Lei Liu

According to our database, Lei Liu authored at least 87 papers between 2014 and 2024.

Collaborative distances:

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

2024

EV-Tach: A Handheld Rotational Speed Estimation System With Event Camera.

Guangrong Zhao, Yiran Shen, Ning Chen, Pengfei Hu, Lei Liu, Hongkai Wen

IEEE Trans. Mob. Comput., June, 2024

BadLabel: A Robust Perspective on Evaluating and Enhancing Label-Noise Learning.

Jingfeng Zhang, Bo Song, Haohan Wang, Bo Han, Tongliang Liu, Lei Liu, Masashi Sugiyama

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Performance Evaluation of Self-Similar GPS Scheduling: A Knowledge-Driven Dual-Task Deep Learning Approach.

Ran Zhang, Ning Liu, Lei Liu, Mianxiong Dong, Kaoru Ota, Zhongmin Yan

IEEE Trans. Cogn. Commun. Netw., April, 2024

Proactive Auto-Scaling for Delay-Sensitive IoT Applications Over Edge Clouds.

Weimeng Wang, Lei Liu, Zhongmin Yan

IEEE Internet Things J., March, 2024

Power Demand Reshaping Using Energy Storage for Distributed Edge Clouds.

Dongyu Zheng, Lei Liu, Guoming Tang, Yi Wang, Weichao Li

IEEE Trans. Parallel Distributed Syst., February, 2024

Learning a robust foundation model against clean-label data poisoning attacks at downstream tasks.

Ting Zhou, Hanshu Yan, Bo Han, Lei Liu, Jingfeng Zhang

Neural Networks, January, 2024

IoV environment exploring coordination: A federated learning approach.

Tong Ding, Lei Liu, Yi Zhu, Lizhen Cui, Zhongmin Yan

Digit. Commun. Networks, 2024

RobFL: Robust Federated Learning via Feature Center Separation and Malicious Center Detection.

Ting Zhou, Ning Liu, Bo Song, Hongtao Lv, Deke Guo, Lei Liu

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

LAMRec: Label-aware Multi-view Drug Recommendation.

Yunsen Tang, Ning Liu, Haitao Yuan, Yonghe Yan, Lei Liu, Weixing Tan, Lizhen Cui

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Towards Efficient Auction Design with ROI Constraints.

Xinyu Tang, Hongtao Lv, Yingjie Gao, Fan Wu, Lei Liu, Lizhen Cui

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Modeling Long- and Short-Term User Preferences via Self-Supervised Learning for Next POI Recommendation.

Shaowei Jiang, Wei He, Lizhen Cui, Yonghui Xu, Lei Liu

ACM Trans. Knowl. Discov. Data, November, 2023

A Diversified Attention Model for Interpretable Multiple Clusterings.

Liang-Rui Ren, Guoxian Yu, Jun Wang, Lei Liu, Carlotta Domeniconi, Xiangliang Zhang

IEEE Trans. Knowl. Data Eng., September, 2023

A fixed point analysis of multiple information coevolution spreading on social networks.

Hongbo Sun, Yingna Ren, Hong Zhao, Guoxin Ma, Yuqian Duan, Lei Liu, Zhong Wang, Li Li, Aoqiang Xing

Inf. Sci., August, 2023

Few-shot partial multi-label learning via prototype rectification.

Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Carlotta Domeniconi, Xiayan Zhang, Lizhen Cui

Knowl. Inf. Syst., April, 2023

Assessing Vulnerabilities of Adversarial Learning Algorithm through Poisoning Attacks.

Jingfeng Zhang, Bo Song, Bo Han, Lei Liu, Gang Niu, Masashi Sugiyama

CoRR, 2023

An reinforcement learning approach for allocating software resources.

Xiaojing Yin, Jiwei Huang, Lei Liu, Wei He, Lizhen Cui

Concurr. Comput. Pract. Exp., 2023

Crowdsourcing-based Model Testing in Federated Learning.

Yunpeng Yi, Hongtao Lv, Tie Luo, Junfeng Yang, Lei Liu, Lizhen Cui

Proceedings of the 22nd IEEE International Conference on Trust, 2023

A Surface Defect Detection Method based on Information Entropy.

Guoqing Zhang, Hongbo Sun, Xin Liu, Lei Liu

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

UAV Enabled Sustainable IoT Network with OTPDRL.

Tiantian Wang, Lei Liu, Hongbo Sun, Jia Hu

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

A Machine Vision-based Deep Learning Method in Hemodialysis Filter Defects Detection.

Xin Liu, Hongbo Sun, Guoqing Zhang, Lei Liu

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

Utility Maximizer or Value Maximizer: Mechanism Design for Mixed Bidders in Online Advertising.

