Tong Li

86 papers A* 8A 3B 4Journal 64Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
All Cities are Equal: A Unified Human Mobility Generation Model Enabled by LLMs.
CoRR
Bo Liu, Tong Li, Zhu Xiao, Ruihui Li, Geyong Min, Zhuo Tang, Kenli Li
2026 J jnl
AppGen: Mobility-Aware App Usage Behavior Generation for Mobile Users.
IEEE Trans. Mob. Comput.
Zihan Huang, Tong Li, Yong Li
2026 J jnl
Collaborative Perception and Computing Offloading in 6G Air-Ground Integrated Networks.
IEEE J. Sel. Areas Commun.
Hongbo Jiang, Jianghao Guo, Zhu Xiao, Kehua Yang, Tong Li, Bo Li
2026 J jnl
GenNet: A Generative AI-Driven Mobile Network Simulator for Multi-Objective Network Optimization With RL.
IEEE Trans. Mob. Comput.
Weikang Su, Tong Li, Wenzhen Huang, Zihan Huang, Yong Li
2026 J jnl
Jamming Signal Power Detection Based on Masked Convolutional Encoder-Decoder Network.
IEEE Trans. Cogn. Commun. Netw.
Jing Bai, Liangxing Si, Zhu Xiao, Xinyue Jiang, Tong Li, Yonghu Zhang, Licheng Jiao
2026 J jnl
Joint Energy-Efficient and Throughput Optimization in Large-Scale Mobile Networks via Safe Hierarchical MARL.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Tong Li, Wenzhen Huang, Dusit Niyato, Yong Li
2026 J jnl
Jointly Optimizing Deployment and Antenna of Base Stations Using Hierarchical Reinforcement Learning.
ACM Trans. Knowl. Discov. Data
Weikang Su, Haoqiang Liu, Tong Li, Xingzai Lv, Hua Rui, Wenzhen Huang, Zhaocheng Wang, Yong Li
2026 J jnl
Passive UAV Detection Based on Channel Estimation and Temporal Variation Network.
IEEE Trans. Wirel. Commun.
Jing Bai, Zhuo Zhang, Zhu Xiao, Huaji Zhou, Yong Qiang Hei, Xiaohui Liu, Tong Li, Licheng Jiao
2026 J jnl
Robustness-Enhanced Narrowband Interference Detection by Utilizing Unlabeled Data.
IEEE Trans. Wirel. Commun.
Zhu Xiao, Rui Wang, Chunhui Ou, Hongbo Jiang, Tong Li, Geyong Min, Zhu Han
2026 J jnl
SMAUG: Semantic-Enhanced Mobile App Usage Data Generation With LLM.
IEEE Trans. Serv. Comput.
Zihan Huang, Tong Li, Yong Li
2026 J jnl
UniRM: A Universal Large Model for Multiband 3D Radio Map Construction.
IEEE J. Sel. Areas Commun.
Xinyue Jiang, Tong Li, Zhu Xiao, Ke Chen, Shuai Ma, Zhaocheng Wang, Keqin Li
2025 J jnl
A Multiscale Discriminative Attack Method for Automatic Modulation Classification.
IEEE Trans. Inf. Forensics Secur.
Jing Bai, Chang Ge, Zhu Xiao, Hongbo Jiang, Tong Li, Huaji Zhou, Licheng Jiao
2025 J jnl
A Survey of Large Language Model-Powered Spatial Intelligence Across Scales: Advances in Embodied Agents, Smart Cities, and Earth Science.
CoRR
Jie Feng, Jinwei Zeng, Qingyue Long, Hongyi Chen, Jie Zhao, Yanxin Xi, Zhilun Zhou, Yuan Yuan, Shengyuan Wang, Qingbin Zeng, Songwei Li, Yunke Zhang, Yuming Lin, Tong Li, Jingtao Ding, Chen Gao, Fengli Xu, Yong Li
2025 J jnl
An LLM-Enhanced Conditional Diffusion Model for Mobile Traffic Prediction.
IEEE Commun. Mag.
Zhu Xiao, Rui Wang, Jing Bai, Tong Li, Shiyuan Zhang, Keqin Li, Zhu Han
2025 J jnl
Compound Interference Recognition for GNSS via Integrating Time-Frequency With Power Spectrum Features.
