I am happy to share some exciting news that just came from ICML 2026. I co-authored 4 papers accepted to the conference, including one spotlight! I am extremely grateful to all my collaborators, and lucky to have an opportunity to work with outstanding people in the field. The list of papers include: 1️⃣ Non-Euclidean Edge of Stability (spotlight). This is a joint work with Michael Crawshaw, Jeremy Cohen, and Robert Gower. 2️⃣ BST rule. This is a joint work with Roman Machacek, Aurelien Lucchi, Antonio Silveti-Falls, Eduard Gorbunov, and Volkan Cevher. 3️⃣ H0-H1 condition. This is a joint work with Foivos Alimisis and Aurelien Lucchi. 4️⃣ SDE under L0-L1 condition. This is a joint work with Enea Monzio Compagnoni, Aurelien Lucchi, Antonio Orvieto, Eduard Gorbunov.