Hongtao Lv, Zhilin Zhang, Zhenzhe Zheng, Jinghan Liu, Chuan Yu, Lei Liu, Lizhen Cui, Fan Wu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

An Efficient Reinforcement Learning Game Framework for UAV-Enabled Wireless Sensor Network Data Collection.

Tong Ding, Ning Liu, Zhongmin Yan, Lei Liu, Li-zhen Cui

J. Comput. Sci. Technol., 2022

CK-Encoder: Enhanced Language Representation for Sentence Similarity.

Tao Jiang, Fengjian Kang, Wei Guo, Wei He, Lei Liu, Xudong Lu, Yonghui Xu, Lizhen Cui

Int. J. Crowd Sci., 2022

Joint Attention Networks with Inherent and Contextual Preference-Awareness for Successive POI Recommendation.

Haiting Zhong, Wei He, Lizhen Cui, Lei Liu, Zhongmin Yan, Kun Zhao

Data Sci. Eng., 2022

High Speed Rotation Estimation with Dynamic Vision Sensors.

Guangrong Zhao, Yiran Shen, Ning Chen, Pengfei Hu, Lei Liu, Hongkai Wen

CoRR, 2022

Tree sketch: An accurate and memory-efficient sketch for network-wide measurement.

Lei Liu, Tong Ding, Hui Feng, Zhongmin Yan, Xudong Lu

Comput. Commun., 2022

Optimized Sustainable Strategy in Aerial Terrestrial IoT Network.

Tiantian Wang, Lei Liu, Tong Ding

Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

Is it fair? Resource allocation for differentiated services on demands.

Ran Zhang, Ning Liu, Lei Liu, Wei Zhang, Haitao Yuan, Mianxiong Dong, Lizhen Cui

Proceedings of the IEEE International Conference on Web Services, 2022

Combining User Inherent and Contextual Preferences for Online Recommendation in Location-Based Services.

Haiting Zhong, Wei He, Lizhen Cui, Lei Liu

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Research on Active Detection Method of Network Congestion.

Ran Zhang, Jian Zhang, Lei Liu, Zhongmin Yan, Mianxiong Dong

Proceedings of the IEEE Global Communications Conference, 2022

2021

MetaMIML: Meta Multi-Instance Multi-Label Learning.

Yuanlin Yang, Guoxian Yu, Jun Wang, Lei Liu, Carlotta Domeniconi, Maozu Guo

CoRR, 2021

Cross-modal Zero-shot Hashing by Label Attributes Embedding.

Runmin Wang, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang

CoRR, 2021

Open-Set Crowdsourcing using Multiple-Source Transfer Learning.

Guangyang Han, Guoxian Yu, Lei Liu, Lizhen Cui, Carlotta Domeniconi, Xiangliang Zhang

CoRR, 2021

The Algorithm of Multi-source to Multi-sink Traffic scheduling.

Yang Liu, Lei Liu, Zhongmin Yan, Jia Hu

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Few-Shot Partial-Label Learning.

Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Lizhen Cui, Carlotta Domeniconi

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Few-Shot Partial Multi-Label Learning.

Yunfeng Zhao, Guoxian Yu, Lei Liu, Zhongmin Yan, Carlotta Domeniconi, Lizhen Cui

Proceedings of the IEEE International Conference on Data Mining, 2021

Personality Traits Prediction Based on Sparse Digital Footprints via Discriminative Matrix Factorization.

Shipeng Wang, Daokun Zhang, Lizhen Cui, Xudong Lu, Lei Liu, Qingzhong Li

Proceedings of the Database Systems for Advanced Applications, 2021

Multi-modal Information Fusion-powered Regional Covid-19 Epidemic Forecasting.

Honglu Zhang, Yonghui Xu, Lei Liu, Xudong Lu, Xijie Lin, Zhongmin Yan, Lizhen Cui, Chunyan Miao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

AdaptScale: An adaptive data scaling controller for improving the multiple performance requirements in Clouds.

Yuliang Shi, Mianxiong Dong, Wenbin Zhang, Lei Liu, Yongqing Zheng, Lizhen Cui, Junhua Zhang

Future Gener. Comput. Syst., 2020

Encrypted Network Traffic Classification: A data driven approach.

Zhongkai Zhang, Lei Liu, Xudong Lu, Zhongmin Yan, Hui Li

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Multi-interest Aware Recommendation in CrowdIntell Network.

Yixin Zhang, Wei He, Lizhen Cui, Lei Liu, Zhongmin Yan

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Performance Modeling of a General GPS Scheduling Under Long Range Dependent Traffic.

Ran Zhang, Lei Liu, Xudong Lu, Zhongmin Yan, Hui Li

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Task Assignment with Consensus Decision for Spatial Crowdsouring.

Xiaomeng Lian, Wei He, Lizhen Cui, Hui Li, Lei Liu

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

An Iterative Feedback Mechanism for Auto-Optimizing Software Resource Allocation in Multi-Tier Web Systems.

