Peng Li

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 111

Top Venues

ICC

IEEE Trans. Parallel Distributed Syst.

IEEE Netw.

GLOBECOM

Publications

Peng Li, Song Guo, Lin Cai, Mehrdad Dianati, Nirwan Ansari
Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks - Part II. IEEE J. Sel. Areas Commun. 42 (4) (2024)
Li Lin, Jiapeng Wu, Zhi Zhou, Jin Zhao, Peng Li, Jinbo Xiong
Computing Power Networking Meets Blockchain: A Reputation-Enhanced Trading Framework for Decentralized IoT Cloud Services. IEEE Internet Things J. 11 (10) (2024)
Chunlu Chen, Kevin I-Kai Wang, Peng Li, Kouichi Sakurai
Enhancing Security and Efficiency: A Lightweight Federated Learning Approach. AINA (4) (2024)
Shikun Shen, Yifei Zou, Yuan Yuan, Yanwei Zheng, Peng Li, Xiuzhen Cheng, Dongxiao Yu
Federating to Grow Transformers with Constrained Resources without Model Sharing. CoRR (2024)
Chunlu Chen, Kevin I-Kai Wang, Peng Li, Kouichi Sakurai
A Multi-Head Federated Continual Learning Approach for Improved Flexibility and Robustness in Edge Environments. Int. J. Netw. Comput. 14 (2) (2024)
Fahao Chen, Peng Li, Shengli Pan, Lei Zhong, Jing Deng
Giant Could Be Tiny: Efficient Inference of Giant Models on Resource-Constrained UAVs. IEEE Internet Things J. 11 (12) (2024)
Tao Liu, Peng Li, Zhou Su, Mianxiong Dong
Efficient Inference of Graph Neural Networks Using Local Sensitive Hash. IEEE Trans. Sustain. Comput. 9 (3) (2024)
Haosong Peng, Yufeng Zhan, Peng Li, Yuanqing Xia
Tangram: High-resolution Video Analytics on Serverless Platform with SLO-aware Batching. CoRR (2024)
Peng Li, Song Guo, Lin Cai, Mehrdad Dianati, Nirwan Ansari
Guest Editorial Human-Centric Communication and Networking for Metaverse Over 5G and Beyond Networks - Part I. IEEE J. Sel. Areas Commun. 42 (3) (2024)
Ruirui Zhang, Xingze Wu, Yifei Zou, Zhenzhen Xie, Peng Li, Xiuzhen Cheng, Dongxiao Yu
A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments. CoRR (2024)
Yifei Zou, Shikun Shen, Mengbai Xiao, Peng Li, Dongxiao Yu, Xiuzhen Cheng
Value of Information: A Comprehensive Metric for Client Selection in Federated Edge Learning. IEEE Trans. Computers 73 (4) (2024)
Tianyu Qi, Yufeng Zhan, Peng Li, Yuanqing Xia
Tomtit: Hierarchical Federated Fine-Tuning of Giant Models based on Autonomous Synchronization. INFOCOM (2024)
Chunlu Chen, Kevin I-Kai Wang, Peng Li, Kouichi Sakurai
Flexibility and Privacy: A Multi-Head Federated Continual Learning Framework for Dynamic Edge Environments. candar (2023)
Fahao Chen, Peng Li, Shui Yu
Efficient Giant Graph Unlearning via Push-Pull Tuning. ISPA/BDCloud/SocialCom/SustainCom (2023)
Tao Liu, Peng Li, Yu Gu, Zhou Su
S-Glint: Secure Federated Graph Learning With Traffic Throttling and Flow Scheduling. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Fahao Chen, Peng Li, Deze Zeng, Song Guo
Edge-Assisted Short Video Sharing With Guaranteed Quality-of-Experience. IEEE Trans. Cloud Comput. 11 (1) (2023)
Deze Zeng, Andong Zhu, Lin Gu, Peng Li, Quan Chen, Minyi Guo
Enabling Efficient Spatio-Temporal GPU Sharing for Network Function Virtualization. IEEE Trans. Computers 72 (10) (2023)
Tianyu Qi, Yufeng Zhan, Peng Li, Jingcai Guo, Yuanqing Xia
Arena: A Learning-based Synchronization Scheme for Hierarchical Federated Learning-Technical Report. CoRR (2023)
Xiaofei Luo, Peng Li
LEAF: Let's Efficiently Make Adaptive Forwarding in Payment Channel Networks. IEEE Access 11 (2023)
