Forecasting in Multi-skill Call Centers: A Multi-agent Multi-service (MAMS) Approach: Research in Progress. - Gianmario Motta; Thiago Barroero; Daniele Sacco; Linlin You (ICSSI, 2013)

Cloud Computing: The Issue of Service Quality: An Overview of Cloud Service Level Management Architectures. - Gianmario Motta; Linlin You; Daniele Sacco; Nicola Sfondrini (ICSSI, 2013)

A Pilot Crowdsourced City Governance System: CITY FEED. - Linlin You; Gianmario Motta; Kaixu Liu; Tianyi Ma (CSE, 2014)

Mobility Service Systems: Guidelines for a possible paradigm and a case study. - Gianmario Motta; Linlin You; Daniele Sacco; Tianyi Ma; Giovanni Miceli (SOLI, 2014)

Social data analysis framework in cloud and Mobility Analyzer for Smarter Cities. - Linlin You; Gianmario Motta; Daniele Sacco; Tianyi Ma (SOLI, 2014)

CITY FEED: A Crowdsourcing System for City Governance. - Gianmario Motta; Linlin You; Daniele Sacco; Tianyi Ma (SOSE, 2014)

Service Level Management (SLM) in Cloud Computing - Third Party SLM Framework. - Gianmario Motta; Linlin You; Nicola Sfondrini; Daniele Sacco; Tianyi Ma (WETICE, 2014)

SLM as a Third Party Service in Cloud Environment: A Reference Framework. - Linlin You; Gianmario Motta; Nicola Sfondrini (SCC, 2015)

A Threefold Similarity Analysis of Crowdsourcing Feeds. - Kaixu Liu; Gianmario Motta; Linlin You; Tianyi Ma (ICSS, 2015)

Personal Mobility Service System in Urban Areas: The IRMA Project. - Gianmario Motta; Daniele Sacco; Tianyi Ma; Linlin You; Kaixu Liu (SOSE, 2015)

Exploring public sentiments for livable places based on a crowd-calibrated sentiment analysis mechanism. - Linlin You; Bige Tunçer (ASONAM, 2016)

SAPAM: a scalable "activities in places" analysis mechanism for informed place design. - Linlin You; Bige Tunçer (BDCAT, 2016)

Exploring the utilization of places through a scalable "Activities in Places" analysis mechanism. - Linlin You; Bige Tunçer (IEEE BigData, 2016)

Informed Design Platform: Interpreting "Big Data" to Adaptive Place Designs. - Linlin You; Bige Tunçer (ICDM Workshops, 2016)

CITY FEED: A Pilot System of Citizen-Sourcing for City Issue Management. - Linlin You; Gianmario Motta; Kaixu Liu; Tianyi Ma (ACM Trans. Intell. Syst. Technol., 2016)

Mining Place Design Knowledge from Multi-source Data in an Informed Design Platform. - Linlin You; Bige Tunçer; Hexu Xing (ICBK, 2017)

Next-generation freight vehicle surveys: Supplementing truck GPS tracking with a driver activity survey. - Andre Romano Alho; Linlin You; Fangping Lu; Lynette Cheah; Fang Zhao; Moshe E. Ben-Akiva (ITSC, 2018)

Future Mobility Sensing: An Intelligent Mobility Data Collection and Visualization Platform. - Linlin You; Fang Zhao; Lynette Cheah; Kyungsoo Jeong; Pericles Christopher Zegras; Moshe E. Ben-Akiva (ITSC, 2018)

A Synergetic Orchestration of Objects, Data, and Services to Enable Smart Cities. - Linlin You; Bige Tunçer; Rui Zhu; Hexu Xing; Chau Yuen (IEEE Internet Things J., 2019)

Harnessing Multi-Source Data about Public Sentiments and Activities for Informed Design. - Linlin You; Bige Tunçer; Hexu Xing (IEEE Trans. Knowl. Data Eng., 2019)

