Scholar
Asiri Wijesinghe
Google Scholar ID: dV4kyHYAAAAJ
CERC Fellow (Engineering) at CSIRO
Machine Learning
Convex Optimization
Geometric Deep Learning
Graph Embeddings
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Citations & Impact
All-time
Citations
217
H-index
5
i10-index
3
Publications
12
Co-authors
16
list available
Publications
8 items
Not Just Oversmoothing: Detecting the Echo Chamber Effect in Graph Neural Networks
2026
Cited
0
Can Tabular In-Context Learners Generalize to Biomolecular Property Prediction?
2026
Cited
0
Invariant-Stratified Propagation for Expressive Graph Neural Networks
2026
Cited
0
Flowette: Flow Matching with Graphette Priors for Graph Generation
2026
Cited
0
Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
2025
Cited
0
Amortized Active Generation of Pareto Sets
2025
Cited
0
Graph Neural Diffusion via Generalized Opinion Dynamics
2025
Cited
0
Graph Self-Supervised Learning with Learnable Structural and Positional Encodings
2025
Cited
0
Co-authors
12 total
Qing Wang
School of Computing, Australian National University
Dillon Ze Chen
LAAS-CNRS
Erhard Rahm
Professor of Computer Science, Leipzig University, Founding director national AI center ScaDS.AI
Stephen Gould
Professor at Australian National University
Piotr Koniusz
Principal Scientist (Data61❤CSIRO). Hon./Adj. Associate Professor (level D) (ANU & UNSW).
Edwin V. Bonilla
Principal Research Scientist, CSIRO's Data61
Rafael Oliveira
CSIRO's Data61, Australia
Cheng Soon Ong
Data61, CSIRO, Canberra
