Yifei Zhu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 90

Top Topics

Reinforcement Learning

Video Analytics

Differential Privacy

Top Venues

IEEE Trans. Mob. Comput.

Publications

Chi Xu, Zhengzhe Li, Guo Qing Huai, Jia Zhao, Yifei Zhu, Xiaoqiang Ma, Haiyang Wang
Enabling lightweight immersive user interaction in smart buildings through learning-based mobile panorama streaming. Comput. Commun. 222 (2024)
Yu Liu, Zibo Wang, Yifei Zhu, Chen Chen
DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service. CoRR (2024)
Qiying Pan, Hangrui Cao, Yifei Zhu, Jiangchuan Liu, Bo Li
Contextual Client Selection for Efficient Federated Learning Over Edge Devices. IEEE Trans. Mob. Comput. 23 (6) (2024)
Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han
Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications. CoRR (2024)
C. Estelle Smith, Kylee Shiekh, Hayden Cooreman, Sharfi Rahman, Yifei Zhu, Md Kamrul Siam, Michael I. Ivanitskiy, Ahmed M. Ahmed, Michael Hallinan, Alexander Grisak, Gabe Fierro
Early Adoption of Generative Artificial Intelligence in Computing Education: Emergent Student Use Cases and Perspectives in 2023. ITiCSE (1) (2024)
Linxiao Cao, Yifei Zhu, Wei Gong
SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices. CoRR (2024)
Zibo Wang, Haichao Ji, Yifei Zhu, Dan Wang, Zhu Han
A Survey on Federated Analytics: Taxonomy, Enabling Techniques, Applications and Open Issues. CoRR (2024)
Sheng Cen, Miao Zhang, Yifei Zhu, Jiangchuan Liu
AdaDSR: Adaptive Configuration Optimization for Neural Enhanced Video Analytics Streaming. IEEE Internet Things J. 11 (7) (2024)
Zhe Wang, Yifei Zhu
Towards Real-Time Neural Volumetric Rendering on Mobile Devices: A Measurement Study. EMS@SIGCOMM (2024)
Siping Shi, Yingya Guo, Dan Wang, Yifei Zhu, Zhu Han
Distributionally Robust Federated Learning for Network Traffic Classification With Noisy Labels. IEEE Trans. Mob. Comput. 23 (5) (2024)
Yu Liu, Zibo Wang, Yifei Zhu, Chen Chen
DPBalance: Efficient and Fair Privacy Budget Scheduling for Federated Learning as a Service. INFOCOM (2024)
Yuhan Kang, Yifei Zhu, Dan Wang, Zhu Han, Tamer Basar
Joint Server Selection and Handover Design for Satellite-Based Federated Learning Using Mean-Field Evolutionary Approach. IEEE Trans. Netw. Sci. Eng. 11 (2) (2024)
Jiahe Huang, Yifei Zhu
SpaceMeta: Global-Scale Massive Multi-User Virtual Interaction over LEO Satellite Constellations. CoRR (2024)
Yifei Zhu, Ruchen Wen, Tom Williams
Robots for Social Justice (R4SJ): Toward a More Equitable Practice of Human-Robot Interaction. HRI (2024)
Botao Zhu, Siyuan Lin, Yifei Zhu, Xudong Wang
Collaborative Hyperspectral Image Processing Using Satellite Edge Computing. IEEE Trans. Mob. Comput. 23 (3) (2024)
Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han
Federated Analytics-Empowered Frequent Pattern Mining for Decentralized Web 3.0 Applications. INFOCOM (2024)
Zhe Wang, Yifei Zhu
Towards Real-Time Neural Volumetric Rendering on Mobile Devices: A Measurement Study. CoRR (2024)
Daniel Zint, Zhouyuan Chen, Yifei Zhu, Denis Zorin, Teseo Schneider, Daniele Panozzo
Topological Offsets. CoRR (2024)
Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han
Federated HD Map Updating Through Overlapping Coalition Formation Game. IEEE Trans. Mob. Comput. 23 (2) (2024)
Yifei Zhu, Joseph Peak, Eryn Rachael Kelsey-Adkins, C. Estelle Smith
FETCH: Fostering and Enhancing Teamwork, Communication, and Healthy Community Among Animal Shelter Volunteers through Mobile Technology. CHI Extended Abstracts (2024)
Wei Gong, Linxiao Cao, Yifei Zhu, Fang Zuo, Xin He, Haoquan Zhou
Federated Inverse Reinforcement Learning for Smart ICUs With Differential Privacy. IEEE Internet Things J. 10 (21) (2023)
Qiying Pan, Yifei Zhu, Lingyang Chu
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices. CoRR (2023)
