Tianyi Li

Orcid: 0000-0001-5424-6442

Affiliations:

Aalborg University, Department of Computer Science, Denmark
Northeastern University, School of Computer Science and Engineering, Shenyang, China (former)

According to our database¹, Tianyi Li authored at least 44 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Article

PhD thesis

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Bibliography

2025

Blockchain and Federated Learning in P2P Energy Trading: Privacy Protection and Prosumer Incentives.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, December, 2025

Moon: A Modality Conversion-based Efficient Multivariate Time Series Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, October, 2025

Advancing Knowledge Tracing by Exploring Follow-up Performance Trends.

[BibT_eX]

[DOI]

CoRR, August, 2025

MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data (Extended Version).

[BibT_eX]

[DOI]

CoRR, July, 2025

OneDB: A Distributed Multi-Metric Data Similarity Search System.

[BibT_eX]

[DOI]

CoRR, July, 2025

SWASH: A Flexible Communication Framework with Sliding Window-Based Cache Sharing for Scalable DGNN Training.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, June, 2025

Joint V2V Group Association and Transmission Power Control in Federated Vehicular Networks.

[BibT_eX]

[DOI]

Zolaikha Zolfagharian

Jiong Yu

Tingwen Huang

IEEE Internet Things J., June, 2025

ACTIVE: Continuous Similarity Search for Vessel Trajectories.

[BibT_eX]

[DOI]

CoRR, April, 2025

UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2025

SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., March, 2025

Digital Twin for Secure Peer-to-Peer Trading in Cyber-Physical Energy Systems.

[BibT_eX]

[DOI]

Yushuai Li

Peiyuan Guan

Tianyi Li

Kim Guldstrand Larsen

IEEE Trans. Netw. Sci. Eng., 2025

Kano Model for Enhanced Satisfaction in User-Centric EV Charging and P2P Energy Trading.

[BibT_eX]

[DOI]

Kim Guldstrand Larsen

Christian S. Jensen

Proceedings of the 101st IEEE Vehicular Technology Conference, 2025

A Multi-Modal Knowledge-Enhanced Framework for Vessel Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the 19th International Symposium on Spatial and Temporal Data, 2025

VGQ: Enabling Verifiable Graph Queries on Blockchain Systems.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

<i>Camel:</i> Efficient Compression of Floating-Point Time Series.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2024

Estimator: An Effective and Scalable Framework for Transportation Mode Classification Over Trajectories.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., November, 2024

T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., November, 2024

LEAP: A Low-cost Spark SQL Query Optimizer using Pairwise Comparison.

[BibT_eX]

[DOI]

Proc. VLDB Endow., November, 2024

Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification.

[BibT_eX]

[DOI]

Proc. VLDB Endow., October, 2024

CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2024

Efficient Cost Modeling of Space-filling Curves.

[BibT_eX]

[DOI]

Renata Borovica-Gajic

Jianzhong Qi

Proc. VLDB Endow., September, 2024

A Demonstration of TENDS: Time Series Management System based on Model Selection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2024

FedAPT: Joint Adaptive Parameter Freezing and Resource Allocation for Communication-Efficient Federated Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2024

Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2024

FedAGL: A Communication-Efficient Federated Vehicular Network.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Veh., February, 2024

Digital Twin-Empowered Voltage Control for Power Systems.

[BibT_eX]

[DOI]

Kim Guldstrand Larsen

Tianyi Li

CoRR, 2024

UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings.

[BibT_eX]

[DOI]

CoRR, 2024

TSec: An Efficient and Effective Framework for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

SWISP: Distributed Convoy Mining via Sliding Window-based Indexing and Sub-track Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Real-time Workload Pattern Analysis for Large-scale Cloud Databases.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Efficient Cost Modeling of Space-filling Curves.

[BibT_eX]

[DOI]

CoRR, 2023

Unsupervised Entity Alignment for Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

SEA: A Scalable Entity Alignment System.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

Distributed Resilient Double-Gradient-Descent Based Energy Management Strategy for Multi-Energy System Under DoS Attacks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2022

ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Evolutionary Clustering of Moving Objects.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

TRACE: Real-time Compression of Streaming Trajectories in Road Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Evolutionary Clustering of Streaming Trajectories.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Compression of Uncertain Trajectories in Road Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

2017

An Effective and Efficient Truth Discovery Framework over Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

Tianyi Li

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