Zongpeng Li

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 153

Top Venues

CoRR

INFOCOM

IEEE J. Sel. Areas Commun.

Comput. Networks

Publications

Junmei Chen, Zongpeng Li, Ruiting Zhou, Lina Su, Ne Wang
Advanced Elastic Reed-Solomon Codes for Erasure-Coded Key-Value Stores. IEEE Internet Things J. 11 (3) (2024)
Bohan Mao, Qian Cheng, Li Chen, Fuyi Duan, Xiaoxiao Sun, Yafeng Li, Zongpeng Li, Weiguang Zhai, Fan Ding, Hao Li, Zhen Chen
Multi-random ensemble on Partial Least Squares regression to predict wheat yield and its losses across water and nitrogen stress with hyperspectral remote sensing. Comput. Electron. Agric. 222 (2024)
Xianglong Li, Kaiwei Mo, Yeqiao Hou, Zongpeng Li, Hong Xu, Chun Jason Xue
An auction approach to aircraft bandwidth scheduling in non-terrestrial networks. Comput. Networks 247 (2024)
Zongpeng Li, Qian Cheng, Li Chen, Bo Zhang, Shuzhe Guo, Xinguo Zhou, Zhen Chen
Predicting Winter Wheat Yield with Dual-Year Spectral Fusion, Bayesian Wisdom, and Cross-Environmental Validation. Remote. Sens. 16 (12) (2024)
Ying Zheng, Lei Jiao, Han Yang, Lulu Chen, Ying Liu, Yuxiao Wang, Yuedong Xu, Xin Wang, Zongpeng Li
Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks. ICPP (2024)
Lina Su, Ruiting Zhou, Ne Wang, Junmei Chen, Zongpeng Li
Low-Latency Hierarchical Federated Learning in Wireless Edge Networks. IEEE Internet Things J. 11 (4) (2024)
Yafei Wang, Lina Su, Junmei Chen, Ne Wang, Zongpeng Li
Adaptive Pricing and Online Scheduling for Distributed Machine Learning Jobs. IEEE Internet Things J. 11 (7) (2024)
Guang Fang, Ruiting Zhou, Xianglong Li, Zongpeng Li
A Cross-Edge Offloading Framework for Green MEC Systems. IEEE Trans. Consumer Electron. 70 (1) (2024)
Chao Xu, Jessie Hui Wang, Rui Li, Zongpeng Li, Hao Wu, Jilong Wang
An Efficient FEC Scheme with SLA Consideration for Low Latency Transmissions. NOMS (2024)
Jialai Wang, Chao Zhang, Longfei Chen, Yi Rong, Yuxiao Wu, Hao Wang, Wende Tan, Qi Li, Zongpeng Li
Improving ML-based Binary Function Similarity Detection by Assessing and Deprioritizing Control Flow Graph Features. USENIX Security Symposium (2024)
Junmei Chen, Zongpeng Li, Qifu Tyler Sun, Ne Wang, Lina Su
Boosting Correlated Failure Repair in SSD Data Centers. IEEE Internet Things J. 11 (8) (2024)
Qianyu Zhang, Bolun Zheng, Zongpeng Li, Yu Liu, Zunjie Zhu, Gregory G. Slabaugh, Shanxin Yuan
Non-local degradation modeling for spatially adaptive single image super-resolution. Neural Networks 175 (2024)
Qianyu Zhang, Bolun Zheng, Xinying Chen, Quan Chen, Zhunjie Zhu, Canjin Wang, Zongpeng Li, Chengang Yan
Hierarchical Frequency-based Upsampling and Refining for Compressed Video Quality Enhancement. CoRR (2024)
Lin Sun, Yeqiao Hou, Zongpeng Li
Explicit Assignment and Dynamic Pricing of Macro Online Tasks in Spatial Crowdsourcing. DASFAA (1) (2023)
Lina Su, Zongpeng Li
Incentive-driven long-term optimization for hierarchical federated learning. Comput. Networks 234 (2023)
Zongpeng Li, Xinguo Zhou, Qian Cheng, Shuaipeng Fei, Zhen Chen
A Machine-Learning Model Based on the Fusion of Spectral and Textural Features from UAV Multi-Sensors to Analyse the Total Nitrogen Content in Winter Wheat. Remote. Sens. 15 (8) (2023)
Ruiting Zhou, Jinlong Pang, Qin Zhang, Chuan Wu, Lei Jiao, Yi Zhong, Zongpeng Li
Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs. IEEE Trans. Cloud Comput. 11 (2) (2023)
Qifu Tyler Sun, Sheng Jin, Zhe Zhai, Hao Wei, Zongpeng Li
A Unified Framework of Array Codes Based on Vector Linear Network Coding. ICCC (2023)
Jialai Wang, Wenjie Qu, Yi Rong, Han Qiu, Qi Li, Zongpeng Li, Chao Zhang
MPass: Bypassing Learning-based Static Malware Detectors. DAC (2023)
Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. CoRR (2023)
Weiguang Zhai, Changchun Li, Qian Cheng, Bohan Mao, Zongpeng Li, Yafeng Li, Fan Ding, Siqing Qin, Shuaipeng Fei, Zhen Chen
Enhancing Wheat Above-Ground Biomass Estimation Using UAV RGB Images and Machine Learning: Multi-Feature Combinations, Flight Height, and Algorithm Implications. Remote. Sens. 15 (14) (2023)
Ne Wang, Ruiting Zhou, Ling Han, Hao Chen, Zongpeng Li
Online Scheduling of Distributed Machine Learning Jobs for Incentivizing Sharing in Multi-Tenant Systems. IEEE Trans. Computers 72 (3) (2023)
Ruiting Zhou, Xueying Zhang, John C. S. Lui, Zongpeng Li
Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach. IEEE J. Sel. Areas Commun. 41 (4) (2023)
Hanqi Tang, Qifu Tyler Sun, Lunan Gao, Xiangyu Chen, Zongpeng Li
) memory MDS sliding window codes over embedded fields. Finite Fields Their Appl. 89 (2023)
Junmei Chen, Zongpeng Li, Guang Fang, Yeqiao Hou, Xianglong Li
A comprehensive repair scheme for distributed storage systems. Comput. Networks 235 (2023)
Sichun Luo, Bowei He, Haohan Zhao, Yinya Huang, Aojun Zhou, Zongpeng Li, Yuanzhang Xiao, Mingjie Zhan, Linqi Song
RecRanker: Instruction Tuning Large Language Model as Ranker for Top-k Recommendation. CoRR (2023)
Jialai Wang, Ziyuan Zhang, Meiqi Wang, Han Qiu, Tianwei Zhang, Qi Li, Zongpeng Li, Tao Wei, Chao Zhang
Aegis: Mitigating Targeted Bit-flip Attacks against Deep Neural Networks. USENIX Security Symposium (2023)
Lina Su, Ne Wang, Ruiting Zhou, Zongpeng Li
Dynamic service placement and request scheduling for edge networks. Comput. Networks 213 (2022)
Qiang Wang, Xinxin Mei, Hai Liu, Yiu-Wing Leung, Zongpeng Li, Xiaowen Chu
Energy-Aware Non-Preemptive Task Scheduling With Deadline Constraint in DVFS-Enabled Heterogeneous Clusters. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Ne Wang, Ruiting Zhou, Lei Jiao, Renli Zhang, Bo Li, Zongpeng Li
Preemptive Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Ruiting Zhou, Xueying Zhang, Shixin Qin, John C. S. Lui, Zhi Zhou, Hao Huang, Zongpeng Li
Online Task Offloading for 5G Small Cell Networks. IEEE Trans. Mob. Comput. 21 (6) (2022)
Ne Wang, Ruiting Zhou, Lina Su, Guang Fang, Zongpeng Li
Adaptive Clustered Federated Learning for Clients with Time-Varying Interests. IWQoS (2022)
Lina Su, Ruiting Zhou, Ne Wang, Guang Fang, Zongpeng Li
An Online Learning Approach for Client Selection in Federated Edge Learning under Budget Constraint. ICPP (2022)
Junmei Chen, Hao Chen, Zongpeng Li
A double serial concatenated code using CRC-aided error correction for highly reliable communication. Comput. Networks 216 (2022)
Jialai Wang, Han Qiu, Yi Rong, Hengkai Ye, Qi Li, Zongpeng Li, Chao Zhang
BET: black-box efficient testing for convolutional neural networks. ISSTA (2022)
Lina Su, Ruiting Zhou, Ne Wang, Junmei Chen, Zongpeng Li
Multi-agent Multi-armed Bandit Learning for Content Caching in Edge Networks. ICWS (2022)
