Tong Li

Orcid: 0000-0002-4343-703X

Affiliations:
  • University of Helsinki, Finland
  • Hong Kong University of Science and Technology, Hong Kong, SAR, China (former)
  • Hunan University, College of Computer Science and Electronic Engineering, Changsha, China (former)


According to our database1, Tong Li authored at least 69 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2025
Digital Twin Enhanced Multi-Agent Reinforcement Learning for Large-Scale Mobile Network Coverage Optimization.
ACM Trans. Knowl. Discov. Data, January, 2025

A Multiscale Discriminative Attack Method for Automatic Modulation Classification.
IEEE Trans. Inf. Forensics Secur., 2025

2024
Coverage Optimization for Large-Scale Mobile Networks With Digital Twin and Multi-Agent Reinforcement Learning.
IEEE Trans. Wirel. Commun., December, 2024

KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction.
ACM Trans. Intell. Syst. Technol., December, 2024

Architecting Autonomous Network Management and Control via Intent-Driven Decoupled Network.
IEEE Netw., November, 2024

Physics-Informed Neural Networks for Path Loss Estimation by Solving Electromagnetic Integral Equations.
IEEE Trans. Wirel. Commun., October, 2024

Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN.
ACM Trans. Knowl. Discov. Data, September, 2024

Generative AI-Driven Digital Twin for Mobile Networks.
IEEE Netw., September, 2024

Mitigating Energy Consumption in Heterogeneous Mobile Networks Through Data-Driven Optimization.
IEEE Trans. Netw. Serv. Manag., August, 2024

Demand-driven Urban Facility Visit Prediction.
ACM Trans. Intell. Syst. Technol., April, 2024

NetDiff: A Service-Guided Hierarchical Diffusion Model for Network Flow Trace Generation.
Proc. ACM Netw., 2024

A Survey on Human-Centric LLMs.
CoRR, 2024

A Survey on Mean-Field Game for Dynamic Management and Control in Space-Air-Ground Network.
IEEE Commun. Surv. Tutorials, 2024

Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Sustainable Connections: Exploring Energy Efficiency in 5G Networks.
Proceedings of the 20th International Conference on emerging Networking EXperiments and Technologies, 2024

2023
CityNeuro: Towards Location and Time Prediction for Urban Abnormal Events.
IEEE Trans. Knowl. Data Eng., December, 2023

DMGAN: Dynamic Multi-Hop Graph Attention Network for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng., September, 2023

Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.
ACM Trans. Intell. Syst. Technol., August, 2023

You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior.
ACM Trans. Intell. Syst. Technol., August, 2023

Understanding the Long-Term Dynamics of Mobile App Usage Context via Graph Embedding.
IEEE Trans. Knowl. Data Eng., March, 2023

Understanding the Long-Term Evolution of Mobile App Usage.
IEEE Trans. Mob. Comput., 2023

Inferring Origin-Destination Flows From Population Distribution.
IEEE Trans. Knowl. Data Eng., 2023

How AI-driven Digital Twins Can Empower Mobile Networks.
CoRR, 2023

A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities.
CoRR, 2023

Carbon emissions and sustainability of launching 5G mobile networks in China.
CoRR, 2023

Demo: Scalable Digital Twin System for Mobile Networks with Generative AI.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Practical Synthetic Human Trajectories Generation Based on Variational Point Processes.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Empowering Spatial Knowledge Graph for Mobile Traffic Prediction.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage.
IEEE Trans. Mob. Comput., 2022

Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks.
ACM Trans. Intell. Syst. Technol., 2022

Urban Anomaly Analytics: Description, Detection, and Prediction.
IEEE Trans. Big Data, 2022

A mean field game-theoretic cross-layer optimization for multi-hop swarm UAV communications.
J. Commun. Networks, 2022

DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction.
CoRR, 2022

Smartphone App Usage Analysis: Datasets, Methods, and Applications.
IEEE Commun. Surv. Tutorials, 2022

Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Intent-Driven QoS-Aware Routing Management for Flying Ad hoc Networks.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

Network Traffic Overload Prediction with Temporal Graph Attention Convolutional Networks.
Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

Predicting Multi-level Socioeconomic Indicators from Structural Urban Imagery.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ISFC: Intent-driven Service Function Chaining for Satellite Networks.
Proceedings of the 27th Asia Pacific Conference on Communications, 2022

2021
Interactive Artificial Intelligence Meets Game Theory in Next-Generation Communication Networks.
IEEE Wirel. Commun., 2021

Game Theoretical Approaches for Cooperative UAV NOMA Networks.
IEEE Wirel. Commun., 2021

Lifecycle-Aware Online Video Caching.
IEEE Trans. Mob. Comput., 2021

A self-adapting hierarchical actions and structures joint optimization framework for automatic design of robotic and animation skeletons.
Soft Comput., 2021

Edge Intelligence: Empowering Intelligence to the Edge of Network.
Proc. IEEE, 2021

The Impact of Covid-19 on Smartphone Usage.
IEEE Internet Things J., 2021

Passive Health Monitoring Using Large Scale Mobility Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Joint Power Control and Scheduling for High-Dynamic Multi-Hop UAV Communication: A Robust Mean Field Game.
IEEE Access, 2021

Reservation and Traffic Intent-Aware Dynamic Resource Allocation for FANET.
Proceedings of the 21st International Conference on Communication Technology, 2021

2020
A Survey on Edge Intelligence.
CoRR, 2020

"What Apps Did You Use?": Understanding the Long-term Evolution of Mobile App Usage.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Multi-View Joint Graph Representation Learning for Urban Region Embedding.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Force9: Force-assisted Miniature Keyboard on Smart Wearables.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

2019
Quadmetric Optimized Thumb-to-Finger Interaction for Force Assisted One-Handed Text Entry on Mobile Headsets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Data Collection and Node Counting by Opportunistic Communication.
Proceedings of the 2019 IFIP Networking Conference, 2019

A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Driving Big Data: A First Look at Driving Behavior via a Large-Scale Private Car Dataset.
Proceedings of the 35th IEEE International Conference on Data Engineering Workshops, 2019

2018
Blockchain-Based Data Sharing System for AI-Powered Network Operations.
J. Commun. Inf. Networks, 2018

Barriers in Seamless QoS for Mobile Applications.
CoRR, 2018

2017
On Enhancing Energy Efficiency via Elastic Cell-Zooming Algorithm in Three-Tier Heterogeneous Wireless Networks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2017

2016
Dynamic PCI allocation on avoiding handover confusion via cell status prediction in LTE heterogeneous small cell networks.
Wirel. Commun. Mob. Comput., 2016

Analytical Study on Multi-Tier 5G Heterogeneous Small Cell Networks: Coverage Performance and Energy Efficiency.
Sensors, 2016

A Nonlinear Framework of Delayed Particle Smoothing Method for Vehicle Localization under Non-Gaussian Environment.
Sensors, 2016

Performance Analysis of Co- and Cross-tier Device-to-Device Communication Underlaying Macro-small Cell Wireless Networks.
KSII Trans. Internet Inf. Syst., 2016

Resource allocation via hierarchical clustering in dense small cell networks: A correlated equilibrium approach.
Proceedings of the 27th IEEE Annual International Symposium on Personal, 2016

Apollonius Circles Based Outbound Handover in Macro-Small Wireless Cellular Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

On mitigating interference under device-to-device communication in macro-small cell networks.
Proceedings of the International Conference on Computer, 2016


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