Zhao Han, Yifei Zhu, Albert Phan, Fernando Sandoval Garza, Amia Castro, Tom Williams
Crossing Reality: Comparing Physical and Virtual Robot Deixis. HRI (2023)
Danyang Song, Cong Zhang, Yifei Zhu, Jiangchuan Liu
A Low Cost Cross-Platform Video/Image Process Framework Empowers Heterogeneous Edge Application. NOSSDAV (2023)
Qiying Pan, Yifei Zhu, Lingyang Chu
Lumos: Heterogeneity-aware Federated Graph Learning over Decentralized Devices. ICDE (2023)
Chenrui Wu, Yifei Zhu, Rongyu Zhang, Yun Chen, Fangxin Wang, Shuguang Cui
FedAB: Truthful Federated Learning With Auction-Based Combinatorial Multi-Armed Bandit. IEEE Internet Things J. 10 (17) (2023)
Pingyao Feng, Siheng Yi, Qingrui Qu, Zhiwang Yu, Yifei Zhu
Topology combined machine learning for consonant recognition. CoRR (2023)
Jin Fan, Ke Zhang, Yipan Huang, Yifei Zhu, Baiping Chen
Parallel spatio-temporal attention-based TCN for multivariate time series prediction. Neural Comput. Appl. 35 (18) (2023)
Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han
Federated Analytics Informed Distributed Industrial IoT Learning With Non-IID Data. IEEE Trans. Netw. Sci. Eng. 10 (5) (2023)
Miao Zhang, Yifei Zhu, Linfeng Shen, Fangxin Wang, Jiangchuan Liu
OmniSense: Towards Edge-Assisted Online Analytics for 360-Degree Videos. INFOCOM (2023)
Jiawei Zhang, Suhong Chen, Xudong Wang, Yifei Zhu
Dynamic Reservation of Edge Servers via Deep Reinforcement Learning for Connected Vehicles. IEEE Trans. Mob. Comput. 22 (5) (2023)
Qiying Pan, Ruofan Wu, Tengfei Liu, Tianyi Zhang, Yifei Zhu, Weiqiang Wang
FedGKD: Unleashing the Power of Collaboration in Federated Graph Neural Networks. CoRR (2023)
Hui Li, Yifei Zhu
Privacy-Preserving Contact Tracing for Curbing the Spread of Infectious Disease. J. Database Manag. 34 (3) (2023)
Dawei Chen, Yifei Zhu, Dan Wang, Haoxin Wang, Jiang Xie, Xiao-Ping Zhang, Zhu Han
Love of Variety Based Latency Analysis for High Definition Map Updating: Age of Information and Distributional Robust Perspectives. IEEE Trans. Intell. Veh. 8 (2) (2023)
Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han
Secure Trajectory Publication in Untrusted Environments: A Federated Analytics Approach. IEEE Trans. Mob. Comput. 22 (11) (2023)
Qiang Xiong, Yifei Zhu, Zhangying Zeng, Xinqi Yang
Signal Game Analysis between Software Vendors and Third-Party Platforms in Collaborative Disclosure of Network Security Vulnerabilities. Complex. 2023 (2023)
Silvery Fu, Dylan Reimer, Siyuan Dong, Yifei Zhu, Sylvia Ratnasamy
Comverse: A Federative-by-Design Platform for Community Computing. CoRR (2023)
Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Wen Ji, Yaowei Wang, Wenwu Zhu
Mixed-Precision Neural Network Quantization via Learned Layer-Wise Importance. ECCV (11) (2022)
Xinjie Yuan, Mingzhou Wu, Zhi Wang, Yifei Zhu, Ming Ma, Junjian Guo, Zhi-Li Zhang, Wenwu Zhu
Understanding 5G performance for real-world services: a content provider's perspective. SIGCOMM (2022)
Dan Wang, Zhu Han, Ekram Hossain, Yifei Zhu, Choong Seon Hong, Zhijin Qin
Guest Editorial: Federated Optimizations and Networked Edge Intelligence. IEEE Netw. 36 (5) (2022)
Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han
Distributionally Robust Federated Learning for Differentially Private Data. ICDCS (2022)
Qiying Pan, Yifei Zhu
FedWalk: Communication Efficient Federated Unsupervised Node Embedding with Differential Privacy. CoRR (2022)
Kaiyang Chen, Yifei Zhu, Yuhan Kang, Zhu Han
Few-Shot Correlation Estimation for Cross-Camera Video Analytics: A Mean-Field Game Approach. PIMRC (2022)
Qiying Pan, Yifei Zhu
FedWalk: Communication Efficient Federated Unsupervised Node Embedding with Differential Privacy. KDD (2022)
Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang
Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach. CoRR (2022)
Tianxin Wang, Suhong Chen, Yifei Zhu, Aimin Tang, Xudong Wang
LinkSlice: Fine-Grained Network Slice Enforcement Based on Deep Reinforcement Learning. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Danyang Song, Yifei Zhu, Cong Zhang, Jiangchuan Liu
Trueno: A Cross-Platform Machine Learning Model Serving Framework in Heterogeneous Edge Systems. INFOCOM Workshops (2022)
Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang
Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach. INFOCOM (2022)
Yiyun Lu, Yifei Zhu, Zhi Wang
Personalized 360-Degree Video Streaming: A Meta-Learning Approach. ACM Multimedia (2022)
Yifei Zhu, Xin Yao, Chuangchuang Yao, Zhenkai Zhou, Zhenkui Gu, Leihua Yao
Integration of Vertical and Horizontal Deformation Derived by SAR Observation for Identifying Landslide Motion Patterns in a Basaltic Weathered Crust Region of Guizhou, China. Remote. Sens. 14 (16) (2022)
Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han
FedFPM: A Unified Federated Analytics Framework for Collaborative Frequent Pattern Mining. INFOCOM (2022)
Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu
Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach. ACM Multimedia (2022)
Dan Wang, Siping Shi, Yifei Zhu, Zhu Han
Federated Analytics: Opportunities and Challenges. IEEE Netw. 36 (1) (2022)
Chen Tang, Kai Ouyang, Zhi Wang, Yifei Zhu, Yaowei Wang, Wen Ji, Wenwu Zhu
Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance. CoRR (2022)
Siping Shi, Chuang Hu, Dan Wang, Yifei Zhu, Zhu Han
Federated Anomaly Analytics for Local Model Poisoning Attack. IEEE J. Sel. Areas Commun. 40 (2) (2022)
Chen Tang, Haoyu Zhai, Kai Ouyang, Zhi Wang, Yifei Zhu, Wenwu Zhu
Arbitrary Bit-width Network: A Joint Layer-Wise Quantization and Adaptive Inference Approach. CoRR (2022)
Jin Fan, Ke Zhang, Yipan Huang, Yifei Zhu, Baiping Chen
Parallel Spatio-Temporal Attention-Based TCN for Multivariate Time Series Prediction. CoRR (2022)
Jing Gao, Lei Feng, Peng Yu, Fanqin Zhou, Zihao Wu, Xuesong Qiu, Jingchun Li, Yifei Zhu
Resource consumption and security-aware multi-tenant service function chain deployment based on hypergraph matching. Comput. Networks 216 (2022)
Miao Zhang, Yifei Zhu, Jiangchuan Liu, Feng Wang, Fangxin Wang
CharmSeeker: Automated Pipeline Configuration for Serverless Video Processing. IEEE/ACM Trans. Netw. 30 (6) (2022)
Miao Zhang, Fangxin Wang, Yifei Zhu, Jiangchuan Liu, Bo Li
Serverless Empowered Video Analytics for Ubiquitous Networked Cameras. IEEE Netw. 35 (6) (2021)
Yifei Zhu, Wei Yu
On the Life Aesthetics of Packaging Design in the Context of Digital Economy. HCI (44) (2021)
Evan Johnson, Maxwell Bland, Yifei Zhu, Joshua Mason, Stephen Checkoway, Stefan Savage, Kirill Levchenko
Jetset: Targeted Firmware Rehosting for Embedded Systems. USENIX Security Symposium (2021)
Miao Zhang, Fangxin Wang, Yifei Zhu, Jiangchuan Liu, Zhi Wang
Towards cloud-edge collaborative online video analytics with fine-grained serverless pipelines. MMSys (2021)
Zibo Wang, Yifei Zhu, Dan Wang, Zhu Han
FedACS: Federated Skewness Analytics in Heterogeneous Decentralized Data Environments. IWQoS (2021)
Jiawei Zhang, Suhong Chen, Xudong Wang, Yifei Zhu
DeepReserve: Dynamic Edge Server Reservation for Connected Vehicles with Deep Reinforcement Learning. INFOCOM (2021)
Xuanxuan Tang, Shizhao Liu, Qi Cheng, Yifei Zhu, Li Zhao, Renliang Sun
Secure Transmission for Multi-Antenna Wireless-Powered Networks with Joint Receiving Antenna Selection and Full-Duplex Zero-Forcing Jamming. ICITEE (2021)
Yifei Zhu, Defu Lin, Li Mo, Peijian Lv, Jianchuan Ye
Numerical Study of the Aerodynamic Interference of Rotors Imposed on Fuselage for a Quadcopter. IEEE Access 9 (2021)
Dawei Chen, Dan Wang, Yifei Zhu, Zhu Han