IEEE Trans. Aerosp. Electron. Syst.
Zhu Xiao, Xinyue Jiang, Tao Li, Tong Li, Yonghu Zhang, Siwang Zhou
2025 J jnl
Digital Twin Enhanced Multi-Agent Reinforcement Learning for Large-Scale Mobile Network Coverage Optimization.
ACM Trans. Knowl. Discov. Data
Haoqiang Liu, Weikang Su, Tong Li, Wenzhen Huang, Yong Li
2025 J jnl
Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications.
ACM Comput. Surv.
Tong Li, Qingyue Long, Haoye Chai, Shiyuan Zhang, Fenyu Jiang, Haoqiang Liu, Wenzhen Huang, Depeng Jin, Yong Li
2025 J jnl
LSDM: LLM-Enhanced Spatio-temporal Diffusion Model for Service-Level Mobile Traffic Prediction.
CoRR
Shiyuan Zhang, Tong Li, Zhu Xiao, Hongyang Du, Kaibin Huang
2025 J jnl
Parameter Estimation for Adaptive Impulsive Noise Suppression: A Deep Learning-Based Memoryless Nonlinearity Approach.
IEEE Trans. Broadcast.
Zhu Xiao, Yiqiu Zhang, Tong Li, Jing Bai, Siwang Zhou, Yonghu Zhang
2025 J jnl
Predicting Mobile App Usage With Context-Aware Dynamic Hypergraphs.
IEEE Trans. Mob. Comput.
Zihan Huang, Tong Li, Xing Wang, Kexin Yang, Chao Deng, Junlan Feng, Yong Li
2025 J jnl
Profit optimized task scheduling for vehicular fog computing.
Wirel. Networks
Umber Saleem, Sobia Jangsher, Tong Li, Yong Li
2025 J jnl
STTF: A Spatiotemporal Transformer Framework for Multi-task Mobile Network Prediction.
IEEE Trans. Mob. Comput.
Jiahui Gong, Yu Liu, Tong Li, Jingtao Ding, Zhaocheng Wang, Depeng Jin
2025 J jnl
Vehicle Trajectory Data Processing, Analytics, and Applications: A Survey.
ACM Comput. Surv.
Chenxi Liu, Zhu Xiao, Wangchen Long, Tong Li, Hongbo Jiang, Keqin Li
2025 J jnl
ViewCAM: A Weakly Supervised Building Extraction Method Based on View Consistency and Feature Affinity Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Jing Bai, Mansu Gu, Zheng Chen, Tong Li, Zhu Xiao, Ping Li, Licheng Jiao
2024 J jnl
A Survey on Human-Centric LLMs.
CoRR
Jing Yi Wang, Nicholas Sukiennik, Tong Li, Weikang Su, Qianyue Hao, Jingbo Xu, Zihan Huang, Fengli Xu, Yong Li
2024 J jnl
AppGen: Mobility-aware App Usage Behavior Generation for Mobile Users.
CoRR
Zihan Huang, Tong Li, Yong Li
2024 J jnl
Coverage Optimization for Large-Scale Mobile Networks With Digital Twin and Multi-Agent Reinforcement Learning.
IEEE Trans. Wirel. Commun.
Haoqiang Liu, Tong Li, Fenyu Jiang, Weikang Su, Zhaocheng Wang
2024 J jnl
Demand-driven Urban Facility Visit Prediction.
ACM Trans. Intell. Syst. Technol.
Yunke Zhang, Tong Li, Yuan Yuan, Fengli Xu, Fan Yang, Funing Sun, Yong Li
2024 J jnl
Generative AI-Driven Digital Twin for Mobile Networks.
IEEE Netw.
Haoye Chai, Huandong Wang, Tong Li, Zhaocheng Wang
2024 J jnl
KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction.
ACM Trans. Intell. Syst. Technol.
Jiahui Gong, Tong Li, Huandong Wang, Yu Liu, Xing Wang, Zhendong Wang, Chao Deng, Junlan Feng, Depeng Jin, Yong Li
2024 — conf
Knowledge Guided Conditional Diffusion Model for Controllable Mobile Traffic Generation.
