---
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title: Index
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## Biography and CV

- [Qiao Xinbao](./Xinbao_Qiao.md)
- [CV](./CV.md)
- [乔鑫宝](./Qiao_Xinbao_zh.md)
- [Education](./Education.md)
- [Experience](./Experience.md)
- [Skills](./Skills.md)

## Main pages

- [Research](./Research.md)
- [Publications](./Publications.md)
- [Projects](./Projects.md)
- [Old Homepage Resources](./Old_Homepage_Resources.md)
- [log](./log.md)

## Advisors

- [Angela Yingjun Zhang](./Angela_Yingjun_Zhang.md)
- [Meng Zhang](./Meng_Zhang.md)

## Research clusters

- [AI and Networks](./AI_and_Networks.md)
- [Machine Unlearning](./Machine_Unlearning.md)
- [Synthetic Data](./Synthetic_Data_and_Model_Collapse.md)
- [Data Centric ML](./Data_Centric_Machine_Learning.md)
- [Trustworthy AI](./Trustworthy_AI.md)
- [Distributed Learning](./Distributed_Learning.md)
- [Distributed Wasserstein Barycenter](./Distributed_Wasserstein_Barycenter.md)
- [LLM Reliability](./LLM_Reliability.md)

## Publications

- [When Sample Selection Bias Precipitates Model Collapse](./When_Sample_Selection_Bias_Precipitates_Model_Collapse.md)
- [Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness](./Soft_Weighted_Machine_Unlearning.md)
- [Hessian Free Online Certified Unlearning](./Hessian_Free_Online_Certified_Unlearning.md)
- [DynFrs: An Efficient Framework for Machine Unlearning in Random Forest](./DynFrs.md)

## Synthetic data and model collapse

- [Synthetic Data](./Synthetic_Data.md)
- [Recursive Synthetic Data Training](./Recursive_Synthetic_Data_Training.md)
- [Data Selection](./Data_Selection.md)
- [Sample Selection Bias](./Sample_Selection_Bias.md)
- [Model Collapse](./Model_Collapse.md)
- [Data Silos](./Data_Silos.md)
- [Collaborative Evaluation](./Collaborative_Evaluation.md)
- [Wasserstein Geometry](./Wasserstein_Geometry.md)
- [Distributed Wasserstein Barycenter](./Distributed_Wasserstein_Barycenter.md)

## Unlearning

- [Machine Unlearning](./Machine_Unlearning.md)
- [Certified Data Removal](./Certified_Data_Removal.md)
- [Influence Functions](./Influence_Functions.md)
- [Fairness and Robustness](./Fairness_and_Robustness.md)
- [Random Forest](./Random_Forest.md)

## LLMs and interpretability

- [LLM Reliability](./LLM_Reliability.md)
- [Interpretability](./Interpretability.md)

## Institutions

- [The Chinese University of Hong Kong](./The_Chinese_University_of_Hong_Kong.md)
- [Zhejiang University](./Zhejiang_University.md)
- [Shandong University](./Shandong_University.md)
- [NUSRI CQ](./NUSRI_CQ.md)
