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Author

Asela Hevapathige

Observed name: Hevapathige, Asela
Observed institution: The University of Melbourne
OpenAlex ID: A5128019817
Knowledge-Inclusive Adaptive Physics-Informed Neural Network for Microbial Interaction Modelling
2026 · Rupasinghe, Ravisha, Vidanaarachchi, Rajith, et al. · arXiv (Cornell University) · 1
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Not Just Oversmoothing: Detecting the Echo Chamber Effect in Graph Neural Networks
2026 · Hevapathige, Asela, Zehmakan, Ahad N., et al. · arXiv (Cornell University)
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Detecting Differences Is Not Understanding Structure: Large Language Models Fail at Graph Isomorphism
2026 · Thushalika, Kumar, Kishanthan, Sukumar, et al. · arXiv (Cornell University)
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Knowledge Inclusive Machine Learning for Disease Gene Prioritisation
2026 · Chathura J. Gamage, Yu Xia, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Invariant-Stratified Propagation for Expressive Graph Neural Networks
2026 · Hevapathige, Asela, Zehmakan, Ahad N., et al. · arXiv (Cornell University)
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Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
2026 · Association for Artificial Intelligence 2026, Hevapathige, Asela, et al. · Underline Science Inc.
Advancing Graph Neural Networks: Expressivity Enhancement, Information Flow Optimization, and Dynamic Process Modelling
2026 · Hevapathige, Asela · ANU Open Research (Australian National University)
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Works count: 7
Citation count: 1
H-index: 1
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