---
type: Publication list
title: Publications
description: Publication list for Qiao Xinbao.
tags:
  - en
  - publication
  - index
  - publication-list
timestamp: '2026-06-01T22:00:31+08:00'
modified: '2026-07-02T20:03:20+08:00'
content_hash: 'sha256:5ac4efe9a526d8aa52adbadfa89b918acd748d254225726aad1858be0cd67f51'
reviewed_at: '2026-07-02T20:03:20+08:00'
review_due: '2026-09-30'
name: Publications
summary: Publication list for Qiao Xinbao.
occupation: Publication list
---
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 papers

| Publication | Venue and status |
|---|---|
| **[[When_Sample_Selection_Bias_Precipitates_Model_Collapse|When Sample Selection Bias Precipitates Model Collapse]]**.<br />**Xinbao Qiao**, Xianglong Du, Wei Liu, Jingqi Zhang, Peihua Mai, Meng Zhang, Yan Pang.<br />*Low-resource verification regimes can turn local sample selection into persistent tail pruning.* | ICML 2026,<br />6-11 July 2026,<br />Seoul. |
| **[[Soft_Weighted_Machine_Unlearning|Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness]]**.<br />**Xinbao Qiao**, Ningning Ding, Yushi Cheng, Meng Zhang.<br />*Soft-weighted corrective unlearning for non-binary fairness and robustness interventions.* | AAAI 2026,<br />20-27 January 2026,<br />Singapore. |
| **[[Hessian_Free_Online_Certified_Unlearning|Hessian-Free Online Certified Unlearning]]**.<br />**Xinbao Qiao**, Meng Zhang, Ming Tang, Ermin Wei.<br />*Certified unlearning without explicit Hessian inversion; efficient removal through recollected statistics.* | ICLR 2025,<br />24-28 April 2025,<br />Singapore. |
| **[[DynFrs|DynFrs: An Efficient Framework for Machine Unlearning in Random Forest]]**.<br />Shurong Wang, Zhuoyang Shen, **Xinbao Qiao**, Tongning Zhang, Meng Zhang.<br />*Exact and efficient random-forest unlearning in dynamic environments.* | ICLR 2025,<br />24-28 April 2025,<br />Singapore. |

## Topic index

- [[Synthetic_Data_and_Model_Collapse|Synthetic Data]]
- [[Machine_Unlearning]]
- [[Trustworthy_AI]]
- [[Data_Centric_Machine_Learning|Data Centric ML]]
- [[AI_and_Networks]]
- [[Wasserstein_Geometry]]
