Talks & Service

Invited Talks and Seminars

• Navigating Model Uncertainty and the Rashomon Effect: From Theory and Tools to Applications and Impact, AAAI Workshop, Singapore, 2026.
• Towards Explanation Agreement in Explainable Machine Learning, Content Evolution nuWorld, Online, 2025.
• Design-driven Materials Intelligence: Bridging AI, Explainability, and Scientific Discovery, AI, ML and Friends Seminar, ANU School of Computing, 2024.
• HPC and Data in Materials Design and Discovery, SupercomputingAsia, Sydney, 2024.

Academic Service

Conference Reviewing

ICML, NeurIPS, ICLR, AISTATS, AAAI, IJCNN, CVPR.

Journal Reviewing

Cell Reports Physical Science, Scientific Reports, Materials & Design, npj Computational Materials, Advanced Theory and Simulations, IEEE Transactions on Consumer Electronics, Devices, npj Heritage Science, Digital Discovery, Archives of Computational Methods in Engineering, Nanoscale.

Recognition

• AISTATS Best Reviewer Award.
• Fellow of the Higher Education Academy.
• International Teaching Fellowship, ANU–SDUW.
• Highlighted Reviewer, XAIA NeurIPS.