Hanqi Tang, Ruobin Zheng, Zongpeng Li, Keping Long, Qifu Sun
Scalable Network Coding for Heterogeneous Devices over Embedded Fields. Entropy 24 (11) (2022)
Rina Su, Qifu Tyler Sun, Zhongshan Zhang, Zongpeng Li
Completion Delay of Random Linear Network Coding in Full-Duplex Relay Networks. IEEE Trans. Commun. 70 (12) (2022)
Junmei Chen, Hao Chen, Zongpeng Li
Iterative Soft Decoding of Single Parity Check Convolutional Concatenated Code. LCN (2021)
Lina Su, Ne Wang, Ruiting Zhou, Zongpeng Li
Online Service Placement and Request Scheduling in MEC Networks. CoRR (2021)
Wenyan Liu, Zongpeng Li, Yufan Wang, Daiyuan Song, Ning Ji, Lisheng Xu, Tiemin Mei, Yingxian Sun, Stephen E. Greenwald
Aortic pressure waveform reconstruction using a multi-channel Newton blind system identification algorithm. Comput. Biol. Medicine 135 (2021)
Ruiting Zhou, Jinlong Pang, Zhibo Wang, John C. S. Lui, Zongpeng Li
A Truthful Procurement Auction for Incentivizing Heterogeneous Clients in Federated Learning. ICDCS (2021)
Hanqi Tang, Ruobin Zheng, Zongpeng Li, Qifu Tyler Sun
Scalable Network Coding over Embedded Fields. ICCC (2021)
Xiangyu Chen, Zongpeng Li, Qifu Tyler Sun
Systematic Memory MDS Sliding Window Codes Over Erasure Channels. IEEE Trans. Commun. 69 (3) (2021)
Ting Gan, Keqi Han, Hao Huang, Shi Ying, Yunjun Gao, Zongpeng Li
Diffusion Network Inference from Partial Observations. AAAI (2021)
Li Yu, Zongpeng Li, Jiangchuan Liu, Ruiting Zhou
Online and energy-efficient task-processing for distributed edge networks. Comput. Networks 193 (2021)
Xinxin Mei, Qiang Wang, Xiaowen Chu, Hai Liu, Yiu-Wing Leung, Zongpeng Li
Energy-aware Task Scheduling with Deadline Constraint in DVFS-enabled Heterogeneous Clusters. CoRR (2021)
Xing-Bo Pan, Gang Xu, Zongpeng Li, Xiu-Bo Chen, Yi-Xian Yang
Quantum network coding without loss of information. Quantum Inf. Process. 20 (2) (2021)
Xiaoxi Zhang, Zhiyi Huang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
Dynamic VM Scaling: Provisioning and Pricing through an Online Auction. IEEE Trans. Cloud Comput. 9 (1) (2021)
Zhe Zhang, Chuan Wu, Zongpeng Li
Near-Optimal Topology-adaptive Parameter Synchronization in Distributed DNN Training. INFOCOM (2021)
Li Yu, Zongpeng Li, Jiangchuan Liu, Ruiting Zhou
Resources Sharing in 5G Networks: Learning-Enabled Incentives and Coalitional Games. IEEE Syst. J. 15 (1) (2021)
Yuhang Deng, Hao Huang, Xu Chen, Zuopeng Liu, Sai Wu, Jifeng Xuan, Zongpeng Li
From Code to Natural Language: Type-Aware Sketch-Based Seq2Seq Learning. DASFAA (1) (2020)
Jing Wang, Huyin Zhang, Xing Tang, Zongpeng Li
Delay-tolerant routing and message scheduling for CR-VANETs. Future Gener. Comput. Syst. 110 (2020)
Zhi Zhou, Fangming Liu, Shutong Chen, Zongpeng Li
A Truthful and Efficient Incentive Mechanism for Demand Response in Green Datacenters. IEEE Trans. Parallel Distributed Syst. 31 (1) (2020)
Yinghui Sai, Xiaotong Li, Ruiting Zhou, Zongpeng Li
An efficient online auction for resource leasing in cloud radio access networks. Comput. Networks 177 (2020)
Zhaoyan Song, Ruiting Zhou, Shihan Zhao, Shixin Qin, John C. S. Lui, Zongpeng Li
Edge Emergency Demand Response Control via Scheduling in Cloudlet Cluster. INFOCOM Workshops (2020)
Xiaotong Li, Ruiting Zhou, Ying-Jun Angela Zhang, Lei Jiao, Zongpeng Li