WWW (Companion Volume)
Haoye Chai, Tong Li, Fenyu Jiang, Shiyuan Zhang, Yong Li
2024 J jnl
Mitigating Energy Consumption in Heterogeneous Mobile Networks Through Data-Driven Optimization.
IEEE Trans. Netw. Serv. Manag.
Yibo Ma, Tong Li, Yan Zhou, Li Yu, Depeng Jin
2024 J jnl
Mobile User Traffic Generation Via Multi-Scale Hierarchical GAN.
ACM Trans. Knowl. Discov. Data
Tong Li, Shuodi Hui, Shiyuan Zhang, Huandong Wang, Yuheng Zhang, Pan Hui, Depeng Jin, Yong Li
2024 J jnl
NetDiff: A Service-Guided Hierarchical Diffusion Model for Network Flow Trace Generation.
Proc. ACM Netw.
Shiyuan Zhang, Tong Li, Depeng Jin, Yong Li
2024 J jnl
Physics-Informed Neural Networks for Path Loss Estimation by Solving Electromagnetic Integral Equations.
IEEE Trans. Wirel. Commun.
Fenyu Jiang, Tong Li, Xingzai Lv, Hua Rui, Depeng Jin
2024 — conf
Sustainable Connections: Exploring Energy Efficiency in 5G Networks.
CoNEXT (Short Papers)
Yibo Ma, Tong Li, Yuwei Du, Schahram Dustdar, Zhaocheng Wang, Yong Li
2023 J jnl
A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities.
CoRR
Yanxin Xi, Yu Liu, Tong Li, Jintao Ding, Yunke Zhang, Sasu Tarkoma, Yong Li, Pan Hui
2023 J jnl
Carbon emissions and sustainability of launching 5G mobile networks in China.
CoRR
Tong Li, Li Yu, Yibo Ma, Tong Duan, Wenzhen Huang, Yan Zhou, Depeng Jin, Yong Li, Tao Jiang
2023 J jnl
CityNeuro: Towards Location and Time Prediction for Urban Abnormal Events.
IEEE Trans. Knowl. Data Eng.
Mingyang Zhang, Tong Li, Pan Hui
2023 J jnl
DMGAN: Dynamic Multi-Hop Graph Attention Network for Traffic Forecasting.
IEEE Trans. Knowl. Data Eng.
Rui Li, Fan Zhang, Tong Li, Ning Zhang, Tingting Zhang
2023 A* conf
Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph.
KDD
Shiyuan Zhang, Tong Li, Shuodi Hui, Guangyu Li, Yanping Liang, Li Yu, Depeng Jin, Yong Li
2023 A conf
Demo: Scalable Digital Twin System for Mobile Networks with Generative AI.
MobiSys
Jiahui Gong, Qiaohong Yu, Tong Li, Haoqiang Liu, Jun Zhang, Hangyu Fan, Depeng Jin, Yong Li
2023 — conf
Empowering Spatial Knowledge Graph for Mobile Traffic Prediction.
SIGSPATIAL/GIS
Jiahui Gong, Yu Liu, Tong Li, Haoye Chai, Xing Wang, Junlan Feng, Chao Deng, Depeng Jin, Yong Li
2023 A* conf
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection.
WWW
Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou
2023 J jnl
FedACK: Federated Adversarial Contrastive Knowledge Distillation for Cross-Lingual and Cross-Model Social Bot Detection.
CoRR
Yingguang Yang, Renyu Yang, Hao Peng, Yangyang Li, Tong Li, Yong Liao, Pengyuan Zhou
2023 J jnl
How AI-driven Digital Twins Can Empower Mobile Networks.
CoRR
Tong Li, Fenyu Jiang, Qiaohong Yu, Wenzhen Huang, Tao Jiang, Depeng Jin
2023 J jnl
Inferring Origin-Destination Flows From Population Distribution.
IEEE Trans. Knowl. Data Eng.
Can Rong, Tong Li, Jie Feng, Yong Li
2023 A* conf
Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns.
KDD
Shuodi Hui, Huandong Wang, Tong Li, Xinghao Yang, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng, Pan Hui, Depeng Jin, Yong Li
2023 J jnl
Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.
ACM Trans. Intell. Syst. Technol.
Tong Li, Yanxin Xi, Huandong Wang, Yong Li, Sasu Tarkoma, Pan Hui
2023 A* conf
Practical Synthetic Human Trajectories Generation Based on Variational Point Processes.
