Linlin You

68 papers A* 1B 3C 2Journal 38Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Mitigating malicious model fusion in federated learning via confidence-aware defense.
Inf. Fusion
Qilei Li, Pantelis Papageorgiou, Gaoyang Liu, Mingliang Gao, Linlin You, Chen Wang, Ahmed M. Abdelmoniem
2026 J jnl
Modal-NexT: Towards unified heterogeneous cellular data integration.
Inf. Fusion
Zhenchao Tang, Guanxing Chen, Shouzhi Chen, Haohuai He, Jiehui Huang, Tiejun Dong, Jun Zhou, Lu Zhao, Linlin You, Calvin Yu-Chian Chen
2025 J jnl
A Data Poisoning Resistible and Privacy Protection Federated-Learning Mechanism for Ubiquitous IoT.
IEEE Internet Things J.
Gengxiang Chen, Xiaoyi Li, Linlin You, Ahmed M. Abdelmoniem, Yan Zhang, Chau Yuen
2025 J jnl
AFML: An Asynchronous Federated Meta-Learning Mechanism for Charging Station Occupancy Prediction With Biased and Isolated Data.
IEEE Trans. Big Data
Qiyang Chen, Linlin You, Haohao Qu, Ahmed M. Abdelmoniem, Chau Yuen
2025 J jnl
BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web.
CoRR
Zihan Guo, Yuanjian Zhou, Chenyi Wang, Linlin You, Minjie Bian, Weinan Zhang
2025 J jnl
FedCon: A Model Consistency-Based Mechanism to Safeguard Federated Learning in Vulnerable and Heterogeneous IoT Environments.
IEEE Internet Things J.
Xiaoyi Li, Xuewei Tao, Gengxiang Chen, Linlin You, Yongzheng Sun
2025 J jnl
FedIBD: a federated learning framework in asynchronous mode for imbalanced data.
Appl. Intell.
Yingwei Hou, Haoyuan Li, Zihan Guo, Weigang Wu, Rui Liu, Linlin You
2025 J jnl
Personalized Travel Recommendations Based on Asynchronous and Privacy-Preserving Mixed Logit Model.
IEEE Trans. Intell. Transp. Syst.
Weitao Jian, Junshu He, Kunxu Chen, Jiemin Xie, Juanjuan Zhao, Linlin You
2025 J jnl
WS-BiLSTM-MA: Wavelet Scattering-Based BiLSTM With Mixed Attention Block for MDD Recognition Using Multichannel EEG Signals.
IEEE Trans. Instrum. Meas.
Feng Zhang, Chunfeng Yang, Linlin You, Xiaojia Wang, Yonggui Yuan, Régine Le Bouquin Jeannes, Huazhong Shu, Wentao Xiang
2024 — conf
A Hybrid Control Model for Platoons at Mixed-Traffic Freeways Based on Deep Reinforcement Learning.
ICIRA (2)
Han Li, Xiangkai Zhou, Sheng Liu, Tao Wang, Linlin You
2024 J jnl
A Physics-Informed and Attention-Based Graph Learning Approach for Regional Electric Vehicle Charging Demand Prediction.
IEEE Trans. Intell. Transp. Syst.
Haohao Qu, Haoxuan Kuang, Qiuxuan Wang, Jun Li, Linlin You
2024 J jnl
A knowledge distillation-guided equivariant graph neural network for improving protein interaction site prediction performance.
Knowl. Based Syst.
Shouzhi Chen, Zhenchao Tang, Linlin You, Calvin Yu-Chian Chen
2024 J jnl
AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection.
IEEE Trans. Intell. Transp. Syst.
Sheng Liu, Linlin You, Rui Zhu, Bing Liu, Rui Liu, Han Yu, Chau Yuen
2024 J jnl
AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining.
IEEE Trans. Knowl. Data Eng.
Linlin You, Sheng Liu, Tao Wang, Bingran Zuo, Yi Chang, Chau Yuen
2024 J jnl
An urban-scale spatiotemporal optimization of rooftop photovoltaic charging of electric vehicles.
Urban Inform.
Nanfan Ji, Rui Zhu, Ziyi Huang, Linlin You
2024 J jnl
Attention-based Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences.
CoRR
Haoxuan Kuang, Kunxiang Deng, Linlin You, Jun Li
2024 J jnl
Coupled Attention Networks for Multivariate Time Series Anomaly Detection.
IEEE Trans. Emerg. Top. Comput.
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
2024 A* conf
DualAT: Dual Attention Transformer for End-to-End Autonomous Driving.
ICRA
Zesong Chen, Ze Yu, Jun Li, Linlin You, Xiaojun Tan
2024 — conf
Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning.
WWW (Companion Volume)
Gengxiang Chen, Kai Li, Ahmed M. Abdelmoniem, Linlin You
2024 J jnl
FMGCN: Federated Meta Learning-Augmented Graph Convolutional Network for EV Charging Demand Forecasting.
IEEE Internet Things J.
Linlin You, Qiyang Chen, Haohao Qu, Rui Zhu, Jinyue Yan, Paolo Santi, Carlo Ratti
2024 J jnl
Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients.