Smart vehicular communication via 5G mmWaves. Comput. Networks 172 (2020)
Zhaoyan Song, Ruiting Zhou, Shihan Zhao, Shixin Qin, John C. S. Lui, Zongpeng Li
Emergency demand response in edge computing. EURASIP J. Wirel. Commun. Netw. 2020 (1) (2020)
Xiaoxi Zhang, Chuan Wu, Zongpeng Li, Francis C. M. Lau
A Truthful $(1-\epsilon)$(1-ε)-Optimal Mechanism for On-Demand Cloud Resource Provisioning. IEEE Trans. Cloud Comput. 8 (3) (2020)
Qin Zhang, Ruiting Zhou, Chuan Wu, Lei Jiao, Zongpeng Li
Online scheduling of heterogeneous distributed machine learning jobs. MobiHoc (2020)
Ping Zhao, Wuwu Liu, Guanglin Zhang, Zongpeng Li, Lin Wang
Preserving Privacy in WiFi Localization With Plausible Dummy Locations. IEEE Trans. Veh. Technol. 69 (10) (2020)
Shuibing He, Yanlong Yin, Xian-He Sun, Xuechen Zhang, Zongpeng Li
Optimizing Parallel I/O Accesses through Pattern-Directed and Layout-Aware Replication. IEEE Trans. Computers 69 (2) (2020)
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull
Perceptual Generative Autoencoders. ICML (2020)
Xiaotong Li, Ruiting Zhou, Lei Jiao, Chuan Wu, Yuhang Deng, Zongpeng Li
Online Placement and Scaling of Geo-Distributed Machine Learning Jobs via Volume-Discounting Brokerage. IEEE Trans. Parallel Distributed Syst. 31 (4) (2020)
Li Yu, Zongpeng Li, Yucun Zhong, Zhenzhou Ji, Jiangchuan Liu
When QoE meets learning: A distributed traffic-processing framework for elastic resource provisioning in HetNets. Comput. Networks 167 (2020)
Xueying Zhang, Ruiting Zhou, John C. S. Lui, Zongpeng Li
Dynamic Pricing and Placement for Distributed Machine Learning Jobs. BigCom (2020)
Xueying Zhang, Ruiting Zhou, Zhi Zhou, John C. S. Lui, Zongpeng Li
An Online Learning-Based Task Offloading Framework for 5G Small Cell Networks. ICPP (2020)
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull
Perceptual Generative Autoencoders. DGS@ICLR (2019)
Hanqi Tang, Qifu Tyler Sun, Zongpeng Li, Xiaolong Yang, Keping Long
Circular-Shift Linear Network Coding. IEEE Trans. Inf. Theory 65 (1) (2019)
Xingwang Wang, Xiaohui Wei, Shang Gao, Yuanyuan Liu, Zongpeng Li
A Novel Auction-Based Query Pricing Schema. Int. J. Parallel Program. 47 (4) (2019)
Ziyue Luo, Chuan Wu, Zongpeng Li, Wei Zhou
Scaling Geo-Distributed Network Function Chains: A Prediction and Learning Framework. IEEE J. Sel. Areas Commun. 37 (8) (2019)
Wenyan Liu, Zongpeng Li, Yang Yao, Shuran Zhou, Yuelan Zhang, Lisheng Xu
Aortic Pressure Waveforms Reconstruction Using Simplified Kalman Filter. CinC (2019)
Ruiting Zhou, Zongpeng Li, Chuan Wu
An Efficient Online Placement Scheme for Cloud Container Clusters. IEEE J. Sel. Areas Commun. 37 (5) (2019)
Qifu Tyler Sun, Hanqi Tang, Zongpeng Li, Xiaolong Yang, Keping Long
Circular-Shift Linear Network Codes With Arbitrary Odd Block Lengths. IEEE Trans. Commun. 67 (4) (2019)
Lei Deng, Yinghui He, Ying Zhang, Minghua Chen, Zongpeng Li, Jack Y. B. Lee, Ying Jun Zhang, Lingyang Song
Device-to-Device Load Balancing for Cellular Networks. IEEE Trans. Commun. 67 (4) (2019)
Zijun Zhang, Ruixiang Zhang, Zongpeng Li, Yoshua Bengio, Liam Paull
Perceptual Generative Autoencoders. CoRR (2019)
Xiaotong Li, Ruiting Zhou, Zongpeng Li
Cooperative offloading of tasks with deadlines in mobile cloud computing. ACM TUR-C (2019)