Tianyu Qi, Yufeng Zhan, Peng Li, Jingcai Guo, Yuanqing Xia
Hwamei: A Learning-Based Synchronization Scheme for Hierarchical Federated Learning. ICDCS (2023)
Chenmin Wang, Peng Li, Xuepeng Fan, Zaiyang Tang, Yulong Zeng, Kouichi Sakurai
Phoenix: A Live Upgradable Blockchain Client. IEEE Trans. Sustain. Comput. 8 (4) (2023)
Boqian Fu, Fahao Chen, Peng Li, Zhou Su
Efficient Scheduling for Multi-Job Federated Learning Systems with Client Sharing. DASC/PiCom/CBDCom/CyberSciTech (2023)
Boqian Fu, Fahao Chen, Peng Li, Deze Zeng
TCB: Accelerating Transformer Inference Services with Request Concatenation. ICPP (2022)
Xiao Liu, Zaiyang Tang, Peng Li, Song Guo, Xuepeng Fan, Jinbo Zhang
A Graph Learning Based Approach for Identity Inference in DApp Platform Blockchain. IEEE Trans. Emerg. Top. Comput. 10 (1) (2022)
Jiahui Yu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo
Efficient Trustworthiness Management for Malicious User Detection in Big Data Collection. IEEE Trans. Big Data 8 (1) (2022)
Yufeng Zhan, Jie Zhang, Zicong Hong, Leijie Wu, Peng Li, Song Guo
A Survey of Incentive Mechanism Design for Federated Learning. IEEE Trans. Emerg. Top. Comput. 10 (2) (2022)
Enting Guo, Peng Li, Shui Yu, Hao Wang
Efficient Video Privacy Protection Against Malicious Face Recognition Models. IEEE Open J. Comput. Soc. 3 (2022)
Yufeng Zhan, Peng Li, Leijie Wu, Song Guo
L4L: Experience-Driven Computational Resource Control in Federated Learning. IEEE Trans. Computers 71 (4) (2022)
Zicong Hong, Song Guo, Peng Li
Scaling Blockchain via Layered Sharding. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Zicong Hong, Song Guo, Rui Zhang, Peng Li, Yufeng Zhan, Wuhui Chen
Cycle: Sustainable Off-Chain Payment Channel Network with Asynchronous Rebalancing. DSN (2022)
Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu
FedGraph: Federated Graph Learning With Intelligent Sampling. IEEE Trans. Parallel Distributed Syst. 33 (8) (2022)
Xiaofei Luo, Peng Li
Learning-Based Off-Chain Transaction Scheduling in Prioritized Payment Channel Networks. IEEE J. Sel. Areas Commun. 40 (12) (2022)
Yufeng Zhan, Peng Li, Song Guo, Zhihao Qu
Incentive Mechanism Design for Federated Learning: Challenges and Opportunities. IEEE Netw. 35 (4) (2021)
Fahao Chen, Peng Li, Toshiaki Miyazaki
In-Network Aggregation for Privacy-Preserving Federated Learning. ICT-DM (2021)
Chao Fang, Changtong Liu, Zhuwei Wang, Yang Sun, Wei Ni, Peng Li, Song Guo
Cache-Assisted Content Delivery in Wireless Networks: A New Game Theoretic Model. IEEE Syst. J. 15 (2) (2021)
Zicong Hong, Song Guo, Peng Li, Wuhui Chen
Pyramid: A Layered Sharding Blockchain System. INFOCOM (2021)
Shengli Pan, Peng Li, Changsheng Yi, Deze Zeng, Ying-Chang Liang, Guangmin Hu
Edge Intelligence Empowered Urban Traffic Monitoring: A Network Tomography Perspective. IEEE Trans. Intell. Transp. Syst. 22 (4) (2021)
Fahao Chen, Peng Li, Toshiaki Miyazaki, Celimuge Wu
FedGraph: Federated Graph Learning with Intelligent Sampling. CoRR (2021)
Qinglin Yang, Xiaofei Luo, Peng Li, Toshiaki Miyazaki, Wenfeng Shen, Weiqin Tong
Cooperation of Mobile Devices for Fast Inference of Deep Learning Applications. Mob. Networks Appl. 26 (3) (2021)
Kagome Naya, Toshiaki Miyazaki, Peng Li
Non-Invasive Monitoring of Respiratory Rate and Respiratory Status during Sleep Using a Passive Radio-Frequency Identification System. IEICE Trans. Inf. Syst. (5) (2021)