CoRR
Shaoyuan Chen, Linlin You, Rui Liu, Shuo Yu, Ahmed M. Abdelmoniem
2024 J jnl
Federated and Asynchronized Learning for Autonomous and Intelligent Things.
IEEE Netw.
Linlin You, Sheng Liu, Bingran Zuo, Chau Yuen, Dusit Niyato, H. Vincent Poor
2024 J jnl
From cell tower location to user location: Understanding the spatial uncertainty of mobile phone network data in human mobility research.
Comput. Environ. Urban Syst.
Xiangkai Zhou, Linlin You, Shuqi Zhong, Ming Cai
2024 J jnl
GMMID: genetically modified mice information database.
Database J. Biol. Databases Curation
Menglin Xu, Minghui Fang, Qiyang Chen, Wenjun Xiao, Zhixuan Xu, Bao Cai, Zhenyang Zhao, Tao Wang, Zhu Zhu, Yingshan Chen, Yue Zhu, Mingzhou Dai, Tiancheng Jiang, Xinyi Li, Siuwing Chun, Runhua Zhou, Yafei Li, Yueyue Gou, Jingjing He, Lin Luo, Linlin You, Xuan Jiang
2024 J jnl
Multi-feature hybrid network for traffic flow prediction based on mobility patterns.
Inf. Sci.
Xuesong Wu, Tianlu Pan, Linlin You, Zhaocheng He
2024 — conf
Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices.
QRS Companion
José A. Esquivel, Bradley Aldous, Ahmed M. Abdelmoniem, Ahmad Alhilal, Linlin You
2024 J jnl
SLMFed: A Stage-Based and Layerwise Mechanism for Incremental Federated Learning to Assist Dynamic and Ubiquitous IoT.
IEEE Internet Things J.
Linlin You, Zihan Guo, Bingran Zuo, Yi Chang, Chau Yuen
2024 J jnl
SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems.
ACM Trans. Intell. Syst. Technol.
Mai Hao, Ming Cai, Minghui Fang, Linlin You
2023 J jnl
A Federated Platform Enabling a Systematic Collaboration Among Devices, Data and Functions for Smart Mobility.
IEEE Trans. Intell. Transp. Syst.
Linlin You, Mazen Danaf, Fang Zhao, Jinping Guan, Carlos Lima Azevedo, Bilge Atasoy, Moshe E. Ben-Akiva
2023 J jnl
A physics-informed and attention-based graph learning approach for regional electric vehicle charging demand prediction.
CoRR
Haohao Qu, Haoxuan Kuang, Jun Li, Linlin You
2023 J jnl
An Integrated Approach for the Near Real-Time Parking Occupancy Prediction.
IEEE Trans. Intell. Transp. Syst.
Jun Li, Haohao Qu, Linlin You
2023 J jnl
Coupled Attention Networks for Multivariate Time Series Anomaly Detection.
CoRR
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
2023 J jnl
Deep solar PV refiner: A detail-oriented deep learning network for refined segmentation of photovoltaic areas from satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation
Rui Zhu, Dongxue Guo, Man Sing Wong, Zhen Qian, Min Chen, Bisheng Yang, Bi Yu Chen, Haoran Zhang, Linlin You, Joon Heo, Jinyue Yan
2023 — conf
Efficiency-Improved Federated Learning Approaches for Time of Arrival Estimation.
MT-ITS
Zeteng Huang, Meng Zhou, Sheng Liu, Linlin You
2023 — conf
FedRC: Representational Consistency Guided Model Uploading Mechanism for Asynchronous Federated Learning.
MobiQuitous (1)
Sheng Liu, Linlin You, Yuren Zhou
2023 B conf
FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning.
TrustCom
Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia
2022 J jnl
A Federated Mixed Logit Model for Personal Mobility Service in Autonomous Transportation Systems.
Syst.
Linlin You, Junshu He, Juanjuan Zhao, Jiemin Xie
2022 J jnl
A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement.
IEEE Internet Things J.
Linlin You, Sheng Liu, Yi Chang, Chau Yuen
2022 — conf
AFMeta: Asynchronous Federated Meta-learning with Temporally Weighted Aggregation.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Sheng Liu, Haohao Qu, Qiyang Chen, Weitao Jian, Rui Liu, Linlin You
2022 J jnl
Autonomous Transportation Systems and Services Enabled by the Next-Generation Network.
IEEE Netw.
Linlin You, Junshu He, Wei Wang, Ming Cai
2022 — conf
Dynamic Visual SLAM Integrated with IMU for Unmanned Scenarios.
ITSC
Zhongcui Peng, Shaowu Cheng, Xiantong Li, Kui Li, Ming Cai, Linlin You
2022 — conf
Improving Parking Occupancy Prediction in Poor Data Conditions Through Customization and Learning to Learn.
KSEM (1)
Haohao Qu, Sheng Liu, Zihan Guo, Linlin You, Jun Li
2022 B conf
Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective.
ICTAI
Shenglv Zhang, Yuren Zhou, Haohao Qu, Yiting Zhu, Linlin You
2022 — conf
TWAFR-GRU: An Integrated Model for Real-time Charging Station Occupancy Prediction.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Qiyang Chen, Sheng Liu, Haohao Qu, Rui Zhu, Linlin You
2021 J jnl
An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis.