Guanglin Zhang, Zhirong Shen, Zongpeng Li, Lin Wang
Energy Scheduling for Networked Microgrids With Co-Generation and Energy Storage. IEEE Internet Things J. 6 (5) (2019)
Yu He, Lin Ma, Ruiting Zhou, Chuanhe Huang, Zongpeng Li
Online task allocation in mobile cloud computing with budget constraints. Comput. Networks 151 (2019)
Qifu Tyler Sun, Hanqi Tang, Zongpeng Li, Xiaolong Yang, Keping Long
Circular-shift Linear Network Codes with Arbitrary Odd Block Lengths. ITW (2018)
Shutong Chen, Zhi Zhou, Fangming Liu, Zongpeng Li, Shaolei Ren
CloudHeat: An Efficient Online Market Mechanism for Datacenter Heat Harvesting. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (3) (2018)
Yixin Bao, Yanghua Peng, Chuan Wu, Zongpeng Li
Online Job Scheduling in Distributed Machine Learning Clusters. CoRR (2018)
Zijun Zhang, Yining Zhang, Zongpeng Li
Removing the Feature Correlation Effect of Multiplicative Noise. CoRR (2018)
Yipei Niu, Fangming Liu, Zongpeng Li
Load Balancing Across Microservices. INFOCOM (2018)
Qifu Tyler Sun, Hanqi Tang, Zongpeng Li, Xiaolong Yang, Keping Long
Circular-shift Linear Network Codes with Arbitrary Odd Block Lengths. CoRR (2018)
Weijie Shi, Chuan Wu, Zongpeng Li
A Shapley-Value Mechanism for Bandwidth On Demand between Datacenters. IEEE Trans. Cloud Comput. 6 (1) (2018)
Zijun Zhang, Yining Zhang, Zongpeng Li
Removing the Feature Correlation Effect of Multiplicative Noise. NeurIPS (2018)
Ruiting Zhou, Zongpeng Li, Chuan Wu
An Online Emergency Demand Response Mechanism for Cloud Computing. ACM Trans. Model. Perform. Evaluation Comput. Syst. 3 (1) (2018)
Rui Zhu, Di Niu, Zongpeng Li
Asynchronous Stochastic Proximal Methods for Nonconvex Nonsmooth Optimization. CoRR (2018)
Lin Ma, Ruiting Zhou, Zongpeng Li
Batch Auction Design For Cloud Container Services. CoRR (2018)
Ruiting Zhou, Zongpeng Li, Chuan Wu
A Truthful Online Mechanism for Location-Aware Tasks in Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 17 (8) (2018)
Yongzheng Jia, Chuan Wu, Zongpeng Li, Franck Le, Alex X. Liu
Online Scaling of NFV Service Chains Across Geo-Distributed Datacenters. IEEE/ACM Trans. Netw. 26 (2) (2018)
Rui Zhu, Di Niu, Zongpeng Li
A Block-wise, Asynchronous and Distributed ADMM Algorithm for General Form Consensus Optimization. CoRR (2018)
Ziyue Luo, Zongpeng Li, Chuan Wu
Online Cloud Resource Allocation and Pricing with Server Speed Scaling. ICC (2018)
Xiaoxi Zhang, Chuan Wu, Zhiyi Huang, Zongpeng Li
Occupation-Oblivious Pricing of Cloud Jobs via Online Learning. INFOCOM (2018)
Shaojie Wen, Chuanhe Huang, Xi Chen, Jianhua Ma, Naixue Xiong, Zongpeng Li
Energy-efficient and delay-aware distributed routing with cooperative transmission for Internet of Things. J. Parallel Distributed Comput. 118 (Part) (2018)
Yixin Bao, Yanghua Peng, Chuan Wu, Zongpeng Li
Online Job Scheduling in Distributed Machine Learning Clusters. INFOCOM (2018)
Ruiting Zhou, Zongpeng Li, Chuan Wu
Scheduling Frameworks for Cloud Container Services. IEEE/ACM Trans. Netw. 26 (1) (2018)
Xunrui Yin, Zongpeng Li, Yaduo Liu, Xin Wang
A Reduction Approach to the Multiple-Unicast Conjecture in Network Coding. IEEE Trans. Inf. Theory 64 (6) (2018)
Linquan Zhang, Zongpeng Li, Chuan Wu
An Auction Approach to Spectrum Management in HetNets. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zongpeng Li