Fahao Chen, Peng Li, Celimuge Wu
On-Camera Content Filtering for Real-Time Video Analytics. HPCC/DSS/SmartCity/DependSys (2021)
Qihua Zhou, Song Guo, Zhihao Qu, Peng Li, Li Li, Minyi Guo, Kun Wang
Petrel: Heterogeneity-Aware Distributed Deep Learning Via Hybrid Synchronization. IEEE Trans. Parallel Distributed Syst. 32 (5) (2021)
Yufeng Zhan, Peng Li, Kun Wang, Song Guo, Yuanqing Xia
Big Data Analytics by CrowdLearning: Architecture and Mechanism Design. IEEE Netw. 34 (3) (2020)
Huawei Huang, Peng Li, Song Guo, Weifa Liang, Kun Wang
Near-Optimal Deployment of Service Chains by Exploiting Correlations Between Network Functions. IEEE Trans. Cloud Comput. 8 (2) (2020)
Qihua Zhou, Song Guo, Peng Li, Yanfei Sun, Li Li, Minyi Guo, Kun Wang
Petrel: Community-aware Synchronous Parallel for Heterogeneous Parameter Server. ICDCS (2020)
Li Ding, Biao Han, Xiaoyan Wang, Peng Li, Baosheng Wang
Distributed Intelligence Empowered Data Aggregation and Distribution for Multi-robot Cooperative Communication. INFOCOM Workshops (2020)
Shengli Pan, Peng Li, Deze Zeng, Zhiyong Zhang, Song Guo, Ying-Chang Liang
Learning-Based Network Boolean Tomography for Identifying Congested Links with Correlations. GLOBECOM (2020)
Chenhan Xu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo
Renewable Energy-Aware Big Data Analytics in Geo-Distributed Data Centers with Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 7 (1) (2020)
Enting Guo, Peng Li, Kun Wang, Huibin Feng, Jingyuan Lu, Song Guo
Exploiting Computation Reuse in Cloud-Based Deep Learning via Input Reordering. ICC (2020)
Qichao Xu, Zhou Su, Kuan Zhang, Peng Li
Intelligent Cache Pollution Attacks Detection for Edge Computing Enabled Mobile Social Networks. IEEE Trans. Emerg. Top. Comput. Intell. 4 (3) (2020)
Yu Gu, Yantong Wang, Tao Liu, Yusheng Ji, Zhi Liu, Peng Li, Xiaoyan Wang, Xin An, Fuji Ren
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data. IEEE Trans. Emerg. Top. Comput. Intell. 4 (3) (2020)
Yufeng Zhan, Peng Li, Zhihao Qu, Deze Zeng, Song Guo
A Learning-Based Incentive Mechanism for Federated Learning. IEEE Internet Things J. 7 (7) (2020)
Peng Li, Song Guo, Shui Yu, Weihua Zhuang
Cross-Cloud MapReduce for Big Data. IEEE Trans. Cloud Comput. 8 (2) (2020)
Feng Lu, Jingru Hu, Laurence Tianruo Yang, Zaiyang Tang, Peng Li, Ziqian Shi, Hai Jin
Energy-efficient traffic offloading for mobile users in two-tier heterogeneous wireless networks. Future Gener. Comput. Syst. 105 (2020)
Qinglin Yang, Peng Li
Deep Reinforcement Learning based Energy Scheduling for Edge Computing. SmartCloud (2020)
Peng Li, Xiaofei Luo, Toshiaki Miyazaki, Song Guo
Privacy-preserving Payment Channel Networks using Trusted Execution Environment. ICC (2020)
Muzhou Xiong, Yuepeng Li, Lin Gu, Shengli Pan, Deze Zeng, Peng Li
Reinforcement Learning Empowered IDPS for Vehicular Networks in Edge Computing. IEEE Netw. 34 (3) (2020)
Yuben Qu, Shaojie Tang, Chao Dong, Peng Li, Song Guo, Haipeng Dai, Fan Wu
Posted Pricing for Chance Constrained Robust Crowdsensing. IEEE Trans. Mob. Comput. 19 (1) (2020)
Xiaoyan Wang, Masahiro Umehira, Biao Han, Hao Zhou, Peng Li, Celimuge Wu
An Efficient Privacy Preserving Spectrum Sharing Framework for Internet of Things. IEEE Access 8 (2020)
Zhuwei Wang, Yu Gao, Chao Fang, Lihan Liu, Song Guo, Peng Li
