Yifei Zhu

According to our database, Yifei Zhu authored at least 77 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Fair and Scalable Trial Assignment in Federated Bandits: A Shapley Value Approach.

Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han

IEEE Trans. Big Data, October, 2025

Joint Adaptation for Mobile 360-Degree Video Streaming and Enhancement.

Haotian Guo, Feng Wang, Wei Zhang, Yifei Zhu, Laizhong Cui, Jiangchuan Liu, Fei Richard Yu, Lei Zhang

IEEE Trans. Mob. Comput., August, 2025

NP-LLM: A Unified Large-Language-Model-Assisted Framework of 6G Network-Layer Planning.

Sheng Cen, Yifei Zhu

IEEE Commun. Mag., August, 2025

Efficient Serving of LLM Applications with Probabilistic Demand Modeling.

Yifei Liu, Zuo Gan, Zhenghao Gan, Weiye Wang, Chen Chen, Yizhou Shan, Xusheng Chen, Zhenhua Han, Yifei Zhu, Shixuan Sun, Minyi Guo

CoRR, June, 2025

LLMSched: Uncertainty-Aware Workload Scheduling for Compound LLM Applications.

Botao Zhu, Chen Chen, Xiaoyi Fan, Yifei Zhu

CoRR, April, 2025

Efficient Path Selection Design for Large Scale LEO Satellite Constellations Using Graph Embedding-Based Reinforcement Learning.

Yuhan Kang, Yifei Zhu, Dan Wang, Zhu Han

IEEE Trans. Netw. Sci. Eng., 2025

SkyML: A MLaaS Federation Design for Multicloud-Based Multimedia Analytics.

Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

IEEE Trans. Multim., 2025

γ-FedHT: Stepsize-Aware Hard-Threshold Gradient Compression in Federated Learning.

Rongwei Lu, Yutong Jiang, Jinrui Zhang, Chunyang Li, Yifei Zhu, Bin Chen, Zhi Wang

Proceedings of the IEEE INFOCOM 2025, 2025

Federated Reinforcement Learning for Therapeutic Interventions over ICUs with Noisy Labels.

Linxiao Cao, Yifei Zhu, Haoquan Zhou, Shilei Tan, Wei Gong

Proceedings of the 28th International Conference on Computer Supported Cooperative Work in Design, 2025

SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing.

Heng Zhao, Yifei Zhu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Contextual Client Selection for Efficient Federated Learning Over Edge Devices.

Qiying Pan, Hangrui Cao, Yifei Zhu, Jiangchuan Liu, Bo Li

IEEE Trans. Mob. Comput., June, 2024

Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels.

Siping Shi, Yingya Guo, Dan Wang, Yifei Zhu, Zhu Han

IEEE Trans. Mob. Comput., May, 2024

AdaDSR: Adaptive Configuration Optimization for Neural Enhanced Video Analytics Streaming.

Sheng Cen, Miao Zhang, Yifei Zhu, Jiangchuan Liu

IEEE Internet Things J., April, 2024

Collaborative Hyperspectral Image Processing Using Satellite Edge Computing.

Botao Zhu, Siyuan Lin, Yifei Zhu, Xudong Wang

IEEE Trans. Mob. Comput., March, 2024

Federated HD Map Updating Through Overlapping Coalition Formation Game.

Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han

IEEE Trans. Mob. Comput., February, 2024

Joint Server Selection and Handover Design for Satellite-Based Federated Learning Using Mean-Field Evolutionary Approach.

Yuhan Kang, Yifei Zhu, Dan Wang, Zhu Han, Tamer Basar

IEEE Trans. Netw. Sci. Eng., 2024

SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices.

Linxiao Cao, Yifei Zhu, Wei Gong

CoRR, 2024

A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues.

Zibo Wang, Haichao Ji, Yifei Zhu, Dan Wang, Zhu Han

CoRR, 2024

SpaceMeta: Global-Scale Massive Multi-User Virtual Interaction over LEO Satellite Constellations.

Jiahe Huang, Yifei Zhu

CoRR, 2024

Enabling lightweight immersive user interaction in smart buildings through learning-based mobile panorama streaming.

Chi Xu, Zhengzhe Li, Guo Qing Huai, Jia Zhao, Yifei Zhu, Xiaoqiang Ma, Haiyang Wang

Comput. Commun., 2024

Towards Efficient Compound Large Language Model System Serving in the Wild.

Yifei Zhu, Botao Zhu, Chen Chen, Xiaoyi Fan

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

OAVS: Efficient Online Learning of Streaming Policies for Drone-sourced Live Video Analytics.

Zekai Li, Miao Zhang, Yifei Zhu

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

PAS: Towards Accurate and Efficient Federated Learning with Parameter-Adaptive Synchronization.

Zuo Gan, Chen Chen, Jiayi Zhang, Gaoxiong Zeng, Yifei Zhu, Jieru Zhao, Quan Chen, Minyi Guo

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024

Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications.

Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han

Proceedings of the IEEE INFOCOM 2024, 2024

DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service.

Yu Liu, Zibo Wang, Yifei Zhu, Chen Chen

Proceedings of the IEEE INFOCOM 2024, 2024

The Space Above the Sky: Uniting Global-Scale Ground Station as a Service for Efficient Orbital Data Processing.

Heng Zhao, Sheng Cen, Yifei Zhu

Proceedings of the 32nd IEEE International Conference on Network Protocols, 2024

SatFlow: Scalable Network Planning for LEO Mega-Constellations.

Sheng Cen, Qiying Pan, Yifei Zhu, Bo Li

Proceedings of the 32nd IEEE International Conference on Network Protocols, 2024

When Zero-Trust Meets Federated Learning.

Xinran Zhang, Dan Wang, Yifei Zhu, Weilong Chen, Zheng Chang, Zhu Han

Proceedings of the 2024 IEEE Global Communications Conference, 2024

Towards Real-Time Neural Volumetric Rendering on Mobile Devices: A Measurement Study.

Zhe Wang, Yifei Zhu

Proceedings of the 2024 SIGCOMM Workshop on Emerging Multimedia Systems, 2024

2023

Secure Trajectory Publication in Untrusted Environments: A Federated Analytics Approach.

Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han

IEEE Trans. Mob. Comput., November, 2023

FedAB: Truthful Federated Learning With Auction-Based Combinatorial Multi-Armed Bandit.

Chenrui Wu, Yifei Zhu, Rongyu Zhang, Yun Chen, Fangxin Wang, Shuguang Cui

IEEE Internet Things J., September, 2023

Dynamic Reservation of Edge Servers via Deep Reinforcement Learning for Connected Vehicles.

Jiawei Zhang, Suhong Chen, Xudong Wang, Yifei Zhu

IEEE Trans. Mob. Comput., May, 2023

Love of Variety Based Latency Analysis for High Definition Map Updating: Age of Information and Distributional Robust Perspectives.

Dawei Chen, Yifei Zhu, Dan Wang, Haoxin Wang, Jiang Xie, Xiao-Ping Zhang, Zhu Han

IEEE Trans. Intell. Veh., February, 2023

Federated Analytics Informed Distributed Industrial IoT Learning With Non-IID Data.

Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han

IEEE Trans. Netw. Sci. Eng., 2023

Federated Inverse Reinforcement Learning for Smart ICUs With Differential Privacy.

Wei Gong, Linxiao Cao, Yifei Zhu, Fang Zuo, Xin He, Haoquan Zhou

IEEE Internet Things J., 2023

FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks.

Qiying Pan, Ruofan Wu, Tengfei Liu, Tianyi Zhang, Yifei Zhu, Weiqiang Wang

CoRR, 2023

Comverse: A Federative-by-Design Platform for Community Computing.

Silvery Fu, Dylan Reimer, Siyuan Dong, Yifei Zhu, Sylvia Ratnasamy

CoRR, 2023

A Low Cost Cross-Platform Video/Image Process Framework Empowers Heterogeneous Edge Application.

Danyang Song, Cong Zhang, Yifei Zhu, Jiangchuan Liu

Proceedings of the 33rd Workshop on Network and Operating System Support for Digital Audio and Video, 2023

OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos.

Miao Zhang, Yifei Zhu, Linfeng Shen, Fangxin Wang, Jiangchuan Liu

Proceedings of the IEEE INFOCOM 2023, 2023

Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices.

Qiying Pan, Yifei Zhu, Lingyang Chu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

CharmSeeker: Automated Pipeline Configuration for Serverless Video Processing.

Miao Zhang, Yifei Zhu, Jiangchuan Liu, Feng Wang, Fangxin Wang

IEEE/ACM Trans. Netw., 2022

Federated Analytics: Opportunities and Challenges.

Dan Wang, Siping Shi, Yifei Zhu, Zhu Han

IEEE Netw., 2022

Guest Editorial: Federated Optimizations and Networked Edge Intelligence.

Dan Wang, Zhu Han, Ekram Hossain, Yifei Zhu, Choong Seon Hong, Zhijin Qin

IEEE Netw., 2022

LinkSlice: Fine-Grained Network Slice Enforcement Based on Deep Reinforcement Learning.

Tianxin Wang, Suhong Chen, Yifei Zhu, Aimin Tang, Xudong Wang

IEEE J. Sel. Areas Commun., 2022

Federated Anomaly Analytics for Local Model Poisoning Attack.

Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han

IEEE J. Sel. Areas Commun., 2022

Understanding 5G performance for real-world services: a content provider's perspective.

Xinjie Yuan, Mingzhou Wu, Zhi Wang, Yifei Zhu, Ming Ma, Junjian Guo, Zhi-Li Zhang, Wenwu Zhu

Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022

Few-Shot Correlation Estimation for Cross-Camera Video Analytics: A Mean-Field Game Approach.

