Linlin You

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 44

Top Topics

Data Collection

Convolutional Network

Transportation Systems

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Internet Things J.

Publications

Linlin You, Zihan Guo, Bingran Zuo, Yi Chang, Chau Yuen
SLMFed: A Stage-Based and Layerwise Mechanism for Incremental Federated Learning to Assist Dynamic and Ubiquitous IoT. IEEE Internet Things J. 11 (9) (2024)
Xiangkai Zhou, Linlin You, Shuqi Zhong, Ming Cai
From cell tower location to user location: Understanding the spatial uncertainty of mobile phone network data in human mobility research. Comput. Environ. Urban Syst. 111 (2024)
Linlin You, Sheng Liu, Tao Wang, Bingran Zuo, Yi Chang, Chau Yuen
AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Gengxiang Chen, Kai Li, Ahmed M. Abdelmoniem, Linlin You
Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning. WWW (Companion Volume) (2024)
Shouzhi Chen, Zhenchao Tang, Linlin You, Calvin Yu-Chian Chen
A knowledge distillation-guided equivariant graph neural network for improving protein interaction site prediction performance. Knowl. Based Syst. 300 (2024)
Linlin You, Qiyang Chen, Haohao Qu, Rui Zhu, Jinyue Yan, Paolo Santi, Carlo Ratti
FMGCN: Federated Meta Learning-Augmented Graph Convolutional Network for EV Charging Demand Forecasting. IEEE Internet Things J. 11 (14) (2024)
Xuesong Wu, Tianlu Pan, Linlin You, Zhaocheng He
Multi-feature hybrid network for traffic flow prediction based on mobility patterns. Inf. Sci. 681 (2024)
Sheng Liu, Linlin You, Rui Zhu, Bing Liu, Liu Rui, Han Yu, Chau Yuen
AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
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
GMMID: genetically modified mice information database. Database J. Biol. Databases Curation 2024 (2024)
Linlin You, Sheng Liu, Bingran Zuo, Chau Yuen, Dusit Niyato, H. Vincent Poor
Federated and Asynchronized Learning for Autonomous and Intelligent Things. IEEE Netw. 38 (2) (2024)
Shaoyuan Chen, Linlin You, Rui Liu, Shuo Yu, Ahmed M. Abdelmoniem
Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients. CoRR (2024)
Mai Hao, Ming Cai, Minghui Fang, Linlin You
SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Zesong Chen, Ze Yu, Jun Li, Linlin You, Xiaojun Tan
DualAT: Dual Attention Transformer for End-to-End Autonomous Driving. ICRA (2024)
Nanfan Ji, Rui Zhu, Ziyi Huang, Linlin You
An urban-scale spatiotemporal optimization of rooftop photovoltaic charging of electric vehicles. Urban Inform. 3 (1) (2024)
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
Coupled Attention Networks for Multivariate Time Series Anomaly Detection. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Linlin You, Mazen Danaf, Fang Zhao, Jinping Guan, Carlos Lima Azevedo, Bilge Atasoy, Moshe E. Ben-Akiva
A Federated Platform Enabling a Systematic Collaboration Among Devices, Data and Functions for Smart Mobility. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Feng Xia, Xin Chen, Shuo Yu, Mingliang Hou, Mujie Liu, Linlin You
Coupled Attention Networks for Multivariate Time Series Anomaly Detection. CoRR (2023)
Jun Li, Haohao Qu, Linlin You
An Integrated Approach for the Near Real-Time Parking Occupancy Prediction. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Rui Zhu, Dongxue Guo, Man Sing Wong, Zhen Qian, Min Chen, Bisheng Yang, Biyu Chen, Haoran Zhang, Linlin You, Joon Heo, Jinyue Yan
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 116 (2023)
Zeteng Huang, Meng Zhou, Sheng Liu, Linlin You
Efficiency-Improved Federated Learning Approaches for Time of Arrival Estimation. MT-ITS (2023)
Haohao Qu, Haoxuan Kuang, Jun Li, Linlin You
A physics-informed and attention-based graph learning approach for regional electric vehicle charging demand prediction. CoRR (2023)
Gengxiang Chen, Sheng Liu, Xu Yang, Tao Wang, Linlin You, Feng Xia
FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning. TrustCom (2023)
Shenglv Zhang, Yuren Zhou, Haohao Qu, Yiting Zhu, Linlin You
Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective. ICTAI (2022)
Sheng Liu, Haohao Qu, Qiyang Chen, Weitao Jian, Rui Liu, Linlin You
AFMeta: Asynchronous Federated Meta-learning with Temporally Weighted Aggregation. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Linlin You, Junshu He, Wei Wang, Ming Cai
Autonomous Transportation Systems and Services Enabled by the Next-Generation Network. IEEE Netw. 36 (3) (2022)
Linlin You, Junshu He, Juanjuan Zhao, Jiemin Xie
A Federated Mixed Logit Model for Personal Mobility Service in Autonomous Transportation Systems. Syst. 10 (4) (2022)