Optimal Connected Cruise Control With Arbitrary Communication Delays. IEEE Syst. J. 14 (2) (2020)
Peng Li, Toshiaki Miyazaki, Wanlei Zhou
Secure Balance Planning of Off-blockchain Payment Channel Networks. INFOCOM (2020)
Yufeng Zhan, Peng Li, Song Guo
Experience-Driven Computational Resource Allocation of Federated Learning by Deep Reinforcement Learning. IPDPS (2020)
Yufeng Zhan, Song Guo, Peng Li, Jiang Zhang
A Deep Reinforcement Learning Based Offloading Game in Edge Computing. IEEE Trans. Computers 69 (6) (2020)
Qihua Zhou, Kun Wang, Peng Li, Deze Zeng, Song Guo, Baoliu Ye, Minyi Guo
Fast Coflow Scheduling via Traffic Compression and Stage Pipelining in Datacenter Networks. IEEE Trans. Computers 68 (12) (2019)
Peng Li, Xing Wu, Wenfeng Shen, Weiqin Tong, Song Guo
Collaboration of Heterogeneous Unmanned Vehicles for Smart Cities. IEEE Netw. 33 (4) (2019)
Qinglin Yang, Xiaofei Luo, Peng Li, Toshiaki Miyazaki, Xiaoyan Wang
Computation offloading for fast CNN inference in edge computing. RACS (2019)
Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Xiaoyan Wang, Song Guo
Joint Workload Scheduling and Energy Management for Green Data Centers Powered by Fuel Cells. IEEE Trans. Green Commun. Netw. 3 (2) (2019)
Song Guo, Zhen Liu, Peng Li
Editorial: Big Data and Cyber-Physical-Social Computing. Mob. Networks Appl. 24 (4) (2019)
Xiaofei Luo, Qinglin Yang, Peng Li, Toshiaki Miyazaki, Xiaoyan Wang
Grouping Strategy for RFID-Based Activity Recognition in Smart Home. iThings/GreenCom/CPSCom/SmartData (2019)
Toshiaki Miyazaki, Kazuya Anazawa, Yasuyuki Maruyama, Seiya Kobayashi, Toku Segawa, Peng Li
Resilient Information Management for Information Sharing in Disaster-Affected Areas Lacking Internet Access. ADHOC-NOW (2019)
Li Lin, Xiaofei Liao, Hai Jin, Peng Li
Computation Offloading Toward Edge Computing. Proc. IEEE 107 (8) (2019)
Jingyuan Lu, Peng Li, Kun Wang, Huibin Feng, Enting Guo, Xiaoyan Wang, Song Guo
Topology-Aware Job Scheduling for Machine Learning Cluster. GLOBECOM (2019)
Yu Gu, Yantong Wang, Tao Liu, Yusheng Ji, Zhi Liu, Peng Li, Xiaoyan Wang, Xin An, Fuji Ren
EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel Data. CoRR (2019)
Kagome Naya, Xiaouan Hu, Toshiaki Miyazaki, Peng Li, Kun Wang
Non-Invasive and Quick Respiratory-Rate Monitoring at Bedtime Using Passive RFIDs. iThings/GreenCom/CPSCom/SmartData (2019)
Yufeng Zhan, Jiang Zhang, Peng Li, Yuanqing Xia
Crowdtraining: Architecture and Incentive Mechanism for Deep Learning Training in the Internet of Things. IEEE Netw. 33 (5) (2019)
Chenhan Xu, Kun Wang, Peng Li, Song Guo, Jiangtao Luo, Baoliu Ye, Minyi Guo
Making Big Data Open in Edges: A Resource-Efficient Blockchain-Based Approach. IEEE Trans. Parallel Distributed Syst. 30 (4) (2019)
Xiaoyan Wang, Masahiro Umehira, Biao Han, Peng Li, Yu Gu, Celimuge Wu
Online Incentive Mechanism for Crowdsourced Radio Environment Map Construction. ICC (2019)
Shengli Pan, Peng Li, Deze Zeng, Song Guo, Guangmin Hu
-Learning Based Framework for Congested Link Identification. IEEE Internet Things J. 6 (6) (2019)
Baohua Liu, Wenfeng Shen, Peng Li, Xin Zhu
Accelerate Mini-batch Machine Learning Training With Dynamic Batch Size Fitting. IJCNN (2019)
Xiaoxuan Hu, Kagome Naya, Peng Li, Toshiaki Miyazaki, Kun Wang, Yanfei Sun
Non-Invasive Sleeping Posture Recognition and Body Movement Detection Based on RFID. iThings/GreenCom/CPSCom/SmartData (2018)
