Presentation of Programming Domain Knowledge with Ontology. - Xiang Su; Guojin Zhu; Xiaoli Liu 005; Wenqin Yuan (SKG, 2005)

Transferring Remote Ontologies to the Edge of Internet of Things Systems. - Xiang Su; Pingjiang Li; Huber Flores; Jukka Riekki; Xiaoli Liu 005; Yuhong Li; Christian Prehofer (GPC, 2017)

AI Enhanced Alarm Presentation for Quality Monitoring. - Satu Tamminen; Xiaoli Liu 005; Henna Tiensuu; Eija Ferreira; Esa Puukko; Juha Röning (iThings/GreenCom/CPSCom/SmartData, 2018)

Enhancing Veracity of IoT Generated Big Data in Decision Making. - Xiaoli Liu 005; Satu Tamminen; Xiang Su; Pekka Siirtola; Juha Röning; Jukka Riekki; Jussi Kiljander; Juha-Pekka Soininen (PerCom Workshops, 2018)

Distribution of Semantic Reasoning on the Edge of Internet of Things. - Xiang Su; Pingjiang Li; Jukka Riekki; Xiaoli Liu 005; Jussi Kiljander; Juha-Pekka Soininen; Christian Prehofer; Huber Flores; Yuhong Li (PerCom, 2018)

Predicting the Heart Rate Response to Outdoor Running Exercise. - Xiaoli Liu 005; Xiang Su; Satu Tamminen; Topi Korhonen; Juha Röning (CBMS, 2019)

Prediction of sleep efficiency from big physical exercise data. - Xiaoli Liu 005; Satu Tamminen; Topi Korhonen; Juha Röning; Jukka Riekki (UbiComp/ISWC Adjunct, 2019)

MegaSense: 5G and AI for Air Quality Monitoring. - Sasu Tarkoma; Xiaoli Liu 005; Andrew Rebeiro-Hargrave; Samu Varjonen (SmartCity360°, 2019)

Bayesian Inference Federated Learning for Heart Rate Prediction. - Lei Fang 001; Xiaoli Liu 005; Xiang Su; Juan Ye; Simon Dobson; Pan Hui 001; Sasu Tarkoma (MobiHealth, 2020)

Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives. - Yuhong Li; Xiang Su; Aaron Yi Ding; Anders Lindgren; Xiaoli Liu 005; Christian Prehofer; Jukka Riekki; Rahim Rahmani; Sasu Tarkoma; Pan Hui 001 (Sensors, 2020)

Context-Aware Augmented Reality with 5G Edge. - Jacky Cao; Xiaoli Liu 005; Xiang Su; Sasu Tarkoma; Pan Hui 001 (GLOBECOM, 2021)

Intelligent and Scalable Air Quality Monitoring With 5G Edge. - Xiang Su; Xiaoli Liu 005; Naser Hossein Motlagh; Jacky Cao; Peifeng Su; Petri Pellikka; Yongchun Liu; Tuukka Petäjä; Markku Kulmala; Pan Hui 001; Sasu Tarkoma (IEEE Internet Comput., 2021)

Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis. - Francesco Concas; Julien Mineraud; Eemil Lagerspetz; Samu Varjonen; Xiaoli Liu 005; Kai Puolamäki; Petteri Nurmi; Sasu Tarkoma (ACM Trans. Sens. Networks, 2021)

Trustworthy Distributed Intelligence for Smart Cities. - Xiaoli Liu 005; Satu Tamminen; Sasu Tarkoma; Xiang Su (ICDE Workshops, 2022)

Edge Computing: The Computing Infrastructure for the Smart Megacities of the Future. - Naser Hossein Motlagh; Lauri Lovén; Jacky Cao; Xiaoli Liu 005; Petteri Nurmi; Schahram Dustdar; Sasu Tarkoma; Xiang Su (Computer, 2022)