Haohao Qu, Sheng Liu, Zihan Guo, Linlin You, Jun Li
Improving Parking Occupancy Prediction in Poor Data Conditions Through Customization and Learning to Learn. KSEM (1) (2022)
Zhongcui Peng, Shaowu Cheng, Xiantong Li, Kui Li, Ming Cai, Linlin You
Dynamic Visual SLAM Integrated with IMU for Unmanned Scenarios. ITSC (2022)
Linlin You, Sheng Liu, Yi Chang, Chau Yuen
A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement. IEEE Internet Things J. 9 (23) (2022)
Qiyang Chen, Sheng Liu, Haohao Qu, Rui Zhu, Linlin You
TWAFR-GRU: An Integrated Model for Real-time Charging Station Occupancy Prediction. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Raymond Low, Lynette Cheah, Linlin You
Commercial Vehicle Activity Prediction With Imbalanced Class Distribution Using a Hybrid Sampling and Gradient Boosting Approach. IEEE Trans. Intell. Transp. Syst. 22 (3) (2021)
Liming Zhang, Shuo Jiang, Ke Huang, Yao Xiao, Linlin You, Ming Cai
Knowledge Graph-based Network Analysis on the Elements of Autonomous Transportation System. QRS Companion (2021)
Jianqiang Li, Changping Ji, Guokai Yan, Linlin You, Jie Chen
An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis. IEEE Trans. Cogn. Dev. Syst. 13 (1) (2021)
Linlin You, Fang Zhao, Lynette Cheah, Kyungsoo Jeong, Pericles Christopher Zegras, Moshe E. Ben-Akiva
A Generic Future Mobility Sensing System for Travel Data Collection, Management, Fusion, and Visualization. IEEE Trans. Intell. Transp. Syst. 21 (10) (2020)
Linlin You, Bige Tunçer, Hexu Xing
Harnessing Multi-Source Data about Public Sentiments and Activities for Informed Design. IEEE Trans. Knowl. Data Eng. 31 (2) (2019)
Linlin You, Bige Tunçer, Rui Zhu, Hexu Xing, Chau Yuen
A Synergetic Orchestration of Objects, Data, and Services to Enable Smart Cities. IEEE Internet Things J. 6 (6) (2019)
Andre Romano Alho, Linlin You, Fangping Lu, Lynette Cheah, Fang Zhao, Moshe E. Ben-Akiva
Next-generation freight vehicle surveys: Supplementing truck GPS tracking with a driver activity survey. ITSC (2018)
Linlin You, Fang Zhao, Lynette Cheah, Kyungsoo Jeong, Pericles Christopher Zegras, Moshe E. Ben-Akiva
Future Mobility Sensing: An Intelligent Mobility Data Collection and Visualization Platform. ITSC (2018)
Linlin You, Bige Tunçer, Hexu Xing
Mining Place Design Knowledge from Multi-source Data in an Informed Design Platform. ICBK (2017)
Linlin You, Gianmario Motta, Kaixu Liu, Tianyi Ma
CITY FEED: A Pilot System of Citizen-Sourcing for City Issue Management. ACM Trans. Intell. Syst. Technol. 7 (4) (2016)
Linlin You, Bige Tunçer
SAPAM: a scalable "activities in places" analysis mechanism for informed place design. BDCAT (2016)
Linlin You, Bige Tunçer
Informed Design Platform: Interpreting "Big Data" to Adaptive Place Designs. ICDM Workshops (2016)
Linlin You, Bige Tunçer
Exploring the utilization of places through a scalable "Activities in Places" analysis mechanism. IEEE BigData (2016)
Linlin You, Bige Tunçer
Exploring public sentiments for livable places based on a crowd-calibrated sentiment analysis mechanism. ASONAM (2016)
Gianmario Motta, Daniele Sacco, Tianyi Ma, Linlin You, Kaixu Liu
Personal Mobility Service System in Urban Areas: The IRMA Project. SOSE (2015)
Kaixu Liu, Gianmario Motta, Linlin You, Tianyi Ma
A Threefold Similarity Analysis of Crowdsourcing Feeds. ICSS (2015)
Linlin You, Gianmario Motta, Nicola Sfondrini
SLM as a Third Party Service in Cloud Environment: A Reference Framework. SCC (2015)
Gianmario Motta, Linlin You, Nicola Sfondrini, Daniele Sacco, Tianyi Ma
Service Level Management (SLM) in Cloud Computing - Third Party SLM Framework. WETICE (2014)
Linlin You, Gianmario Motta, Kaixu Liu, Tianyi Ma
A Pilot Crowdsourced City Governance System: CITY FEED. CSE (2014)
Gianmario Motta, Linlin You, Daniele Sacco, Tianyi Ma
CITY FEED: A Crowdsourcing System for City Governance. SOSE (2014)
Gianmario Motta, Linlin You, Daniele Sacco, Tianyi Ma, Giovanni Miceli
Mobility Service Systems: Guidelines for a possible paradigm and a case study. SOLI (2014)
Linlin You, Gianmario Motta, Daniele Sacco, Tianyi Ma
Social data analysis framework in cloud and Mobility Analyzer for Smarter Cities. SOLI (2014)
Gianmario Motta, Thiago Barroero, Daniele Sacco, Linlin You
Forecasting in Multi-skill Call Centers: A Multi-agent Multi-service (MAMS) Approach: Research in Progress. ICSSI (2013)
Gianmario Motta, Linlin You, Daniele Sacco, Nicola Sfondrini
Cloud Computing: The Issue of Service Quality: An Overview of Cloud Service Level Management Architectures. ICSSI (2013)