A Generic Future Mobility Sensing System for Travel Data Collection, Management, Fusion, and Visualization. - Linlin You; Fang Zhao; Lynette Cheah; Kyungsoo Jeong; Pericles Christopher Zegras; Moshe E. Ben-Akiva (IEEE Trans. Intell. Transp. Syst., 2020)

Knowledge Graph-based Network Analysis on the Elements of Autonomous Transportation System. - Liming Zhang; Shuo Jiang; Ke Huang; Yao Xiao; Linlin You; Ming Cai (QRS Companion, 2021)

An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis. - Jianqiang Li 001; Changping Ji; Guokai Yan; Linlin You; Jie Chen 027 (IEEE Trans. Cogn. Dev. Syst., 2021)

Commercial Vehicle Activity Prediction With Imbalanced Class Distribution Using a Hybrid Sampling and Gradient Boosting Approach. - Raymond Low; Lynette Cheah; Linlin You (IEEE Trans. Intell. Transp. Syst., 2021)

Reinforcement Learning Based Incentive Mechanism for Federated Meta Learning: A Game-Theoretic Perspective. - Shenglv Zhang; Yuren Zhou; Haohao Qu; Yiting Zhu; Linlin You (ICTAI, 2022)

Dynamic Visual SLAM Integrated with IMU for Unmanned Scenarios. - Zhongcui Peng; Shaowu Cheng; Xiantong Li; Kui Li; Ming Cai; Linlin You (ITSC, 2022)

Improving Parking Occupancy Prediction in Poor Data Conditions Through Customization and Learning to Learn. - Haohao Qu; Sheng Liu; Zihan Guo; Linlin You; Jun Li 105 (KSEM (1), 2022)

TWAFR-GRU: An Integrated Model for Real-time Charging Station Occupancy Prediction. - Qiyang Chen; Sheng Liu; Haohao Qu; Rui Zhu; Linlin You (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

AFMeta: Asynchronous Federated Meta-learning with Temporally Weighted Aggregation. - Sheng Liu; Haohao Qu; Qiyang Chen; Weitao Jian; Rui Liu 034; Linlin You (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

A Triple-Step Asynchronous Federated Learning Mechanism for Client Activation, Interaction Optimization, and Aggregation Enhancement. - Linlin You; Sheng Liu; Yi Chang 001; Chau Yuen (IEEE Internet Things J., 2022)

Autonomous Transportation Systems and Services Enabled by the Next-Generation Network. - Linlin You; Junshu He; Wei Wang 077; Ming Cai (IEEE Netw., 2022)

A Federated Mixed Logit Model for Personal Mobility Service in Autonomous Transportation Systems. - Linlin You; Junshu He; Juanjuan Zhao; Jiemin Xie (Syst., 2022)

FedRC: Representational Consistency Guided Model Uploading Mechanism for Asynchronous Federated Learning. - Sheng Liu; Linlin You; Yuren Zhou (MobiQuitous (1), 2023)

Efficiency-Improved Federated Learning Approaches for Time of Arrival Estimation. - Zeteng Huang; Meng Zhou; Sheng Liu; Linlin You (MT-ITS, 2023)

FedRSM: Representational-Similarity-Based Secured Model Uploading for Federated Learning. - Gengxiang Chen; Sheng Liu; Xu Yang; Tao Wang; Linlin You; Feng Xia 001 (TrustCom, 2023)

A physics-informed and attention-based graph learning approach for regional electric vehicle charging demand prediction. - Haohao Qu; Haoxuan Kuang; Jun Li 105; Linlin You (CoRR, 2023)

Deep solar PV refiner: A detail-oriented deep learning network for refined segmentation of photovoltaic areas from satellite imagery. - Rui Zhu; Dongxue Guo; Man Sing Wong; Zhen Qian; Min Chen 008; Bisheng Yang; Bi Yu Chen; Haoran Zhang; Linlin You; Joon Heo; Jinyue Yan (Int. J. Appl. Earth Obs. Geoinformation, 2023)

