Scholar
Jiaxing Xu
Google Scholar ID: HzVhJf0AAAAJ
National University of Singapore
Citations & Impact
Citations
219
H-index
8
i10-index
6
Publications
20
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'Multi-Atlas Brain Network Classification through Consistency Distillation and Complementary Information Fusion' accepted by IEEE JBHI (2025).
- Paper 'BrainPrompt: Multi-Level Brain Prompt Enhancement for Neurological Condition Identification' accepted by MICCAI 2025 (early acceptance, 9% acceptance rate).
- Paper 'BrainOOD: Out-of-distribution Generalizable Brain Network Analysis' accepted by ICLR 2025; presented as an oral talk at AI4X Conference.
- Paper 'Contrasformer: A Brain Network Contrastive Transformer for Neurodegenerative Condition Identification' accepted by CIKM 2024.
- Paper 'Contrastive Graph Pooling for Explainable Classification of Brain Networks' published in IEEE TMI (2024); received PREMIA Best Student Paper Honourable Mention Award.
- Paper 'Union Subgraph Neural Networks' accepted by AAAI 2024.
- Paper 'A Class-Aware Representation Refinement Framework for Graph Classification' published in Information Sciences (2024).
- Co-authored 'Data-Driven Network Neuroscience: On Data Collection and Benchmark', accepted by NeurIPS.