Xiaojing Yin, Jiwei Huang, Lei Liu, Wei He, Lizhen Cui

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Personality Traits Prediction Based on Users' Digital Footprints in Social Networks via Attention RNN.

Shipeng Wang, Lizhen Cui, Lei Liu, Xudong Lu, Qingzhong Li

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

Validation of Distributed SDN Control Plane Under Uncertain Failures.

Junjie Xie, Deke Guo, Chen Qian, Lei Liu, Bangbang Ren, Honghui Chen

IEEE/ACM Trans. Netw., 2019

Power Rationing for Tradeoff Between Energy Consumption and Profit in Multimedia Heterogeneous Networks.

Lei Liu, Song Xu, Lizhen Cui, Geyong Min, Haozhe Wang

IEEE J. Sel. Areas Commun., 2019

Projecting real world into CrowdIntell network: a methodology.

Shipeng Wang, Lizhen Cui, Lei Liu, Xudong Lu, Qingzhong Li

Int. J. Crowd Sci., 2019

Bridges the crowd: rim chain framework.

Pengze Li, Ran Zhang, Lei Liu, Lizhen Cui, Qingzhong Li, Guangpeng Zhou

Int. J. Crowd Sci., 2019

Balancing of the quality-of-service, energy and revenue of base stations in wireless networks via tullock contests.

Lei Liu, Song Xu, Jia Hu, Lizhen Cui, Geyong Min

Proceedings of the International Symposium on Quality of Service, 2019

Promoting Higher Revenues for Both Crowdsourcer and Crowds in Crowdsourcing via Contest.

Song Xu, Lei Liu, Lizhen Cui, Qingzhong Li, Zhongmin Yan

Proceedings of the 2019 IEEE International Conference on Web Services, 2019

2018

Data Driven Congestion Trends Prediction of Urban Transportation.

Rui Jia, Pengcheng Jiang, Lei Liu, Lizhen Cui, Yuliang Shi

IEEE Internet Things J., 2018

Performance measurement of data flow processing employing software defined architecture.

Lei Liu, Yongjian Ren, Lizhen Cui, Yuliang Shi, Qingzhong Li

Future Gener. Comput. Syst., 2018

Spatial Crowdsourcing Task Assignment Based on the Quality of Workers.

Yun Jiang, Lizhen Cui, Yiming Cao, Lei Liu, Wei He, Li Pan, Yongqing Zheng, Qingzhong Li

Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018

Answer Aggregation of Crowdsourcing Employing an Improved EM-Based Approach.

Ran Zhang, Lei Liu, Lizhen Cui, Wei He, Hui Li

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Rim Chain: Bridge the Provision and Demand Among the Crowd.

Pengze Li, Lei Liu, Lizhen Cui, Qingzhong Li, Yongqing Zheng, Guangpeng Zhou

Proceedings of the Algorithms and Architectures for Parallel Processing, 2018

Resource Scheduling for Energy-Efficient in Cloud-Computing Data Centers.

Song Xu, Lei Liu, Lizhen Cui, Xiujuan Chang, Hui Li

Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Fraud Detection of Medical Insurance Employing Outlier Analysis.

Jinfeng Peng, Qingzhong Li, Hui Li, Lei Liu, Zhongmin Yan, Shidong Zhang

Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

2017

Complex crowdsourcing task allocation strategies employing supervised and reinforcement learning.

Lizhen Cui, Xudong Zhao, Lei Liu, Han Yu, Yuan Miao

Int. J. Crowd Sci., 2017

A trustworthy and energy-aware routing protocol in software-defined wireless mesh networks.

Hui Lin, Jia Hu, Li Xu, Youliang Tian, Lei Liu, Stewart Blakeway

Comput. Electr. Eng., 2017

QoS evaluation of prioritized data plane service employing queueing model.

Yongjian Ren, Lei Liu, Lizhen Cui, Yuliang Shi, Dongyu Zheng

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

Congestion Prediction of Urban Traffic Employing SRBDP.

Pengcheng Jiang, Lei Liu, Lizhen Cui, Hui Li, Yuliang Shi

Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Real-Time Soft Resource Allocation in Multi-Tier Web Service Systems.

Xudong Zhao, Jiwei Huang, Lei Liu, Yuliang Shi, Shijun Liu, Calton Pu, Lizhen Cui

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Automated Performance Evaluation for Multi-tier Cloud Service Systems Subject to Mixed Workloads.

Xudong Zhao, Jiwei Huang, Lei Liu, Shijun Liu, Calton Pu, Lizhen Cui

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

Optimal Crowds Contest Model for Crowdsourcing.

Song Xu, Lei Liu, Lizhen Cui, Yongqing Zheng

Proceedings of the 2nd International Conference on Crowd Science and Engineering, 2017

Learning Complex Crowdsourcing Task Allocation Strategies from Humans.

