A warm farewell to visiting PhD student Zhirong Zhang, who left us in September 2025. Since joining us in September 2024, Zhirong has been exploring optimization and graph neural networks. She has submitted a paper titled ‘Joint Spatial-Temporal Representation Learning for Traffic Flow Forecasting’ to ICASSP 2025.