KDD
Qingyue Long, Huandong Wang, Tong Li, Lisi Huang, Kun Wang, Qiong Wu, Guangyu Li, Yanping Liang, Li Yu, Yong Li
2023 A conf
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands.
CIKM
Wenzhen Huang, Tong Li, Yuting Cao, Zhe Lyu, Yanping Liang, Li Yu, Depeng Jin, Junge Zhang, Yong Li
2023 J jnl
Understanding the Long-Term Dynamics of Mobile App Usage Context via Graph Embedding.
IEEE Trans. Knowl. Data Eng.
Yali Fan, Zhen Tu, Tong Li, Hancheng Cao, Tong Xia, Yong Li, Xiang Chen, Lin Zhang
2023 J jnl
Understanding the Long-Term Evolution of Mobile App Usage.
IEEE Trans. Mob. Comput.
Tong Li, Yali Fan, Yong Li, Sasu Tarkoma, Pan Hui
2023 J jnl
You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior.
ACM Trans. Intell. Syst. Technol.
Tong Li, Yong Li, Mingyang Zhang, Sasu Tarkoma, Pan Hui
2022 A* conf
Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests.
WWW
Yanxin Xi, Tong Li, Huandong Wang, Yong Li, Sasu Tarkoma, Pan Hui
2022 J jnl
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity Prediction.
CoRR
Yinfeng Li, Chen Gao, Quanming Yao, Tong Li, Depeng Jin, Yong Li
2022 — conf
Network Traffic Overload Prediction with Temporal Graph Attention Convolutional Networks.
ICC Workshops
Qiaohong Yu, Huandong Wang, Tong Li, Depeng Jin, Xing Wang, Lin Zhu, Junlan Feng, Chao Deng
2022 A conf
Predicting Multi-level Socioeconomic Indicators from Structural Urban Imagery.
CIKM
Tong Li, Shiduo Xin, Yanxin Xi, Sasu Tarkoma, Pan Hui, Yong Li
2022 J jnl
Smartphone App Usage Analysis: Datasets, Methods, and Applications.
IEEE Commun. Surv. Tutorials
Tong Li, Tong Xia, Huandong Wang, Zhen Tu, Sasu Tarkoma, Zhu Han, Pan Hui
2022 J jnl
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage.
IEEE Trans. Mob. Comput.
Tong Li, Yong Li, Mohammad Ashraful Hoque, Tong Xia, Sasu Tarkoma, Pan Hui
2022 J jnl
Urban Anomaly Analytics: Description, Detection, and Prediction.
IEEE Trans. Big Data
Mingyang Zhang, Tong Li, Yue Yu, Yong Li, Pan Hui, Yu Zheng
2022 J jnl
Utility-aware and Privacy-preserving Trajectory Synthesis Model that Resists Social Relationship Privacy Attacks.
ACM Trans. Intell. Syst. Technol.
Zhirun Zheng, Zhetao Li, Jie Li, Hongbo Jiang, Tong Li, Bin Guo
2021 J jnl
A self-adapting hierarchical actions and structures joint optimization framework for automatic design of robotic and animation skeletons.
Soft Comput.
Zhiyang Xiang, Chuang Xiang, Tong Li, Yibo Guo
2021 J jnl
Edge Intelligence: Empowering Intelligence to the Edge of Network.
Proc. IEEE
Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Tao Jiang, Jon Crowcroft, Pan Hui
2021 J jnl
Lifecycle-Aware Online Video Caching.
IEEE Trans. Mob. Comput.
Tong Li, Tristan Braud, Yong Li, Pan Hui
2021 J jnl
Passive Health Monitoring Using Large Scale Mobility Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yunke Zhang, Fengli Xu, Tong Li, Vassilis Kostakos, Pan Hui, Yong Li
2021 J jnl
The Impact of Covid-19 on Smartphone Usage.
IEEE Internet Things J.
Tong Li, Mingyang Zhang, Yong Li, Eemil Lagerspetz, Sasu Tarkoma, Pan Hui
2020 A* conf
"What Apps Did You Use?": Understanding the Long-term Evolution of Mobile App Usage.
