC 2017: 377-382 - [c4]Xinyu Yang, Cong Zhao, Wei Yu
, Xianghua Yao, Xinwen Fu:
A User Incentive-Based Scheme Against Dishonest Reporting in Privacy-Preserving Mobile Crowdsensing Systems. WASA 2017: 755-767 - [i2]Cong Zhao, Shusen Yang, Xinyu Yang, Julie A. McCann:
Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile Crowdsourcing. CoRR abs/1701.01926 (2017) - [i1]Cong Zhao, Xinyu Yang, Wei Yu, Xianghua Yao, Jie Lin, Xin Li:
Cheating-Resilient Incentive Scheme for Mobile Crowdsensing Systems. CoRR abs/1701.01928 (2017) - 2015
- [c3]Xinyu Yang, Cong Zhao, Shusen Yang, Xinwen Fu, Julie A. McCann:
A Systematic Key Management mechanism for practical Body Sensor Networks. ICC 2015: 7310-7315 - [c2]Cong Zhao, Fengrui Shi, Ran Huang, Xinyu Yang, Julie A. McCann:
Trustworthy Device Pairing for Opportunistic Device-to-Device Communications in Mobile Crowdsourcing Systems. S3@MobiCom 2015: 4-6 - 2013
- [c1]Jie Lin, Wei Yu
, Xinyu Yang, Cong Zhao, Qingyu Yang:
On effectiveness of integrating intermittent resources and electricity vehicles in the smart grid. ICC 2013: 4266-4270
Coauthor Index
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