IEEE Trans. Cogn. Dev. Syst.
Jianqiang Li, Changping Ji, Guokai Yan, Linlin You, Jie Chen
2021 J jnl
Commercial Vehicle Activity Prediction With Imbalanced Class Distribution Using a Hybrid Sampling and Gradient Boosting Approach.
IEEE Trans. Intell. Transp. Syst.
Raymond Low, Lynette Cheah, Linlin You
2021 — conf
Knowledge Graph-based Network Analysis on the Elements of Autonomous Transportation System.
QRS Companion
Liming Zhang, Shuo Jiang, Ke Huang, Yao Xiao, Linlin You, Ming Cai
2020 J jnl
A Generic Future Mobility Sensing System for Travel Data Collection, Management, Fusion, and Visualization.
IEEE Trans. Intell. Transp. Syst.
Linlin You, Fang Zhao, Lynette Cheah, Kyungsoo Jeong, Pericles Christopher Zegras, Moshe E. Ben-Akiva
2019 J jnl
A Synergetic Orchestration of Objects, Data, and Services to Enable Smart Cities.
IEEE Internet Things J.
Linlin You, Bige Tunçer, Rui Zhu, Hexu Xing, Chau Yuen
2019 J jnl
Harnessing Multi-Source Data about Public Sentiments and Activities for Informed Design.
IEEE Trans. Knowl. Data Eng.
Linlin You, Bige Tunçer, Hexu Xing
2018 — conf
Future Mobility Sensing: An Intelligent Mobility Data Collection and Visualization Platform.
ITSC
Linlin You, Fang Zhao, Lynette Cheah, Kyungsoo Jeong, Pericles Christopher Zegras, Moshe E. Ben-Akiva
2018 — conf
Next-generation freight vehicle surveys: Supplementing truck GPS tracking with a driver activity survey.
ITSC
Andre Romano Alho, Linlin You, Fangping Lu, Lynette Cheah, Fang Zhao, Moshe E. Ben-Akiva
2017 — conf
Mining Place Design Knowledge from Multi-source Data in an Informed Design Platform.
ICBK
Linlin You, Bige Tunçer, Hexu Xing
2016 J jnl
CITY FEED: A Pilot System of Citizen-Sourcing for City Issue Management.
ACM Trans. Intell. Syst. Technol.
Linlin You, Gianmario Motta, Kaixu Liu, Tianyi Ma
2016 B conf
Exploring public sentiments for livable places based on a crowd-calibrated sentiment analysis mechanism.
ASONAM
Linlin You, Bige Tunçer
2016 — conf
Exploring the utilization of places through a scalable "Activities in Places" analysis mechanism.
IEEE BigData
Linlin You, Bige Tunçer
2016 — conf
Informed Design Platform: Interpreting "Big Data" to Adaptive Place Designs.
ICDM Workshops
Linlin You, Bige Tunçer
2016 C conf
SAPAM: a scalable "activities in places" analysis mechanism for informed place design.
BDCAT
Linlin You, Bige Tunçer
2015 — conf
A Threefold Similarity Analysis of Crowdsourcing Feeds.
ICSS
Kaixu Liu, Gianmario Motta, Linlin You, Tianyi Ma
2015 — conf
Personal Mobility Service System in Urban Areas: The IRMA Project.
SOSE
Gianmario Motta, Daniele Sacco, Tianyi Ma, Linlin You, Kaixu Liu
2015 — conf
SLM as a Third Party Service in Cloud Environment: A Reference Framework.
SCC
Linlin You, Gianmario Motta, Nicola Sfondrini
2014 — conf
A Pilot Crowdsourced City Governance System: CITY FEED.
CSE
Linlin You, Gianmario Motta, Kaixu Liu, Tianyi Ma
2014 — conf
CITY FEED: A Crowdsourcing System for City Governance.
SOSE
Gianmario Motta, Linlin You, Daniele Sacco, Tianyi Ma
2014 — conf
Mobility Service Systems: Guidelines for a possible paradigm and a case study.
SOLI
Gianmario Motta, Linlin You, Daniele Sacco, Tianyi Ma, Giovanni Miceli
2014 C conf
Service Level Management (SLM) in Cloud Computing - Third Party SLM Framework.
WETICE
Gianmario Motta, Linlin You, Nicola Sfondrini, Daniele Sacco, Tianyi Ma
2014 — conf
Social data analysis framework in cloud and Mobility Analyzer for Smarter Cities.
SOLI
Linlin You, Gianmario Motta, Daniele Sacco, Tianyi Ma
2013 — conf
Cloud Computing: The Issue of Service Quality: An Overview of Cloud Service Level Management Architectures.
ICSSI
Gianmario Motta, Linlin You, Daniele Sacco, Nicola Sfondrini
2013 — conf
Forecasting in Multi-skill Call Centers: A Multi-agent Multi-service (MAMS) Approach: Research in Progress.
ICSSI
Gianmario Motta, Thiago Barroero, Daniele Sacco, Linlin You