Trip Purposes Mining From Mobile Signaling Data. - Zhishuai Li; Gang Xiong 001; Zebing Wei; Yu Zhang; Meng Zheng; Xiaoli Liu 005; Sasu Tarkoma; Min Huang 009; Yisheng Lv; Chuheng Wu (IEEE Trans. Intell. Transp. Syst., 2022)

ABIDI: A Reference Architecture for Reliable Industrial Internet of Things. - Gianluca Rizzo; Alberto Franzin; Miia Lillstrang; Guillermo del Campo; Moisés Silva-Muñoz; Lluc Bono; Mina Aghaei Dinani; Xiaoli Liu 005; Joonas Tuutijärvi; Satu Tamminen; Edgar Saavedra; Asunción Santamaria; et al. (AINA (2), 2023)

A Comparative Analysis of Genetic Algorithm and Ant Colony Optimization for Mobile Augmented Reality Offloading. - Xiaoli Liu 005; Tormod Mork Müller; Aleksander Aaboen; Xiang Su; Sasu Tarkoma (ImmerCom, 2023)

Towards Semantic Web of Things: Reference Architecture and Gap Analysis. - Xiang Su; Ekaterina Gilman; Xiaoli Liu 005 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2023)

Fighting Pandemics With Augmented Reality and Smart Sensing-Based Social Distancing. - Jacky Cao; Hassan Mehmood; Xiaoli Liu 005; Sasu Tarkoma; Ekaterina Gilman; Xiang Su (IEEE Computer Graphics and Applications, 2023)

Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence. - Jacky Cao; Kit-Yung Lam; Lik-Hang Lee; Xiaoli Liu 005; Pan Hui 001; Xiang Su (ACM Comput. Surv., 2023)

FedGK: Communication-Efficient Federated Learning through Group-Guided Knowledge Distillation. - Wenjun Zhang 013; Xiaoli Liu 005; Sasu Tarkoma (ACM Trans. Internet Techn., 2024)

Estimating Black Carbon Levels With Proxy Variables and Low-Cost Sensors. - Xiaoli Liu 005; Francesco Concas; Naser Hossein Motlagh; Martha Arbayani Zaidan; Pak Lun Fung; Samu Varjonen; Jarkko V. Niemi; Hilkka Timonen; Tareq Hussein; Tuukka Petäjä; Markku Kulmala; Petteri Nurmi; et al. (IEEE Internet Things J., 2024)

An Urban Trajectory Data-Driven Approach for COVID-19 Simulation. - Zhishuai Li; Gang Xiong 001; Yisheng Lv; Peijun Ye 001; Xiaoli Liu 005; Sasu Tarkoma; Fei-Yue Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

FedVisual: Heterogeneity-Aware Model Aggregation for Federated Learning in Visual-Based Vehicular Crowdsensing. - Wenjun Zhang 013; Xiaoli Liu 005; Ruoyi Zhang; Chao Zhu 002; Sasu Tarkoma (IEEE Internet Things J., 2024)

Federated Learning on 5G Edge for Industrial Internet of Things. - Xiaoli Liu 005; Xiang Su; Guillermo del Campo; Jacky Cao; Boyu Fan; Edgar Saavedra; Asunción Santamaria; Juha Röning; Pan Hui 001; Sasu Tarkoma (IEEE Netw., 2025)

Federated Learning Meets Urban Opportunistic Crowdsensing in 6G Networks: Opportunities, Challenges, and Optimization Potentials. - Wenjun Zhang 013; Xiaoli Liu 005; Chao Zhu 002; Samu Varjonen; Fangxin Wang 001; Sasu Tarkoma (IEEE Netw., 2025)

FPSelector: A Flexible Path Selector for Mobile Augmented Reality Offloading. - Yuanwei Zhu; Yakun Huang; Xiuquan Qiao; Xiaoli Liu 005; Xiang Su; Anna Brunström; Özgü Alay; Sasu Tarkoma (IEEE Trans. Mob. Comput., 2025)