Lizhen Cui, Xudong Zhao, Lei Liu, Han Yu, Yuan Miao

Proceedings of the 2nd International Conference on Crowd Science and Engineering, 2017

Empirical Study on Assessment Algorithms with Confidence in Crowdsourcing.

Yiming Cao, Lei Liu, Lizhen Cui, Qingzhong Li

Proceedings of the 2nd International Conference on Crowd Science and Engineering, 2017

Crowd-enabled Pareto-Optimal Objects Finding Employing Multi-Pairwise-Comparison Questions.

Chang Liu, Yinan Zhang, Lei Liu, Lizhen Cui, Dong Yuan, Chunyan Miao

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Predicting hospital readmission from longitudinal healthcare data using graph pattern mining based temporal phenotypes.

Xiangzhen Xu, Lizhen Cui, Shijun Liu, Hui Li, Lei Liu, Yongqing Zheng

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Resource and performance prediction at high utilization for N-Tier cloud-based service systems.

Wenbin Zhang, Yuliang Shi, Yongqing Zheng, Lei Liu, Li-zhen Cui

Proceedings of the Australasian Computer Science Week Multiconference, 2017

2016

CTP: A scheduling strategy to smooth response time fluctuations in multi-tier website system.

Wenbin Zhang, Yuliang Shi, Lei Liu, Shidong Zhang, Yongqing Zheng, Lizhen Cui, Han Yu

Microprocess. Microsystems, 2016

MapReduce short jobs optimization based on resource reuse.

Yuliang Shi, Kaihui Zhang, Lizhen Cui, Lei Liu, Yongqing Zheng, Shidong Zhang, Han Yu

Microprocess. Microsystems, 2016

Optimizing Replica Exchange Strategy for Load Balancing in Multienant Databases.

Teng Liu, Qingzhong Li, Lanju Kong, Lei Liu, Li-zhen Cui

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Prediction of Consecutive Road Node Congestion Based on Queueing Model.

Dongyu Zheng, Dailiang Jin, Yuanzhe Hao, Lei Liu, Xinjing Wei

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

MTPGraph: A Data-Driven Approach to Predict Medical Risk Based on Temporal Profile Graph.

Shuai Zhang, Lei Liu, Hui Li, Zongshui Xiao, Lizhen Cui

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

An Analytical Model of Data Plane Performance Subject to Prioritized Service.

Yongjian Ren, Dailiang Jin, Dongyu Zheng, Lei Liu, Xinjing Wei

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A Permissioned Blockchain Framework for Supporting Instant Transaction and Dynamic Block Size.

Xinping Min, Qingzhong Li, Lei Liu, Lizhen Cui

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Integrating Theoretical Modeling and Experimental Measurement for Soft Resource Allocation in Multi-tier Web Systems.

Yuliang Shi, Jiwei Huang, Xudong Zhao, Lei Liu, Shijun Liu, Li-zhen Cui

Proceedings of the IEEE International Conference on Web Services, 2016

A Data Services-Based Quality Analysis System for the Life Cycle of Tire Production.

Yuliang Shi, Yu Chen, Shibin Sun, Lei Liu, Lizhen Cui

Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

Collaborative Prediction Model of Disease Risk by Mining Electronic Health Records.

Shuai Zhang, Lei Liu, Hui Li, Lizhen Cui

Proceedings of the Collaborate Computing: Networking, Applications and Worksharing, 2016

2015

An improved EDA for solving Steiner tree problem.

Lei Liu, Hua Wang, Guohong Kong

Concurr. Comput. Pract. Exp., 2015

A big data inspired chaotic solution for fuzzy feedback linearization model in cyber-physical systems.

Lei Liu, Shulin Zhao, Zhilou Yu, Hongjun Dai

Ad Hoc Networks, 2015

A Method of E-Commerce Trading Process Construction Based on PaaS Platform.

Zongshui Xiao, Wenbin Zhang, Qingzhong Li, Lei Liu, Li-zhen Cui

Proceedings of the 12th IEEE International Conference on e-Business Engineering, 2015

Intelligent Road Congestion Prediction Employing Queueing Based Model.

Lianghao Gao, Chengfang Ma, Lei Liu, Xinjing Wei

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

Performance and Resource Prediction at High Utilization for N-Tier Service Systems in Cloud an Experiment Driven Approach.

Wenbin Zhang, Yuliang Shi, Lei Liu, Lizhen Cui, Yongqing Zheng

Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014

Energy Efficient Routing with a Tree-Based Particle Swarm Optimization Approach.

Guodong Wang, Hua Wang, Lei Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2014

An Ant Colony Optimization Algorithm for Virtual Network Embedding.

Wenjie Cao, Hua Wang, Lei Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2014