Publicationsedit
Publication list for Qiao Xinbao.
This page is the curated publication index. Each paper has a dedicated wiki page and is also assigned to research-topic pages; papers should not be left as isolated entries.
Peer-reviewed and accepted papersedit
| Publication | Venue and status |
|---|---|
| When Sample Selection Bias Precipitates Model Collapse. Xinbao Qiao, Xianglong Du, Wei Liu, Jingqi Zhang, Peihua Mai, Meng Zhang, Yan Pang. Low-resource verification regimes can turn local sample selection into persistent tail pruning. | ICML 2026, 6-11 July 2026, Seoul. |
| Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness. Xinbao Qiao, Ningning Ding, Yushi Cheng, Meng Zhang. Soft-weighted corrective unlearning for non-binary fairness and robustness interventions. | AAAI 2026, 20-27 January 2026, Singapore. |
| Hessian-Free Online Certified Unlearning. Xinbao Qiao, Meng Zhang, Ming Tang, Ermin Wei. Certified unlearning without explicit Hessian inversion; efficient removal through recollected statistics. | ICLR 2025, 24-28 April 2025, Singapore. |
| DynFrs: An Efficient Framework for Machine Unlearning in Random Forest. Shurong Wang, Zhuoyang Shen, Xinbao Qiao, Tongning Zhang, Meng Zhang. Exact and efficient random-forest unlearning in dynamic environments. | ICLR 2025, 24-28 April 2025, Singapore. |