An Integrated Approach for the Near Real-Time Parking Occupancy Prediction. - Jun Li 105; Haohao Qu; Linlin You (IEEE Trans. Intell. Transp. Syst., 2023)

A Federated Platform Enabling a Systematic Collaboration Among Devices, Data and Functions for Smart Mobility. - Linlin You; Mazen Danaf; Fang Zhao; Jinping Guan; Carlos Lima Azevedo; Bilge Atasoy; Moshe E. Ben-Akiva (IEEE Trans. Intell. Transp. Syst., 2023)

A Hybrid Control Model for Platoons at Mixed-Traffic Freeways Based on Deep Reinforcement Learning. - Han Li; Xiangkai Zhou; Sheng Liu; Tao Wang; Linlin You (ICIRA (2), 2024)

DualAT: Dual Attention Transformer for End-to-End Autonomous Driving. - Zesong Chen; Ze Yu; Jun Li 075; Linlin You; Xiaojun Tan (ICRA, 2024)

Performance Profiling of Federated Learning Across Heterogeneous Mobile Devices. - José A. Esquivel; Bradley Aldous; Ahmed M. Abdelmoniem; Ahmad Alhilal; Linlin You (QRS Companion, 2024)

Exploring Representational Similarity Analysis to Protect Federated Learning from Data Poisoning. - Gengxiang Chen; Kai Li 002; Ahmed M. Abdelmoniem; Linlin You (WWW (Companion Volume), 2024)

Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients. - Shaoyuan Chen; Linlin You; Rui Liu 034; Shuo Yu; Ahmed M. Abdelmoniem (CoRR, 2024)

Attention-based Citywide Electric Vehicle Charging Demand Prediction Approach Considering Urban Region and Dynamic Influences. - Haoxuan Kuang; Kunxiang Deng; Linlin You; Jun Li 105 (CoRR, 2024)

Multi-feature hybrid network for traffic flow prediction based on mobility patterns. - Xuesong Wu 004; Tianlu Pan; Linlin You; Zhaocheng He (Inf. Sci., 2024)

A knowledge distillation-guided equivariant graph neural network for improving protein interaction site prediction performance. - Shouzhi Chen; Zhenchao Tang; Linlin You; Calvin Yu-Chian Chen (Knowl. Based Syst., 2024)

Coupled Attention Networks for Multivariate Time Series Anomaly Detection. - Feng Xia 001; Xin Chen 054; Shuo Yu 001; Mingliang Hou; Mujie Liu; Linlin You (IEEE Trans. Emerg. Top. Comput., 2024)

From cell tower location to user location: Understanding the spatial uncertainty of mobile phone network data in human mobility research. - Xiangkai Zhou; Linlin You; Shuqi Zhong; Ming Cai (Comput. Environ. Urban Syst., 2024)

An urban-scale spatiotemporal optimization of rooftop photovoltaic charging of electric vehicles. - Nanfan Ji; Rui Zhu; Ziyi Huang; Linlin You (Urban Inform., 2024)

GMMID: genetically modified mice information database. - Menglin Xu; Minghui Fang 004; Qiyang Chen; Wenjun Xiao; Zhixuan Xu; Bao Cai; Zhenyang Zhao; Tao Wang; Zhu Zhu; Yingshan Chen; Yue Zhu; Mingzhou Dai; et al. (Database J. Biol. Databases Curation, 2024)

Federated and Asynchronized Learning for Autonomous and Intelligent Things. - Linlin You; Sheng Liu; Bingran Zuo; Chau Yuen; Dusit Niyato; H. Vincent Poor (IEEE Netw., 2024)

SiG: A Siamese-Based Graph Convolutional Network to Align Knowledge in Autonomous Transportation Systems. - Mai Hao; Ming Cai; Minghui Fang 003; Linlin You (ACM Trans. Intell. Syst. Technol., 2024)