Kaiyang Chen, Yifei Zhu, Yuhan Kang, Zhu Han

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach.

Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Personalized 360-Degree Video Streaming: A Meta-Learning Approach.

Yiyun Lu, Yifei Zhu, Zhi Wang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

FedWalk: Communication Efficient Federated Unsupervised Node Embedding with Differential Privacy.

Qiying Pan, Yifei Zhu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach.

Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

Proceedings of the IEEE INFOCOM 2022, 2022

FedFPM: A Unified Federated Analytics Framework for Collaborative Frequent Pattern Mining.

Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han

Proceedings of the IEEE INFOCOM 2022, 2022

Trueno: A Cross-Platform Machine Learning Model Serving Framework in Heterogeneous Edge Systems.

Danyang Song, Yifei Zhu, Cong Zhang, Jiangchuan Liu

Proceedings of the IEEE INFOCOM 2022, 2022

Distributionally Robust Federated Learning for Differentially Private Data.

Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance.

Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Wen Ji, Yaowei Wang, Wenwu Zhu

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Serverless Empowered Video Analytics for Ubiquitous Networked Cameras.

Miao Zhang, Fangxin Wang, Yifei Zhu, Jiangchuan Liu, Bo Li

IEEE Netw., 2021

Digital Twin for Federated Analytics Using a Bayesian Approach.

Dawei Chen, Dan Wang, Yifei Zhu, Zhu Han

IEEE Internet Things J., 2021

Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines.

Miao Zhang, Fangxin Wang, Yifei Zhu, Jiangchuan Liu, Zhi Wang

Proceedings of the MMSys '21: 12th ACM Multimedia Systems Conference, Istanbul, Turkey, 28 September 2021, 2021

FedACS: Federated Skewness Analytics in Heterogeneous Decentralized Data Environments.

Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

DeepReserve: Dynamic Edge Server Reservation for Connected Vehicles with Deep Reinforcement Learning.

Jiawei Zhang, Suhong Chen, Xudong Wang, Yifei Zhu

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

2020

DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning.

Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun

IEEE/ACM Trans. Netw., 2020

When Crowd Meets Big Video Data: Cloud-Edge Collaborative Transcoding for Personal Livecast.

Yifei Zhu, Qiyun He, Jiangchuan Liu, Bo Li, Yueming Hu

IEEE Trans. Netw. Sci. Eng., 2020

Car4Pac: Last Mile Parcel Delivery Through Intelligent Car Trip Sharing.

Fangxin Wang, Yifei Zhu, Feng Wang, Jiangchuan Liu, Xiaoqiang Ma, Xiaoyi Fan

IEEE Trans. Intell. Transp. Syst., 2020

2019

Video processing with serverless computing: a measurement study.

Miao Zhang, Yifei Zhu, Cong Zhang, Jiangchuan Liu

Proceedings of the 29th ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2019

Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE.

Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

Truthful Online Auction Toward Maximized Instance Utilization in the Cloud.

Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui

IEEE/ACM Trans. Netw., 2018

Ridesharing as a Service: Exploring Crowdsourced Connected Vehicle Information for Intelligent Package Delivery.

Fangxin Wang, Yifei Zhu, Feng Wang, Jiangchuan Liu

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Task Scheduling with Optimized Transmission Time in Collaborative Cloud-Edge Learning.

Yutao Huang, Yifei Zhu, Xiaoyi Fan, Xiaoqiang Ma, Fangxin Wang, Jiangchuan Liu, Ziyi Wang, Yong Cui

Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

2017

When Cloud Meets Uncertain Crowd: An Auction Approach for Crowdsourced Livecast Transcoding.

Yifei Zhu, Jiangchuan Liu, Zhi Wang, Cong Zhang

Proceedings of the 2017 ACM on Multimedia Conference, 2017

C2: Procuring uncertain freelancers for interactive live video transcoding.

Yifei Zhu, Jiangchuan Liu

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Social media stickiness in Mobile Personal Livestreaming service.

Jia Zhao, Ming Ma, Wei Gong, Lei Zhang, Yifei Zhu, Jiangchuan Liu

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Accelerating mobile web browsing with screen scrolling.

Lei Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Efficient group labeling for multi-group RFID systems.

Jihong Yu, Jiangchuan Liu, Lin Chen, Yifei Zhu

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

HARV: Harnessing hybrid virtualization to improve instance (re)usage in public cloud.

Silvery Fu, Yifei Zhu, Jiangchuan Liu

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Truthful Online Auction for Cloud Instance Subletting.

Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2015

Rado: A Randomized Auction Approach for Data Offloading via D2D Communication.

Yifei Zhu, Jingjie Jiang, Bo Li, Baochun Li

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

Rally: Device-to-Device Content Sharing in LTE Networks as a Game.

Jingjie Jiang, Yifei Zhu, Bo Li, Baochun Li

Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015