Yang Liu

Orcid: 0000-0001-7604-8279

Affiliations:
  • Potsdam Institute for Climate Impact Research, Potsdam Institute for Climate Impact Research, Germany
  • Technical University of Berlin, Department of Computer Science, Germany


According to our database1, Yang Liu authored at least 28 papers between 2015 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
PSPA-Bench: A Personalized Benchmark for Smartphone GUI Agent.
CoRR, March, 2026

Efficient Edge Immunization Strategies for Diffusion Containment in Social Networks.
IEEE Trans. Dependable Secur. Comput., 2026

An efficient dual-balanced-influence optimization approach for target influence maximization in complex networks.
Commun. Nonlinear Sci. Numer. Simul., 2026

Modeling Trend Dynamics with Variational Neural ODEs for Information Popularity Prediction.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Flow to Candidate: Temporal Knowledge Graph Reasoning With Candidate-Oriented Relational Graph.
IEEE Trans. Neural Networks Learn. Syst., April, 2025

Efficient Continuous Network Dismantling.
IEEE Trans. Syst. Man Cybern. Syst., February, 2025

Diffusion Source Inference for Large-Scale Complex Networks Based on Network Percolation.
IEEE Trans. Neural Networks Learn. Syst., January, 2025

Using samples with label noise for robust continual learning.
Neural Networks, 2025

AI-enhanced robust method for integrated healthcare resource pre-positioning and patient scheduling.
Int. J. Prod. Res., 2025

An efficient structure-driven multiplex network dismantling approach based on network percolation.
Expert Syst. Appl., 2025

PLGNN: graph neural networks via adaptive feature perturbation and high-way links.
Complex Intell. Syst., 2025

Enhancing Infectious Disease Forecasting via Epidemiology-Informed Adaptive Spatio-Temporal Graph Neural Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024
Fast Outbreak Sense and Effective Source Inference via Minimum Observer Set.
IEEE/ACM Trans. Netw., August, 2024

Efficient approaches for attaining epidemic-free networks with minimum edge removal set.
Commun. Nonlinear Sci. Numer. Simul., March, 2024

Vital Nodes Identification via Evolutionary Algorithm With Percolation Optimization in Complex Networks.
IEEE Trans. Netw. Sci. Eng., 2024

Diffusion Containment in Complex Networks Through Collective Influence of Connections.
IEEE Trans. Inf. Forensics Secur., 2024

Generic network sparsification via degree- and subgraph-based edge sampling.
Inf. Sci., 2024

Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction.
Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

A General Black-box Adversarial Attack on Graph-based Fake News Detectors.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Relation-Entity Hybrid Learning Graph Model for Few-Shot Temporal Knowledge Graph Forecasting.
Proceedings of the Database Systems for Advanced Applications, 2024

2023
Unsupervised feature selection through combining graph learning and ℓ2,0-norm constraint.
Inf. Sci., April, 2023

2022
PrEF: Percolation-based Evolutionary Framework for the diffusion-source-localization problem in large networks.
CoRR, 2022

2021
Identification of nodes and Networks: robustness, immunization, and explosive synchronization.
PhD thesis, 2021

2019
Framework of Evolutionary Algorithm for Investigation of Influential Nodes in Complex Networks.
IEEE Trans. Evol. Comput., 2019

Frequency-truncation fast-slow analysis for parametrically and externally excited systems with two slow incommensurate excitation frequencies.
Commun. Nonlinear Sci. Numer. Simul., 2019

2018
Physarum polycephalum assignment: a new attempt for fuzzy user equilibrium.
Soft Comput., 2018

2017
A bio-inspired algorithm for solving bi-objective shortest-path problem.
Int. J. Inf. Commun. Technol., 2017

2015
A New Mutation for Traveling Salesman Problem by Physarum Polycephalum.
Int. J. Unconv. Comput., 2015


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