Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE F Wang, C Zhang, J Liu, Y Zhu, H Pang, L Sun IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 910-918, 2019 | 85 | 2019 |
Video processing with serverless computing: a measurement study M Zhang, Y Zhu, C Zhang, J Liu Proceedings of the 29th ACM Workshop on Network and Operating Systems …, 2019 | 56 | 2019 |
Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance C Tang, K Ouyang, Z Wang, Y Zhu, W Ji, Y Wang, W Zhu European Conference on Computer Vision, 259-275, 2022 | 50 | 2022 |
Federated analytics: Opportunities and challenges D Wang, S Shi, Y Zhu, Z Han IEEE Network 36 (1), 151-158, 2021 | 46 | 2021 |
Digital twin for federated analytics using a Bayesian approach D Chen, D Wang, Y Zhu, Z Han IEEE Internet of Things Journal 8 (22), 16301-16312, 2021 | 46 | 2021 |
Car4pac: Last mile parcel delivery through intelligent car trip sharing F Wang, Y Zhu, F Wang, J Liu, X Ma, X Fan IEEE Transactions on Intelligent Transportation Systems 21 (10), 4410-4424, 2019 | 41 | 2019 |
Deepcast: Towards personalized qoe for edge-assisted crowdcast with deep reinforcement learning F Wang, C Zhang, F Wang, J Liu, Y Zhu, H Pang, L Sun IEEE/ACM Transactions on Networking 28 (3), 1255-1268, 2020 | 35 | 2020 |
Task Scheduling with Optimized Transmission Time in Collaborative Cloud-Edge Learning Y Huang, Y Zhu, X Fan, X Ma, F Wang, J Liu, Z Wang, Y Cui 2018 27th International Conference on Computer Communication and Networks …, 2018 | 35 | 2018 |
Federated Anomaly Analytics for Local Model Poisoning Attack S Shi, C Hu, D Wang, Y Zhu, Z Han IEEE Journal on Selected Areas in Communications 40 (2), 596-610, 2021 | 34 | 2021 |
When crowd meets big video data: Cloud-edge collaborative transcoding for personal livecast Y Zhu, Q He, J Liu, B Li, Y Hu IEEE Transactions on Network Science and Engineering 7 (1), 42-53, 2018 | 34 | 2018 |
Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines M Zhang, F Wang, Y Zhu, J Liu, Z Wang Proceedings of the 12th ACM Multimedia Systems Conference, 80-93, 2021 | 32 | 2021 |
Rado: A randomized auction approach for data offloading via D2D communication Y Zhu, J Jiang, B Li, B Li 2015 IEEE 12th International Conference on Mobile Ad Hoc and Sensor Systems, 1-9, 2015 | 32 | 2015 |
FedFPM: A Unified Federated Analytics Framework for Collaborative Frequent Pattern Mining Z Wang, Y Zhu, D Wang, Z Han IEEE INFOCOM 2022-IEEE Conference on Computer Communications, 61-70, 2022 | 22 | 2022 |
FedACS: Federated Skewness Analytics in Heterogeneous Decentralized Data Environments Z Wang, Y Zhu, D Wang, Z Han IEEE/ACM International Symposium on Quality of Service, 2021 | 22 | 2021 |
Ridesharing as a service: Exploring crowdsourced connected vehicle information for intelligent package delivery F Wang, Y Zhu, F Wang, J Liu 2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS), 1-10, 2018 | 22 | 2018 |
DeepReserve: Dynamic edge server reservation for connected vehicles with deep reinforcement learning J Zhang, S Chen, X Wang, Y Zhu IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 20 | 2021 |
Understanding 5G performance for real-world services: a content provider's perspective X Yuan, M Wu, Z Wang, Y Zhu, M Ma, J Guo, ZL Zhang, W Zhu Proceedings of the ACM SIGCOMM 2022 Conference, 101-113, 2022 | 19 | 2022 |
FedAB: Truthful Federated Learning with Auction-based Combinatorial Multi-Armed Bandit C Wu, Y Zhu, R Zhang, Y Chen, F Wang, S Cui IEEE Internet of Things Journal, 2023 | 18 | 2023 |
DSFL: Decentralized Satellite Federated Learning for Energy-Aware LEO Constellation Computing C Wu, Y Zhu, F Wang 2022 IEEE International Conference on Satellite Computing (Satellite), 25-30, 2022 | 15 | 2022 |
Personalized 360-Degree Video Streaming: A Meta-Learning Approach Y Lu, Y Zhu, Z Wang Proceedings of the 30th ACM International Conference on Multimedia, 3143-3151, 2022 | 15 | 2022 |