SLMFed: A Stage-Based and Layerwise Mechanism for Incremental Federated Learning to Assist Dynamic and Ubiquitous IoT. - Linlin You; Zihan Guo; Bingran Zuo; Yi Chang 001; Chau Yuen (IEEE Internet Things J., 2024)

FMGCN: Federated Meta Learning-Augmented Graph Convolutional Network for EV Charging Demand Forecasting. - Linlin You; Qiyang Chen; Haohao Qu; Rui Zhu; Jinyue Yan; Paolo Santi; Carlo Ratti (IEEE Internet Things J., 2024)

AFM3D: An Asynchronous Federated Meta-Learning Framework for Driver Distraction Detection. - Sheng Liu; Linlin You; Rui Zhu; Bing Liu 023; Rui Liu 034; Han Yu 001; Chau Yuen (IEEE Trans. Intell. Transp. Syst., 2024)

AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining. - Linlin You; Sheng Liu; Tao Wang 130; Bingran Zuo; Yi Chang 001; Chau Yuen (IEEE Trans. Knowl. Data Eng., 2024)

A Physics-Informed and Attention-Based Graph Learning Approach for Regional Electric Vehicle Charging Demand Prediction. - Haohao Qu; Haoxuan Kuang; Qiuxuan Wang; Jun Li 105; Linlin You (IEEE Trans. Intell. Transp. Syst., 2024)

FedCon: A Model Consistency-Based Mechanism to Safeguard Federated Learning in Vulnerable and Heterogeneous IoT Environments. - Xiaoyi Li; Xuewei Tao; Gengxiang Chen; Linlin You; Yongzheng Sun (IEEE Internet Things J., 2025)

WS-BiLSTM-MA: Wavelet Scattering-Based BiLSTM With Mixed Attention Block for MDD Recognition Using Multichannel EEG Signals. - Feng Zhang; Chunfeng Yang; Linlin You; Xiaojia Wang; Yonggui Yuan; Régine Le Bouquin Jeannes; Huazhong Shu; Wentao Xiang (IEEE Trans. Instrum. Meas., 2025)

FedIBD: a federated learning framework in asynchronous mode for imbalanced data. - Yingwei Hou; Haoyuan Li; Zihan Guo; Weigang Wu; Rui Liu 034; Linlin You (Appl. Intell., 2025)

Personalized Travel Recommendations Based on Asynchronous and Privacy-Preserving Mixed Logit Model. - Weitao Jian; Junshu He; Kunxu Chen; Jiemin Xie; Juanjuan Zhao; Linlin You (IEEE Trans. Intell. Transp. Syst., 2025)

A Data Poisoning Resistible and Privacy Protection Federated-Learning Mechanism for Ubiquitous IoT. - Gengxiang Chen; Xiaoyi Li; Linlin You; Ahmed M. Abdelmoniem; Yan Zhang 002; Chau Yuen (IEEE Internet Things J., 2025)

BetaWeb: Towards a Blockchain-enabled Trustworthy Agentic Web. - Zihan Guo; Yuanjian Zhou; Chenyi Wang; Linlin You; Minjie Bian; Weinan Zhang 001 (CoRR, 2025)

AFML: An Asynchronous Federated Meta-Learning Mechanism for Charging Station Occupancy Prediction With Biased and Isolated Data. - Qiyang Chen; Linlin You; Haohao Qu; Ahmed M. Abdelmoniem; Chau Yuen (IEEE Trans. Big Data, 2025)

Mitigating malicious model fusion in federated learning via confidence-aware defense. - Qilei Li; Pantelis Papageorgiou; Gaoyang Liu; Mingliang Gao 001; Linlin You; Chen Wang 011; Ahmed M. Abdelmoniem (Inf. Fusion, 2026)

Modal-NexT: Towards unified heterogeneous cellular data integration. - Zhenchao Tang; Guanxing Chen; Shouzhi Chen; Haohuai He; Jiehui Huang; Tiejun Dong; Jun Zhou; Lu Zhao; Linlin You; Calvin Yu-Chian Chen (Inf. Fusion, 2026)