Xin Zheng

Orcid: 0000-0003-0915-7787

Affiliations:

Griffith University, Queensland, Australia

According to our database¹, Xin Zheng authored at least 43 papers between 2018 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Graph Neural Networks for Graphs With Heterophily: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., July, 2026

ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability.

[BibT_eX]

[DOI]

CoRR, May, 2026

ReCoG: Relational and Compact Context Graph Learning for Few-shot Molecular Property Prediction.

[BibT_eX]

[DOI]

CoRR, May, 2026

Bridging Sequence and Graph Structure for Epigenetic Age Prediction.

[BibT_eX]

[DOI]

CoRR, May, 2026

GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems.

[BibT_eX]

[DOI]

CoRR, March, 2026

Multi-Source Unsupervised Graph Domain Adaptation via Concise Propagation-Transformation Pipeline.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Spiking Graph Predictive Coding for Reliable OOD Generalization.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Graph Neural Network Model Transferability Estimation via Decomposition-Augmented Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

IAMRec: Intent-Adaptive Multimodal Recommendation with Collaborative-Modality Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

2025

Few-shot Molecular Property Prediction: A Survey.

[BibT_eX]

[DOI]

CoRR, October, 2025

Graph neural architecture search with large language models.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2025

Efficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

SpecG: A Spectral-Based Framework for Effective Graph Pretraining and Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

VCC-Fed: A Multi-task Federated Learning Paradigm with Versatile Collaborative Clients.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

Data-Free Model Extraction for Black-box Recommender Systems via Graph Convolutions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Test-Time Graph Neural Dataset Search With Generative Projection.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Long-Tailed Federated Learning with Fixed Classifier.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Test-Time Graph Rebirth for GNN Generalization Under Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2025

Test-Time GNN Model Evaluation on Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2025

PAFedMIS: Personalized Asynchronous Federated Learning for Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

OASIS: Harnessing Diffusion Adversarial Network for Ocean Salinity Imputation using Sparse Drifter Trajectories.

[BibT_eX]

[DOI]

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Online GNN Evaluation Under Test-time Graph Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Robust Physical-World Attacks on Face Recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Graph Neural Architecture Search with GPT-4.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Data-centric Graph Machine Learning: Review and Outlook.

[BibT_eX]

[DOI]

CoRR, 2023

Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data.

[BibT_eX]

[DOI]

Xin Zheng

Miao Zhang

Chunyang Chen

Quoc Viet Hung Nguyen

Xingquan Zhu

Shirui Pan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Graph Neural Networks for Graphs with Heterophily: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Joint Graph-Sequence Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Rom Uddamvathanak

Xin Zheng

Shirui Pan

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Relational Graph Neural Architecture Search with Fine-grained Message Passing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Thrifty Neural Architecture Search for Medical Image Segmentation (Student Abstract).

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multi-scale Multi-attention Network for Moiré Document Image Binarization.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2021

2020

BLAN: Bi-directional ladder attentive network for facial attribute prediction.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

A Survey of Deep Facial Attribute Analysis.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

2019

$$\hbox {U}^2\hbox {F}^2\hbox {S}^2$$ U 2 F 2 S 2 : Uncovering Feature-level Similarities for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Neural Process. Lett., 2019

Moiré Pattern Removal with Multi-scale Feature Enhancing Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Adversarial Iris Super Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Biometrics, 2019

2018

A Survey to Deep Facial Attribute Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

Partial Multi-view Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Xin Zheng

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