Academic Services Conference Reviewer: ICCV (2025), NeurIPS (2025), ICLR (2025), ICML (2024, 2025), IEEE Big Data (2023), ICDM MLoG (2023) Program Committee: AAAI (2025), IEEE DSAA (2024)