Digital Twin for Federated Analytics Using a Bayesian Approach. IEEE Internet Things J. 8 (22) (2021)
Yifei Zhu, Peng Wang, Lyudmila Mihaylova
A Convolutional Neural Network Combined with a Gaussian Process for Speed Prediction in Traffic Networks. MFI (2021)
Zhou Yang, Shuyi Chen, Tianhong Fang, Yifei Zhu
The Packaging Design of Braille Beverage Bottle Based on Universal Design Thinking. HCI (45) (2021)
Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun
DeepCast: Towards Personalized QoE for Edge-Assisted Crowdcast With Deep Reinforcement Learning. IEEE/ACM Trans. Netw. 28 (3) (2020)
Yifei Zhu, Qiyun He, Jiangchuan Liu, Bo Li, Yueming Hu
When Crowd Meets Big Video Data: Cloud-Edge Collaborative Transcoding for Personal Livecast. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Yifei Zhu, Alanna C. Green, Lingzhong Guo, Holly R. Evans, Lyudmila Mihaylova
Machine Learning Approaches for Cancer Bone Segmentation from Micro Computed Tomography Images. FUSION (2020)
Yurong Wang, Yifei Zhu, Qi Wang, Yi Tang, Fangwei Duan, Yingxuan Yang
Complex Fault Source Identification Method for High-Voltage Trip-Offs of Wind Farms Based on SU-MRMR and PSO-SVM. IEEE Access 8 (2020)
Fangxin Wang, Yifei Zhu, Feng Wang, Jiangchuan Liu, Xiaoqiang Ma, Xiaoyi Fan
Car4Pac: Last Mile Parcel Delivery Through Intelligent Car Trip Sharing. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Yifei Zhu, Zhifeng Zhou, Peng Xiao
Multifunctional human body data acquisition system Based on LabVIEW. RICAI (2019)
Miao Zhang, Yifei Zhu, Cong Zhang, Jiangchuan Liu
Video processing with serverless computing: a measurement study. NOSSDAV (2019)
Fangxin Wang, Cong Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu, Haitian Pang, Lifeng Sun
Intelligent Edge-Assisted Crowdcast with Deep Reinforcement Learning for Personalized QoE. INFOCOM (2019)
Youngjoo Kim, Peng Wang, Yifei Zhu, Lyudmila Mihaylova
A Capsule Network for Traffic Speed Prediction in Complex Road Networks. SDF (2018)
Youngjoo Kim, Peng Wang, Yifei Zhu, Lyudmila Mihaylova
A Capsule Network for Traffic Speed Prediction in Complex Road Networks. CoRR (2018)
Fangxin Wang, Yifei Zhu, Feng Wang, Jiangchuan Liu
Ridesharing as a Service: Exploring Crowdsourced Connected Vehicle Information for Intelligent Package Delivery. IWQoS (2018)
Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui
Truthful Online Auction Toward Maximized Instance Utilization in the Cloud. IEEE/ACM Trans. Netw. 26 (5) (2018)
Yutao Huang, Yifei Zhu, Xiaoyi Fan, Xiaoqiang Ma, Fangxin Wang, Jiangchuan Liu, Ziyi Wang, Yong Cui
Task Scheduling with Optimized Transmission Time in Collaborative Cloud-Edge Learning. ICCCN (2018)
Lei Zhang, Feng Wang, Jiangchuan Liu, Yifei Zhu
Accelerating mobile web browsing with screen scrolling. IWQoS (2017)
Yifei Zhu, Jiangchuan Liu, Zhi Wang, Cong Zhang
When Cloud Meets Uncertain Crowd: An Auction Approach for Crowdsourced Livecast Transcoding. ACM Multimedia (2017)
Yifei Zhu, Silvery Fu, Jiangchuan Liu, Yong Cui
Truthful Online Auction for Cloud Instance Subletting. ICDCS (2017)
Jihong Yu, Jiangchuan Liu, Lin Chen, Yifei Zhu
Efficient group labeling for multi-group RFID systems. IWQoS (2017)
Silvery Fu, Yifei Zhu, Jiangchuan Liu
HARV: Harnessing hybrid virtualization to improve instance (re)usage in public cloud. IWQoS (2017)
Yifei Zhu, Jiangchuan Liu
C2: Procuring uncertain freelancers for interactive live video transcoding. IWQoS (2017)
Jia Zhao, Ming Ma, Wei Gong, Lei Zhang, Yifei Zhu, Jiangchuan Liu
Social media stickiness in Mobile Personal Livestreaming service. IWQoS (2017)
Yifei Zhu, Jingjie Jiang, Bo Li, Baochun Li
Rado: A Randomized Auction Approach for Data Offloading via D2D Communication. MASS (2015)
Jingjie Jiang, Yifei Zhu, Bo Li, Baochun Li
Rally: Device-to-Device Content Sharing in LTE Networks as a Game. MASS (2015)