Wei Zhang, Xiaofei Liao, Peng Li, Hai Jin, Li Lin, Bing Bing Zhou
Fine-Grained Scheduling in Cloud Gaming on Heterogeneous CPU-GPU Clusters. IEEE Netw. 32 (1) (2018)
Yu Gu, Tao Liu, Jie Li, Fuji Ren, Zhi Liu, Xiaoyan Wang, Peng Li
EmoSense: Data-Driven Emotion Sensing via Off-the-Shelf WiFi Devices. ICC (2018)
Xiaoxuan Hu, Kun Wang, Xiulong Liu, Yanfei Sun, Peng Li, Song Guo
Energy Management for EV Charging in Software-Defined Green Vehicle-to-Grid Network. IEEE Commun. Mag. 56 (5) (2018)
Xiaoxuan Hu, Peng Li, Kun Wang, Yanfei Sun, Deze Zeng, Song Guo
Energy Management of Data Centers Powered by Fuel Cells and Heterogeneous Energy Storage. ICC (2018)
Chenhan Xu, Kun Wang, Guoliang Xu, Peng Li, Song Guo, Jiangtao Luo
Making Big Data Open in Collaborative Edges: A Blockchain-Based Framework with Reduced Resource Requirements. ICC (2018)
Kazuya Anazawa, Toshiaki Miyazaki, Peng Li
Data Synchronization Method among Isolated Servers Using Mobile Relays. IEICE Trans. Commun. (10) (2018)
Jun Mi, Kun Wang, Peng Li, Song Guo, Yanfei Sun
Software-Defined Green 5G System for Big Data. IEEE Commun. Mag. 56 (11) (2018)
Qihua Zhou, Peng Li, Kun Wang, Deze Zeng, Song Guo, Minyi Guo
Swallow: Joint Online Scheduling and Coflow Compression in Datacenter Networks. IPDPS (2018)
Xiaoyan Wang, Masahiro Umehira, Peng Li, Yu Gu, Yusheng Ji
Incentivizing crowdsourcing for exclusion zone refinement in spectrum sharing system. APCC (2017)
Kazuya Anazawa, Toshiaki Miyazaki, Peng Li, Xiaoyan Wang
Big Data Synchronization among Isolated Data Servers in Disaster. GLOBECOM (2017)
Peng Li, Song Guo, Toshiaki Miyazaki, Xiaofei Liao, Hai Jin, Albert Y. Zomaya, Kun Wang
Traffic-Aware Geo-Distributed Big Data Analytics with Predictable Job Completion Time. IEEE Trans. Parallel Distributed Syst. 28 (6) (2017)
Deze Zeng, Jie Zhang, Lin Gu, Peng Li, Hong Yao
Minimize Coflow Completion Time via Joint Optimization of Flow Scheduling and Processor Placement. GLOBECOM (2017)
Wei Zhang, Xiaofei Liao, Peng Li, Hai Jin, Li Lin
ShareRender: Bypassing GPU Virtualization to Enable Fine-grained Resource Sharing for Cloud Gaming. ACM Multimedia (2017)
Peng Li, Toshiaki Miyazaki, Kun Wang, Song Guo, Weihua Zhuang
Vehicle-Assist Resilient Information and Network System for Disaster Management. IEEE Trans. Emerg. Top. Comput. 5 (3) (2017)
Huawei Huang, Song Guo, Peng Li, Toshiaki Miyazaki
Stochastic Analysis on the Deactivation-Controlled Epidemic Routing in DTNs with Multiple Sinks. Ad Hoc Sens. Wirel. Networks 38 (1-4) (2017)
Zaiyang Tang, Peng Li, Song Guo, Xiaofei Liao, Hai Jin, Daqing Zhang
Selective Traffic Offloading on the Fly: A Machine Learning Approach. ICDCS (2017)
Junbo Wang, Song Guo, Zixue Cheng, Peng Li, Jie Wu
Optimization of Deployable Base Stations With Guaranteed QoE in Disaster Scenarios. IEEE Trans. Veh. Technol. 66 (7) (2017)
Xiaoyan Wang, Masahiro Umehira, Peng Li, Yu Gu, Yusheng Ji
Fine-Grained Incentive Mechanism for Sensing Augmented Spectrum Database. GLOBECOM (2017)
Kun Wang, Xiaoxuan Hu, Huining Li, Peng Li, Deze Zeng, Song Guo
A Survey on Energy Internet Communications for Sustainability. IEEE Trans. Sustain. Comput. 2 (3) (2017)
Peng Li, Toshiaki Miyazaki, Song Guo
Traffic-aware task placement with guaranteed job completion time for geo-distributed big data. ICC (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peng Li