WWW
Tong Li, Mingyang Zhang, Hancheng Cao, Yong Li, Sasu Tarkoma, Pan Hui
2020 J jnl
A Survey on Edge Intelligence.
CoRR
Dianlei Xu, Tong Li, Yong Li, Xiang Su, Sasu Tarkoma, Pan Hui
2020 B conf
Force9: Force-assisted Miniature Keyboard on Smart Wearables.
ICMI
Lik Hang Lee, Ngo Yan Yeung, Tristan Braud, Tong Li, Xiang Su, Pan Hui
2020 A* conf
Multi-View Joint Graph Representation Learning for Urban Region Embedding.
IJCAI
Mingyang Zhang, Tong Li, Yong Li, Pan Hui
2020 J jnl
Urban Anomaly Analytics: Description, Detection, and Prediction.
CoRR
Mingyang Zhang, Tong Li, Yue Yu, Yong Li, Pan Hui, Yu Zheng
2019 A* conf
A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data.
IJCAI
Mingyang Zhang, Tong Li, Hongzhi Shi, Yong Li, Pan Hui
2019 B conf
Data Collection and Node Counting by Opportunistic Communication.
Networking
Tong Li, Sylvia T. Kouyoumdjieva, Gunnar Karlsson, Pan Hui
2019 — conf
Driving Big Data: A First Look at Driving Behavior via a Large-Scale Private Car Dataset.
ICDE Workshops
Tong Li, Ahmad Yousef Alhilal, Anlan Zhang, Mohammad Ashraful Hoque, Dimitris Chatzopoulos, Zhu Xiao, Yong Li, Pan Hui
2019 J jnl
Quadmetric Optimized Thumb-to-Finger Interaction for Force Assisted One-Handed Text Entry on Mobile Headsets.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Lik Hang Lee, Kit-Yung Lam, Tong Li, Tristan Braud, Xiang Su, Pan Hui
2018 J jnl
Barriers in Seamless QoS for Mobile Applications.
CoRR
Mohammad Ashraful Hoque, Hassan Abbas, Tong Li, Yong Li, Pan Hui, Sasu Tarkoma
2018 J jnl
Blockchain-Based Data Sharing System for AI-Powered Network Operations.
J. Commun. Inf. Networks
Guozhen Zhang, Tong Li, Yong Li, Pan Hui, Depeng Jin
2017 — conf
On Enhancing Energy Efficiency via Elastic Cell-Zooming Algorithm in Three-Tier Heterogeneous Wireless Networks.
WASA
Zhu Xiao, Shuangchun Li, Tong Li, Dong Wang
2016 J jnl
A Nonlinear Framework of Delayed Particle Smoothing Method for Vehicle Localization under Non-Gaussian Environment.
Sensors
Zhu Xiao, Vincent Havyarimana, Tong Li, Dong Wang
2016 J jnl
Analytical Study on Multi-Tier 5G Heterogeneous Small Cell Networks: Coverage Performance and Energy Efficiency.
Sensors
Zhu Xiao, Hongjing Liu, Vincent Havyarimana, Tong Li, Dong Wang
2016 B conf
Apollonius Circles Based Outbound Handover in Macro-Small Wireless Cellular Networks.
GLOBECOM
Zhu Xiao, Tong Li, Wenchi Cheng, Dong Wang
2016 J jnl
Dynamic PCI allocation on avoiding handover confusion via cell status prediction in LTE heterogeneous small cell networks.
Wirel. Commun. Mob. Comput.
Zhu Xiao, Tong Li, Wei Ding, Dong Wang, Jie Zhang
2016 — conf
On mitigating interference under device-to-device communication in macro-small cell networks.
CITS
Wenjie Chen, Tong Li, Zhu Xiao, Dong Wang
2016 J jnl
Performance Analysis of Co- and Cross-tier Device-to-Device Communication Underlaying Macro-small Cell Wireless Networks.
KSII Trans. Internet Inf. Syst.
Tong Li, Zhu Xiao, Hassana Maigary Georges, Zhinian Luo, Dong Wang
2016 B conf
Resource allocation via hierarchical clustering in dense small cell networks: A correlated equilibrium approach.
PIMRC
Zhu Xiao, Jianzhi Yu, Tong Li, Zhiyang Xiang, Dong Wang, Wenjie Chen